Network hardware Books
Springer Nature Switzerland AG Internet Access in Vehicular Networks
Book SynopsisThis book introduces the Internet access for vehicles as well as novel communication and computing paradigms based on the Internet of vehicles. To enable efficient and reliable Internet connection for mobile vehicle users, this book first introduces analytical modelling methods for the practical vehicle-to-roadside (V2R) Internet access procedure, and employ the interworking of V2R and vehicle-to-vehicle (V2V) to improve the network performance for a variety of automotive applications. In addition, the wireless link performance between a vehicle and an Internet access station is investigated, and a machine learning based algorithm is proposed to improve the link throughout by selecting an efficient modulation and coding scheme.This book also investigates the distributed machine learning algorithms over the Internet access of vehicles. A novel broadcasting scheme is designed to intelligently adjust the training users that are involved in the iteration rounds for an asynchronous federated learning scheme, which is shown to greatly improve the training efficiency. This book conducts the fully asynchronous machine learning evaluations among vehicle users that can utilize the opportunistic V2R communication to train machine learning models. Researchers and advanced-level students who focus on vehicular networks, industrial entities for internet of vehicles providers, government agencies target on transportation system and road management will find this book useful as reference. Network device manufacturers and network operators will also want to purchase this book. Table of ContentsOverview of Internet Access of Vehicular Networks.- Internet Access Modeling of Vehicular Internet Access.- V2X Interworking via Vehicular Internet Access.- Intelligent Link Management for Vehicular Internet Access.- Intelligent Networking enabled Vehicular Distributed Learning.- Conclusion and Future Works.
£98.99
Springer International Publishing AG Edge Computing and IoT: Systems, Management and
Book SynopsisThis book constitutes the refereed post-conference proceedings of the 2nd International Conference on Edge Computing and IoT, ICECI 2021, held in December 2021 in Shenzhen, China. Due to COVID-19 pandemic the conference was held virtually. The explosion of the big data generated by ubiquitous edge devices motivates the emergence of applying machine learning systems for edge computing and Internet of Things (IoT) services. Machine learning techniques are delivering a promising solution to the industry for building IoT systems and to make innovation at a rapid pace. The 12 full papers of ICECI 2021 were selected from 26 submissions and present results and ideas in the area of edge computing and IoT.Table of ContentsAn Improved Audio Processing Method for Campus Broadcast System.- Committee Selection Based on Game Theory in Sharding Blockchain.- Green Transition Driven Carbon Trading Mechanism and Design Based on Urban Vehicle Trajectory Data.- Matching with Externalities for Device Assignment in IoT Sharding Blockchain.- Openflow-extended Queue Scheduling for Multi-tenants in Access Network.- Research and Improvement on detection algorithm of SCMA System.- A Survey of Adversarial Attacks on Wireless Communications.- Adversarial Examples in Wireless Networks: A Comprehensive Survey.- Headmotion: Human-machine interaction requires only your head movement.- Implementation of the bone grid reconstruction based on CT data.- Intelligent Vocal Training Assistant System.- Wearable-based Human Emotion Inference System..
£49.49
Springer International Publishing AG Innovations for Community Services: 22nd
Book SynopsisThis book constitutes the refereed proceedings of the 22nd International Conference on Innovations for Community Services, I4CS 2022, held in Delft, The Netherlands, in June 2022. The 15 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 43 submissions. Three invited papers were also included in the volume. The papers focus on topics such as services for critical infrastructure; network architecture for communities; applications and services supporting work and life; community data and visualization; technology empowers industry processes; and future community support.Table of ContentsInvited Papers.- Energy Harvesting and Environment Protection.- Applied Security and Privacy.- eHealth and Infrastructure.- Smart Mobility and Routing.- Smart Cities and Standardization.- Applied Machine Learning.- Quantum Computing.
£62.99
Springer International Publishing AG Privacy Technologies and Policy: 10th Annual
Book SynopsisThis book constitutes the refereed conference proceedings of the 10th Annual Privacy Forum, APF 2022 in Warsaw, Poland in June 2022. The 8 full papers were carefully reviewed and selected from 38 submissions. The papers are organized in the area of privacy and data protection while focusing on privacy related application areas. A large focus of the 2022 conference was on the General Data Protection Regulation (GDPR).Table of ContentsUsers’ Rights.- Security of Personal Data.- Privacy Enhancing Technologies.- Privacy Engineering.
£44.99
Springer International Publishing AG Intelligent Technologies and Applications: 4th
Book SynopsisThis book constitutes the refereed proceedings of the 4th International Conference on Intelligent Technologies and Applications, INTAP 2021, held in Grimstad, Norway, October 11–13, 2021.The 33 full papers included in this book were carefully reviewed and selected from 243 submissions. They were organized in topical sections as follows: Intelligence, Decision support systems, IoT; Robotics; ML and AI for Intelligent Health, Applications of intelligent technologies in Emergency Management; Smart Electrical Energy Systems, AI and ML in Security; ML and AI for sensing technologies, Social Media Analytics; ML in energy sectors and materials; and Miscellaneous.Table of ContentsIntelligence, Decision support systems, IoT.- Dense Nearest Neighborhood Query.- Explainable nonlinear modelling of multiple time series with invertible neural networks.- Iterative Learning for Semi-automatic Annotation Using User Feedback.- Residual Stress Prediction of Welded Joints Using Gradient Boosting Regression.- A Novel Group Teaching Optimization Algorithm based Artificial Neural Network for Classification.- On the Effects of Properties of the Minibatch in Reinforcement Learning.- A novel migration simulation and prediction tool.- Development Environment for Software-defined Smart City Networks.- Robotics.- Branch-Manoeuvring Capable Pipe Cleaning Robot for Aquaponic Systems.- A Multi-Modal Auditory-Visual-Tactile e-Learning Framework.- A Perspective on Intervention Approaches for Children with Autism Spectrum Disorder.- framework for hazard identification of a collaborative Plug&Produce system.- ML and AI for Intelligent Health, Applications of intelligent technologies in Emergency Management.- Future Perspectives on Automated Machine Learning in Biomedical Signal Processing.- DeepFireNet - A Light-Weight Model for Fire-Smoke Classification.- Smart Electrical Energy Systems, AI and ML in Security.- THD Reduction Comparison of Three Phase SPPS via Conventional RC and Novel PRESH Controller.- Artificial Neural Network (ANN) trained by a Novel Arithmetic Optimization Algorithm (AOA) for Short Term Forecasting of Wind Power.- Bode Plot Analysis of PRES and Novel PRESH controller interfaced with three phase GTSPPS.- Energy tracing and blockchain technology: a primary review.- Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations.- ML and AI for sensing technologies, Social Media Analytics.- Point Cloud Instance Segmentation for Automatic Electric Vehicle Battery Disassembly.- Radar-Based Passive Step Counter and its Comparison with a Wrist-Worn Physical Activity Tracker.- Principles for the Arrangement of Social Media Listening Practices in Crisis Management.- AMUSED: An Annotation Framework of Multi-modal Social Media Data.- ML in energy sectors and materials.- An evaluation of predictor variables for photovoltaic power forecasting.- Smart Meter Data Anomaly Detection using Variational Recurrent Autoencoders with Attention.- Detecting the linear and non-linear causal links for disturbances in the power grid.- Machine Learning for PV System Operational Fault Analysis: Literature Review.- Miscellaneous.- An overview of Data Based Predictive Modeling Techniques used in Analysis of Vehicle Crash Severity.- An Evaluation of Autonomous Car Simulators and their applicability for Supervised and Reinforcement Learning.- Classification of Mechanical Fault-Excited Events based on Frequency.- Intelligent Technologies in the Process of Recovering Historical, Cultural, and Heritage Value in Native Communities.- Tensile Experiments on Adhesion between Aluminium Profiles and Glass.- Machine learning for capacity utilization along the routes of an urban freight service.
£75.99
Springer International Publishing AG Provable and Practical Security: 16th
Book SynopsisThis book constitutes the refereed proceedings of the 16th International Conference on Provable Security, ProvSec 2022, held in Nanjing, China, in November 11–12,2022. The 15 full papers and 4 short papers were presented carefully reviewed and selected from 52 submissions. The papers focus on provable security as an essential tool for analyzing security of modern cryptographic primitives. They are divided in the following topical sections: Encryption; Lattice Based Cryptography; Information Security; Blockchain; and Foundations.Table of ContentsEncryption.- A Generic Construction of CCA-secure Attribute-based Encryption with Equality Test.- Secure-Channel Free Certificateless Searchable Public key Authenticated Encryption with Keyword Search.- More Efficient Verifiable Functional Encryption.- Subverting Deniability.- Epoch Confidentiality in Updatable Encryption.- Lattice Based Cryptography.- Simplified Server-Aided Revocable Identity-Based Encryption from Lattices.- Lattice-based Public Key Cryptosystems invoking Linear Mapping Mask.- Batched Fully Dynamic Multi-key FHE from FHEW-like Cryptosystems.- Zero-knowledge Range Arguments for Signed Fractional Numbers from Lattices.- Information Security.- Fast Out-of-band Data Integrity Monitor to Mitigate Memory Corruption Attacks.- Construction of a New UAV Management System based on UMIA Technology.- FP2-MIA: A Membership Inference Attack Free of Posterior Probability in Machine Unlearning.- Practical Federated Learning for Samples with Different IDs.- Blockchain.- Reinforcement-Mining: Protecting Reward in Selfish Mining.- FolketID: A Decentralized Blockchain-based NemID Alternative against DDosS Attacks.- Secure Collaboration between Consortiums in Permissioned Blockchains.- Foundations.- (Public) Verifiability For Composable Protocols Without Adaptivity Or Zero-Knowledge.- Practical Non-Malleable Codes from Symmetric-key Primitives in 2-Split-State Model.- Cryptographic Role-Based Access Control, Reconsidered.
£47.49
Springer International Publishing AG Product-Focused Software Process Improvement:
Book SynopsisThis book constitutes the refereed proceedings of the 23rd International Conference on Product-Focused Software Process Improvement, PROFES 2022, which took place in Jyväskylä, Finland in November 2022.The 24 full technical papers, 9 short papers, and 6 poster papers presented in this volume were carefully reviewed and selected from 75 submissions. The book also contains and 8 doctoral symposium papers and 7 tutorial and workshop papers.The contributions were organized in topical sections as follows: Keynote; Cloud and AI; Empirical Studies; Process Management; Refactoring and Technical Dept; Software Business and Digital Innovation; Testing and Bug Prediction; Posters; Tutorials; Workshop on Engineering Processes and Practices for Quantum Software (PPQS’22); 1st Workshop on Computational Intelligence and Software Engineering (CISE 2022); Doctoral Symposium.Table of Contents Keynote.- The End-users of Software Systems deserve better.- Cloud and AI.- Managing the Root Causes of "Internal API Hell": An Experience Report.- Requirements for Anomaly Detection Techniques for Microservices.- Requirements for Anomaly Detection Techniques for Microservices.- Requirements for Anomaly Detection Techniques for Microservices.- Empirical Studies.- Defining Requirements Strategies in Agile: A Design Science Research.- Analysing the Relationship between Dependency Definition and Updating Practice when Using Third-Party Libraries.- On the Limitations of Combining Sentiment Analysis Tools in a Cross-Platform Setting.- Marine Data Sharing: Challenges, Technology Drivers and Quality Attributes.- Marine Data Sharing: Challenges, Technology Drivers and Quality Attributes.- Data-Driven Improvement of Static Application Security Testing Service: An Experience Report in Visma.- Near Failure Analysis using Dynamic Behavioural Data.- Process Management.- A Process Model of Product Strategy Development: A Case of B2B SaaS Product.- A Process Model of Product Strategy Development: A Case of B2B SaaS Product.- Benefit Considerations in Project Decisions.- Towards Situational Process Management for Professional Education Programmes.- Change Management in Cloud-Based Offshore Software Development: A Client-Vendor Perspective.- Half-Empty Offices in Flexible Work Arrangements: Why are Employees Not Returning?.- Refactoring and Technical Dept.- Technical Debt in Service-Oriented Software Systems.- An Investigation of Entropy and Refactoring in Software Evolution.- "To Clean Code or Not To Clean Code" A Survey among Practitioners.- Software Business and Digital Innovation.- Counter the Uncertainties in a Dynamic World: Approach for Creating Outcome-Driven Product Roadmaps.- Designing Platforms for Crowd-based Software Prototype Validation: A Design Science Study.- Rapid delivery of software: The effect of alignment on time to market.- Exploring the “Why,” “How,” and “What” of Continuous Digital Service Innovation.- Why Traditional Product Roadmaps Fail in Dynamic Markets: Global Insights.- Why Traditional Product Roadmaps Fail in Dynamic Markets: Global Insights.- Why Traditional Product Roadmaps Fail in Dynamic Markets: Global Insights.- Testing and Bug Prediction.- Test Case Selection with Incremental ML.- Inferring Metamorphic Relations from JavaDocs: A Deep Dive Into the MeMo Approach.- An Evaluation of Cross-Project Defect Prediction Approaches on Cross-Personalized Defect Prediction.- A/B Testing in the Small: an Empirical Exploration of Controlled Experimentation on Internal Tools.- TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks.- Improving Software Regression Testing Using a Machine Learning-based Method For Test Type Selection.- Early Identification of Invalid Bug Reports in Industrial Settings - A Case Study.- Posters.- RESEM: Searching Regular Expression Patterns with Semantics and Input/Output Examples.- Linking User Stories and Behavior Driven Development Concepts: Ontology, Preliminary Validation and Further Perspectives.- Quality Metrics for Software Development Management and Decision Making: An Analysis of Attitudes and Decisions.- Are NLP Metrics Suitable for Evaluating Generated Code?.- Are NLP Metrics Suitable for Evaluating Generated Code?.- Can the requirements coverage be satisfied with code coverage? User story test coverage.- Tidy Up Your Source Code! Eliminating Wasteful Statements in Automatically Repaired Source Code.- Tutorials- Utilizing User Stories to Bring AI Ethics into Practice in Software Engineering.- Workshop on Engineering Processes and Practices for Quantum Software (PPQS’22).- Classical to Quantum Software Migration Journey Begins: A Conceptual Readiness Model.- 1st Workshop on Computational Intelligence and Software Engineering (CISE 2022).- Technical Debt Forecasting from Source Code using Temporal Convolutional Networks.- Adagio: a bot for AuDio processing AGainst vIOlence.- End Users’Perspective of Performance Issues in Google Play Store .- Predicting Bug-Fixing Time: DistilBERT versus Google BERT.- Proposing Isomorphic Microservices based Architecture for IoT.- Doctoral Symposium.- Ethical Tools, Methods and Principles in Software Engineering and Development: Case Ethical User Stories.- Architectural Degradation and Technical Debt Dashboards (PROFES Doctoral Symposium).- The Impact of Business Design in Improving the Offering of Professional Software Services.- Applications of MLOps in the Cognitive Cloud Continuum "PROFES Doctoral Symposium".- Implementing Artificial Intelligence Ethics in Trustworthy System Development- Ethical Requirements for Software Development.- Developing a Critical Success Factor model for DevOps.- Strategic ICT procurement in Finland: Tensions and Opportunities.- Leverage Software Containers Adoption By decreasing Cyber Risks and systemizing the refactoring of monolithic applications.
£75.99
Springer International Publishing AG Advances in Cryptology – ASIACRYPT 2022: 28th
Book SynopsisThe four-volume proceedings LNCS 13791, 13792, 13793, and 13794 constitute the proceedings of the 28th International Conference on the Theory and Application of Cryptology and Information Security, ASIACRYPT 2022, held in Taipei, Taiwan, during December 5-9, 2022. The total of 98 full papers presented in these proceedings was carefully reviewed and selected from 364 submissions. The papers were organized in topical sections as follows: Part I: Award papers; functional and witness encryption; symmetric key cryptanalysis; multiparty computation; real world protocols; and blockchains and cryptocurrencies. Part II: Isogeny based cryptography; homomorphic encryption; NIZK and SNARKs; non interactive zero knowledge; and symmetric cryptography. Part III: Practical cryptography; advanced encryption; zero knowledge; quantum algorithms; lattice cryptoanalysis. Part IV: Signatures; commitments; theory; cryptoanalysis; and quantum cryptography.Table of ContentsIsogeny Based Cryptography.- Homomorphic Encryption.- NIZK and SNARKs.- Non Interactive Zero Knowledge.- and Symmetric Cryptography.
£75.99
Springer International Publishing AG Emerging Technologies for Authorization and
Book SynopsisThis volume constitutes the refereed proceedings of the 5th International Workshop on Emerging Technologies for Authorization and Authentication, ETAA 2022, held in Copenhagen, Denmark, on September 30, 2022, co-located with ESORICS 2022.The revised 8 full papers presented together with one invited paper were carefully reviewed and selected from 10 submissions. They cover topics such as: new techniques for biometric and behavioral based authentication, authentication and authorization in the IoT and in distributed systems in general, including the smart home environment. Table of ContentsAn Ontology-based Approach for Setting Security Policies in Smart Homes.- Clap Auth: A Gesture-based User-Friendly Authentication Scheme to Access a Secure Infrastructure.- User Authentication on Headset-like Devices By Bio-Acoustic Signals.-The measurable Environment as Nonintrusive Authentication Factor On the Example of WiFi Beacon Frames.- Protecting FIDO Extensions against Man-in-the-Middle Attacks.- Authentication, Authorization and Selective Disclosure for IoT Data Sharing using Verifiable Credentials and Zero-Knowledge Proofs.- Privacy-Preserving Speaker Verification and Speech Recognition.- An E-Voting System Based on Tornado Cash.- Linking Contexts from Distinct Data Sources in Zero Trust Federation.
£42.74
Springer International Publishing AG Computer Vision – ACCV 2022: 16th Asian
Book SynopsisThe 7-volume set of LNCS 13841-13847 constitutes the proceedings of the 16th Asian Conference on Computer Vision, ACCV 2022, held in Macao, China, December 2022. The total of 277 contributions included in the proceedings set was carefully reviewed and selected from 836 submissions during two rounds of reviewing and improvement. The papers focus on the following topics: Part I: 3D computer vision; optimization methods; Part II: applications of computer vision, vision for X; computational photography, sensing, and display; Part III: low-level vision, image processing; Part IV: face and gesture; pose and action; video analysis and event recognition; vision and language; biometrics; Part V: recognition: feature detection, indexing, matching, and shape representation; datasets and performance analysis; Part VI: biomedical image analysis; deep learning for computer vision; Part VII: generative models for computer vision; segmentation and grouping; motion and tracking; document image analysis; big data, large scale methods. Table of ContentsRecognition: feature detection, indexing, matching, and shape representation.- datasets and performance analysis.
£104.49
Springer International Publishing AG Information for a Better World: Normality,
Book SynopsisThis two-volume set LNCS 13971 + 13972 constitutes the refereed proceedings of the 18th International Conference on Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, held in March 2023.The 36 full papers and the 46 short papers presented in these proceedings were carefully reviewed and selected from 197 submissions. They cover topics such as: Archives and Records, Behavioral Research, Information Governance and Ethics, AI and Machine Learning, Data Science, Information and Digital literacy, Cultural Perspectives, Knowledge Management and Intellectual Capital, Social Media and Digital Networks, Libraries, Human-Computer Interaction and Technology, Information Retrieval, Community Informatics, and Digital Information Infrastructure.Table of ContentsKnowledge Management and Intellectual Capital.- Enabling Knowledge Management Practices in Museums: Benefits of and Barriers to Achieving Public Value.- How Much Context Do Users Provide in App Reviews? Implications for Requirements Elicitation.- Evaluating Tools for Data Management Plans: A Comparative Study of the DART Rubric and the Belmont Scorecard.- Topic Evolution Analysis Based on Optimized Combined Topic Model: Illustrated as CRISPR Technology.- “Design, Design, and Design Again”: An Information-Architecture Redesign Workflow from Case Studies of a Government Portal and a Learning-management System.- What Does Provenance LACK: How Retrospective and Prospective Met the Subjunctive.- Exploration of Accuracy, Completeness and Consistency in Metadata for Physical Objects in Museum Collections.- Social Media and Digital Networks.- How We Express Ourselves Freely: Censorship, Self-censorship, and Anti-censorship on a Chinese Social Media.- Impact of Social Media on Self-Esteem and Emotions: An Instagram-based Case Study.- Motivations, Purposes, and Means of Creating Information Cocoons Intentionally for Oneself: Looking on the Bright Side.- Left and Right Retweets! Curation Logics During Black History Month.- Libraries.- Another Named Storm! Building Resiliency Through Florida’s Essential Public Libraries.- Digital Experiences in Physical Spaces: Virtual Reality and Public Libraries in Aotearoa New Zealand.- What Do We Do with the Fruits of Open Educational Practices? A Case for Open Educational Collections.- Terminology Preferences of the LGBTQ+ Community: A User Study.- Exploring the Concept of Library Use: A Research Review.- Shared LGBTQ+ Identity in Librarian-Community Partnerships.- Bridging the Gap between Research and Practice in Library Science through Library Society of China: A Pilot Study.- Automation of University Library Operations: An Analysis of the Covid-19 Pandemic Experience in the United Kingdom and Nigeria.- Human-Computer Interaction and Technology.- What Makes a Technology Privacy Enhancing? Laypersons' and Experts' Descriptions, Uses, and Perceptions of Privacy Enhancing Technologies.- A Critique of Using Contextual Integrity to (Re)consider Privacy in HCI.- Audience Video Game Engagement in a Live Streaming Context: Examining the Role of Perceived Influence of Game Streamers from the Self-determination Perspective.- A Surprise Birthday Party in VR: Leveraging Social Virtual Reality to Maintain Existing Close Ties Over Distance.- “Monday Feels Like Friday!” - Towards Overcoming Anxiety and Stress of Autistic Young Adults during Times of Isolation.- Self-Tracking to Manage Chronic Illness: Exploring User Agency in Apps for Diabetes Self-Management.- Autism and Virtual Reality Interventions: Research Trends and Practices.- Towards a Useful Chinese Annotation Tool: An Examination of Annotators’ Practice and Needs.- Information Retrieval.- Similarity Visualizer using Natural Language Processing in Academic Documents of the DSpace in Ecuador.- Information Retrieval Research in Academia and Industry: A Preliminary Analysis of Productivity, Authorship, Impact, and Topic Distribution.- Career-Based Explainable Course Recommendation.- A Benchmark of PDF Information Extraction Tools Using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documents.- Contextualizing Session Resuming Reasons with Tasks Involving Expected Cross-session Searches.- Community Informatics. -Time Lag Analysis of Adding Scholarly References to English Wikipedia: How Rapidly are They Added to and How Fresh are They.- Examining Interest in Open Government Data Through Digital Traces.- “Trapped” by Recommendation Algorithms? A Mixed Methods Study on the Use of Content Recommendation System in Everyday Life in Western China.- Community Design of a Knowledge Graph to Support Interdisciplinary Ph.D. Students.- Potential of Participatory Geographic Information System to Build Environmental Information Ecosystem and Claim Environmental Justice: A Research Agenda for Fisherfolk Community in Bangladesh.- Caring for People, Caring for Their Data: Data Stewardship and Collaborative Care in Social Service Provision for People Experiencing Homelessness.- Is there a Scientific Digital Divide? Information Seeking in the International Context of Astronomy Research.- Digital Information Infrastructures.- The Conceptualization of Digital Inclusion in Government Policy: A Qualitative Content Analysis.- Dublin Core Metadata Created by Kuwaiti Students: Exploration of Quality in Context.- Trustworthy Digital Repository Certification: A Longitudinal Study.- Design Principles for Background Knowledge to Enhance Learning in Citizen Science.- ``We Avoid PDFs'': Improving Notation Access for Blind and Visually Impaired Musicians.- The Rural Informatization Policies in China: The Power Dynamics and Policy Instruments.
£75.99
Springer International Publishing AG Information for a Better World: Normality,
Book SynopsisThis two-volume set LNCS 13971 + 13972 constitutes the refereed proceedings of the 18th International Conference on Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, held in March 2023.The 36 full papers and the 46 short papers presented in these proceedings were carefully reviewed and selected from 197 submissions. They cover topics such as: Archives and Records, Behavioral Research, Information Governance and Ethics, AI and Machine Learning, Data Science, Information and Digital literacy, Cultural Perspectives, Knowledge Management and Intellectual Capital, Social Media and Digital Networks, Libraries, Human-Computer Interaction and Technology, Information Retrieval, Community Informatics, and Digital Information Infrastructure.Table of ContentsArchives and Records.- Are We Missing the Cybersecurity Factors in Recordkeeping?.- Recovering and Reusing Historical Data for Science: Retrospective Curation Practices Across Disciplines.- Receipts: A Case Study of the Sonja Ahlers Archive as Platform Feminism.- Standing on the Outside Looking in: Testing the Concept of Societal Embeddedness from a User and Pluralizing Perspective.- Plus ça change, plus c'est la même chose – The Australian Records Management Case.- Information Sustainability in Rural Bangladesh: the Use of Analogue and Digital Backups.- Measuring Users’ Awareness of Content Recommendation Algorithm: A Survey on Douyin Users in Rural China.- Investigating Factors Influencing Open Government from a Country’s Perspective.- Lex Informatica and Freedom of Expression: Reflections on the Regulation of Internet Trolling Behaviors.- AI & Machine Learning.- “That’s not Damning with Faint Praise”: Understanding the Adoption of Artificial Intelligence for Digital Preservation Tasks.- Effects of Increasing Working Opportunity on Result Quality in Labor-Intensive Crowdsourcing.- Aligning Visual and Lexical Semantics.- An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio.- How Many Features Do We Need to Identify Bots on Twitter?.- Data Science.- Disparity in the Evolving COVID-19 Collaboration Network.- Text Mining and Visualization of Political Party Programmes Using Keyword Extraction Methods: The Case of Portuguese Legislative Elections.- Exploring the Impact of the Quality of Social Media Early Adopters on Vaccine Adoption.- Characterizing Data Practices in Research Papers across Four Disciplines.- Information and Digital literacy.- Fighting Misinformation: Where Are We and Where to Go.- The Potential of Digital Literacy to Curb Problematic Information: An Integrative Literature Review.- Coding Funds of Knowledge in [media lab] Student Stories about Technologies.- An Exploratory Study of Intergenerational Technical Help from the Youth’s Perspective.- Exploring the Association Between Multiple Classifications and Journal Rankings.- The Design, Development, and Implementation of an LIS General Education Course for Non-LIS University Students in the Philippines.- “It's nice to Mix up the Rhythm”: Undergraduates’ Experiences in a Large Blended Learning Course in Information Science in the Context of COVID-19.- Visual Information Processing in Virtual Reality: Merging Theory and Practice.- From Noisy Data to Useful Color Palettes: One Step in Making Biodiversity Data FAIR.- Cultural Perspectives.- “Will the Day Ever Come When We Will Be Judged on Our Merit and Not on Our Blackness?” The Black Caucus of the American Library Association and the Long Freedom Struggle in the United States, 1970-1975.- How Inclusive are the International Conferences? Attending Conferences in an Unequal World.- Locating Black Information Lives: “Scoping” the literature on African American Genealogical Researchers.- Do you speak meme? A Dynamic Digital Language for the Information Society.
£66.49
Springer International Publishing AG Artificial Intelligence for Communications and
Book SynopsisThis book, AICON 2022, constitutes the post-conference proceedings of the 4th EAI International Conference on Artificial Intelligence for Communications and Networks, AICON 2022, held in Hiroshima, Japan, in November 30- December 1, 2022. The 9 full papers and 4 short papers were carefully reviewed and selected from 36 submissions. The papers detail research in the areas of AI and communication systems related to intelligent systems and computational intelligence for communication and networks. They are organized in topical sections on AI and networks; machine learning; and evolutionary computation.Table of ContentsAI and Networks.- Cost-aware Node Ranking Algorithm for Embedding Virtual Networks in Internet of Vehicles.- Fault Diameter of Strong Product Graph of Two Paths.- Design and Implementation of SF Selection Based on Distance and SNR using Autonomous Distributed Reinforcement Learning in LoRa Networks.- Machine Learning.- QBRT: Bias and Rising Threshold Algorithm with Q-Learning.- A Study on Effectiveness of BERT Models and Task[1]Conditioned Reasoning Strategy for Medical Visual Question Answering.- Inspired human cognitive bias robust Neural Networks against Adversarial attacks.- Efficient estimation of cows’ location using machine learning from sensor data, farm management, cow location.- A Time Series Forecasting Method using DBN and Adam Optimization.- Unity-Bounded Function and Benchmark Design Specifications Targeted for Designing Typical Variable Digital Filters.- Evolutionary Computation.- Proposal and evaluation of a course classification support system emphasizing communication with the sub-committees within the Committee of Validation and Examination for Degrees.- A Research of Infectivity Rate of Seasonal Influenza from Pre-Infectious person for Data Driven Simulation Saori Iwanaga.- Creating Trust within Population in an Uncertain Environment using Blockchain.- Efficient Inductive Logic Programming Based on Particle Swarm Optimization.
£49.49
Springer International Publishing AG Ubiquitous Networking: 8th International
Book SynopsisThis book constitutes the refereed proceedings of the 8th International Symposium, UNet 2022, held in Montreal, QC, Canada, during October 25–27, 2022. The 17 full papers included in this book were carefully reviewed and selected from 43 submissions. Moreover, 4 additional invited papers have been also considered. They were organized in topical sections as follows: Spectrum Management and Channel Prediction, Resource Allocation in 5G/6G, Internet of Things and Vehicular Communications, Artificial Intelligence-Driven Communications, Pervasive Services and Cyber Security.Table of ContentsSpectrum Management and Channel Prediction.- On the Influence of Microscopic Mobility in Modelling Pedestrian Communication.- Low Profile CPW Fed Tri-Band Millimeter Wave Antenna Design for Future 5G Application.- Trading off Controlled System Energy and Wireless Communication Energy.- Statistical Moments of the Temporal Spectrum of Electromagnetic Waves in the Equatorial Ionosphere.- Resource Allocation in 5G/6G.- Towards Facilitating URLLC in UAV-Enabled MEC Systems for 6G Networks.- Resource Allocation and Power Control for Heterogeneous Cellular Network and D2D Communications.- Optimized Network Coding With Real-Time Loss Prediction for Hybrid 5G Networks.- TCP-RTA: Real-Time Topology Adaptiveness for Congestion Control in TCP.- Rio_DSA: Redirecting I/O Scheme for Dynamic Storage Allocation on Docker Container.- Internet of Things and Vehicular Communications.- VANET-Based Traffic Light Management for an Emergency Vehicle.- Deep Reinforcement Learning to Improve Vehicle-to-Vulnerable Road User Communications in C-V2X.- Pervasive Computing for Efficient Intra-UAV Connectivity: Based on Context-Awareness.- Road Accident Analysis of Dhaka City Using Counter Propagation Network.- Artificial Intelligence-Driven Communications.- Reinforcement Learning for Protocol Synthesis in Resource-Constrained Wireless Sensor and IoT Networks.- Distributional Reinforcement Learning for VoLTE Closed Loop Power Control in Indoor Small Cells.- Reinforcement Learning Aided Routing in Tactical Wireless Sensor Networks.- A Green and Scalable Clustering for Massive IoT Sensors with Selective Deactivation.- Pervasive Services and Cyber Security.- Threat Mitigation Model With Low False Alarm Rate Based on Hybrid Deep Belief Network.- On Feature Selection Algorithms for Effective Botnet Detection.- A Novel Hybrid Deep Learning Model for Crop Disease Detection Using BEGAN.- Multivariate Skewness and Kurtosis for Detecting Wormhole Attack in VANETs.
£47.49
Springer International Publishing AG Genetic Programming: 26th European Conference,
Book SynopsisThis book constitutes the refereed proceedings of the 26th European Conference on Genetic Programming, EuroGP 2023, held as part of EvoStar 2023, in Brno, Czech Republic, during April 12–14, 2023, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 14 revised full papers and 8 short papers presented in this book were carefully reviewed and selected from 38 submissions. The wide range of topics in this volume reflects the current state of research in the field. The collection of papers cover topics including developing new variants of GP algorithms for both optimization and machine learning problems as well as exploring GP to address complex real-world problems.
£56.99
Springer International Publishing AG Code-Based Cryptography: 10th International
Book SynopsisThis book constitutes the proceedings of the 10th International Workshop on Code-Based Cryptography, CBCrypto 2022, which was held during May 29-30, 2022 in Trondheim, Norway.The 8 papers presented in this volume were carefully reviewed and selected from 23 submissions. These contributions span all aspects of code-based cryptography, from design to software and hardware implementations, works about recent NIST PQC standardization candidates, side channel analysis, and improved decoding techniques.Table of ContentsDistinguishing and Recovering Generalized Linearized ReedSolomon Codes.- Verifying Classic McEliece: examining the role of formal methods in post-quantum cryptography standardisation.- Key-Recovery Fault Injection Attack on the Classic McEliece KEM.- Towards Automating Cryptographic Hardware Implementations: a Case Study of HQC.- Software Implementation of a Code-Based Key Encapsulation Mechanism from Binary QD Generalized Srivastava Codes.- On Decoding High-Order Interleaved Sum-Rank-Metric Codes.- Information Set Decoding for Lee-Metric Codes using Restricted Balls.- Cryptanalysis of IvanovKroukZyablov cryptosystem
£42.74
Springer International Publishing AG Information Technologies and Intelligent Decision
Book SynopsisThis book constitutes the proceedings of the Second International Conference on Information Technologies and Intelligent Decision Making Systems, ITIDMS 2022, held as a virtual event, December 12–14, 2022.The 14 papers presented in this volume were carefully reviewed and selected from 38 submissions. The conference was held with the aim of developing and exchanging international experience in the field of information, digital and intellectual technologies, within the framework of which proposals were formulated for digital, intellectual and infor-mation transformation, the development of computer models and the improvement of automated and computing processes. A distinctive feature of the conference is that it presented reports of authors from USA, Canada, Bangladesh, Uzbekistan and Russia. Researchers from different countries presented the process of transition of the information and digital path of development, presented the main directions and de-velopments that can improve the efficiency and development.Table of ContentsAlgorithm for Solving the Problem of Multi-Criteria Optimization of Poorly Formed Processes based on the Construction of a Fuzzy Logic Model.- PACTDet - An Artificially Intelligent Approach to Detect Pulmonary Illnesses: Pneumonia, Asthma, COVID-19, and Tuberculosis.- Detection of Video Image Modification using a Classifier based on Adaptive Resonance Theory.- On the Reduction of Alternatives in the Process of Selecting Preferred Management Decisions.- Performance Analysis of Machine Learning Algorithm on Cloud Platforms: AWS vs Azure vs GCP.- Mathematical Modeling of the Translation Process and its Optimization by the Criterion of Quality Maximization.- Optimization with Quantum Algorithm that is based on Grover’s Method.- Evaluation of the Efficiency of Fault Tolerance Algorithms for Distributed Peer-to-Peer Worker Processes Connected through a Key-Value Store.- Investigation of the Possibility of using Neural Networks to Predict the Concentration of Sodium in a Steam.- Using Ensemble Machine Learning Methods for Regional Forecasting of Geocryological Manifestations (on the Example of the European North-East of Russia).- Deghosting Diffusion Model for Facial Attribute Editing via Differential Activations.- Minimizing Defaultation in Lending Using Blockchain Based Loan Management Syste.- System of Intelligent-Safe Distribution of Network Traffic Loads in Cluster Mesh-Formations of Thermal Technology Systems.- Computer Research and Stabilization of Dynamic Models of Conveyor Systems.
£49.49
Springer International Publishing AG Pervasive Knowledge and Collective Intelligence
Book SynopsisThis book constitutes the refereed post-conference proceedings of the First International Conference on Pervasive Knowledge and Collective Intelligence on Web and Social Media, PerSOM 2022, which was held in Messina, Italy, in November 2022. The 9 full papers were carefully reviewed and selected from 35 submissions and present findings of research from the fields of pervasive computing, web, and social media to promote ideas and practices about pervasive knowledge and collective intelligence in this fields. The conference targeted a wide variety of topics including new perspectives in social theories, complex networks, data science, knowledge management, web and social media.Table of ContentsData Science.- Assembling Fragments of Ancient Papyrus via Artificial Intelligence.- Social Media Analysis and Mining.- Misinformation and disinformation on Social Media: an updated survey of challenges and current trends.- Topic Detection and Tracking in Social Media Platforms.- Fake News on Social Media: current research and future directions.- Incivility balanced? Civil vs. uncivil speech in online political discussions as dependent on political parallelism.- Data and Network Security.- Federated Learning for the Efficient Detection of Steganographic Threats Hidden in Image Icons.- Machine Learning and Network Traffic to Distinguish Between Malware and Benign Applications.- Emerging Applications.- A Comparative Study on the Coulomb’s and Franklin’s Laws Inspired Algorithm (CFA) with Modern Evolutionary Algorithms for Numerical Optimization.- A Comparative Study on the Coulomb’s and Franklin’s Laws Inspired Algorithm (CFA) with Modern Evolutionary Algorithms for Numerical Optimization.
£49.49
Springer International Publishing AG Essentials of Cloud Computing: A Holistic,
Book SynopsisNumerous advancements are being brought in and incorporated into the cloud domain with the aim of realizing a trove of deeper and decisive automations.Rather than discussing the cloud paradigm in isolation, this fully updated text examines how cloud computing can work collaboratively with other computing models to meet the needs of evolving trends.This multi-dimensional approach encompasses the challenges of fulfilling the storage requirements of big data, the use of the cloud as a remote server for Internet of Things and sensor networks, and an investigation of how cloud computing is interlinked with other established computing phenomenon such as edge computing. New chapters illustrate the distinct ideals of the cloud-native computing, proclaimed as the next-generation cloud computing paradigm.Topics and features: Includes learning objectives, motivating questions, and self-test exercises Introduces the underlying concepts, fundamental features, and key technological foundations of cloud computing Examines how enterprise networking and cloud networking can work together to achieve business goals Reviews the different types of cloud storage available to address the evolution of data and the need for digitization Discusses the challenges and approaches to implementing cloud governance, security, and the hot topic of cloud management Describes the details of cloud migration, the crucial role of monitoring in optimizing the cloud, and the basics of disaster recovery using cloud infrastructure This technically rigorous, yet simple-to-follow textbook is an ideal resource for graduate courses on cloud computing. Professional software developers and cloud architects will also find the work to be an invaluable reference.Table of Contents1. Introduction to Cloud Computing.- 2. Fundamentals of Cloud Computing.- 3. Technological Foundations of Cloud Computing.- 4. Cloud Networking.- 5. Storage Fundamentals and Cloud Storage.- 6. Cloud Security.- 7. Cloud Migration.- 8. Cloud Monitoring.- 9. Basics of Cloud Management.- 10. Cloud Service Brokerage.- 11. Cloud Orchestration.- 12. Disaster Recovery.
£67.49
Springer International Publishing AG Algorithmic Aspects of Cloud Computing: 7th
Book SynopsisThis book constitutes revised selected papers from the refereed proceedings of the 7th International Symposium on Algorithmic Aspects of Cloud Computing, ALGOCLOUD 2022, which took place in Potsdam, Germany, on September 6, 2022.The 6 full papers included in this book were carefully reviewed and selected from 16 submissions. They were organized in topical sections as follows: Cloud-Based Urban Mobility Services; New Results in Priority-Based Bin Packing; More Sparking Soundex-based Privacy-Preserving Record Linkage and Privacy Preserving Queries of Shortest Path Distances.Table of ContentsCloud-Based Urban Mobility Services.- SQL Query Optimization in Distributed NoSQL Databases for Cloud-based Applications.- MAGMA: Proposing a Massive Historical Graph Management System.- New Results in Priority-Based Bin Packing.- More Sparking Soundex-based Privacy-Preserving Record Linkage.- Privacy Preserving Queries of Shortest Path Distances.
£42.74
Springer International Publishing AG Artificial Intelligence Applications and
Book SynopsisThis two-volume set of IFIP-AICT 675 and 676 constitutes the refereed proceedings of the 19th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2023, held in León, Spain, during June 14–17, 2023. This event was held in hybrid mode.The 75 regular papers and 17 short papers presented in this two-volume set were carefully reviewed and selected from 185 submissions. The papers cover the following topics: Deep Learning (Reinforcement/Recurrent Gradient Boosting/Adversarial); Agents/Case Based Reasoning/Sentiment Analysis; Biomedical - Image Analysis; CNN - Convolutional Neural Networks YOLO CNN; Cyber Security/Anomaly Detection; Explainable AI/Social Impact of AI; Graph Neural Networks/Constraint Programming; IoT/Fuzzy Modeling/Augmented Reality; LEARNING (Active-AutoEncoders-Federated); Machine Learning; Natural Language; Optimization-Genetic Programming; Robotics; Spiking NN; and Text Mining /Transfer Learning. Table of ContentsDeep Learning (Reinforcement/Recurrent Gradient Boosting/Adversarial).- Agents/Case Based Reasoning/Sentiment Analysis.- Biomedical - Image Analysis.- CNN - Convolutional Neural Networks YOLO CNN.- Cyber Security/Anomaly Detection.- Explainable AI/Social Impact of AI.- Graph Neural Networks/Constraint Programming.- IoT/Fuzzy Modeling/Augmented Reality.- LEARNING (Active-AutoEncoders-Federated).- Machine Learning.- Natural Language.- Optimization-Genetic Programming.- Robotics.- Spiking NN.- and Text Mining /Transfer Learning.
£98.99
Springer International Publishing AG Bioinformatics and Biomedical Engineering: 10th
Book SynopsisThis volume constitutes the proceedings of the 10th International Work-Conference on IWBBIO 2023, held in Meloneras, Gran Canaria, Spain, during July 12-14, 2022. The total of 79 papers presented in the proceedings, was carefully reviewed and selected from 209 submissions. The papers cove the latest ideas and realizations in the foundations, theory, models, and applications for interdisciplinary and multidisciplinary research encompassing disciplines of computer science, mathematics, statistics, biology, bioinformatics, and biomedicine.
£66.49
Springer International Publishing AG Computational Science and Its Applications –
Book SynopsisThis nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023. The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023).Table of ContentsComputational methods for porous geomaterials (CompPor 2023).- Simulation of two-phase flow in models with micro-porous material.- Numerical dispersion mitigation neural network with the model-based training dataset optimization.- Frequency domain numerical dispersion mitigation network.- Field-split iterative solver for quasi-static Biot equation.- Seismic monitoring of hydrocarbon deposits using a viscoelastic medium model based on deep learning.- Adaptive data-based optimization of the training dataset for the NDM-net.- Numerical evaluating the permeability of rocks based on correlation dependence on geometry.- Modeling of Temperature-Dependent Wavefields in Porous Media.- Optimal time-step for coupled CFD-DEM model in sand production.- genDer Equity/equaLity In transport And mobility (DELIA 2023).- Urban and social policies for the borderless city.- A two-step analysis of the accessibility of the local public transport service by university students residing in Enna.- International Workshop on Defense Technology and Security (DTS 2023).- Anti-tampering process for the protection of weapon systems technology in Korea.- BTIMFL: A Blockchain-based Trust Incentive Mechanism in Federated Learning.- Area-Efficient Accelerator for the Full NTRU-KEM Algorithm.- PrinterLeak: Exfiltration from Air-Gapped Networks by Exploiting Printer Display Panels.- Design of an integrated cyber defense platform for communication network security of intelligent smart units.- Evaluating Inner Areas Potentials (EIAP 2023).- PROJECTS AND FUNDING IN ITALIAN INNER AREAS: LEARNING FROM THE 2014-2020 PROGRAMMING OF THE SNAI NATIONAL STRATEGY.- TThe SAVV+P method: integrating qualitative and quantitative analyses to evaluate the territorial potential.- A stakeholder analysis to support resilient strategies in the Alta Valsesia inner area.- Emerging trends in the territorial and rural vulnerability-vibrancy evaluation. A bibliometric analysis.- sustainablE mobiLity Last mIle lOgisTic (ELLIOT 2023).- A bi-objective routing problem with trucks and drones: minimizing mission time and energy consumption.- Pick-up point location optimisation using a two-level multi-objective approach: the Enna case study.- Freight distribution in urban area: estimating the impact of commercial vehicles on traffic congestion.- The role of city logistics in pursuing the goals of Agenda 2030.- Urban Air Mobility: Multi-objective Mixed Integer Programming Model for solving the Drone Scheduling Problem.- Econometrics and Multidimensional Evaluation of Urban Environment (EMEUE 2023).- Urban slum upgrading: a model for expeditious estimation of the cost of interventions.- Blockchain and the General Data Protection Regulation: Healthcare Data Processing.- A spatial statistical approach for the analysis of urban poverty.- Short-Term Island: Sharing Economy, Real Estate Market and Touristification Interplay in Capri (Italy).- The One-Stop Shop business model for improving building energy efficiency: analysis and applications.- Creative Culture-led Strategies for Sustainable Innovations: The Multidimensional Valorisation Project of the Pioppi Living Museum of the Sea, Italy.- Regenerating the landscape through the co-production of complex values.- An evaluation methodology to support the definition of temporal priorities lists for urban redevelopment projects.- The Strategic Planning for the Promotion of Cultural Tourism in a Wide Area of Calabria: The Armeni Valley.- Assessment of public health performance in relation to hospital energy demand, socio-economic efficiency and quality of services: an Italian case study.- Comparing Environmental Values and CO2 Values in Geographical contexts.- Ecosystem Services in Spatial Planning for resilient urban and rural areas (ESSP 2023).- Living Labs as a method of knowledge value transfer in a natural area.- Refining the use of ecosystem services to increase sustainability and resilience in tropical agriculture.- The analysis of the urban open spaces system for resilient and pleasant historical districts.- Monitoring recent afforestation interventions as relevant issue for urban planning.- Fragmentation tool to develop ecological network from the local to the municipal scale. A Roadmap for green infrastructure planning and design.- Preventing Urban Floods by Optimized Modeling: A Comparative Evaluation of Alternatives in Izmir (Türkiye).- The evolution of Natural Capital Accounting: from origins to System of Environmental-Economic Accounting.- Assessing the relation between land take and landslide hazard. Evidence from Sardinia, Italy.- GeoAI approach for analyzing territorial specialization in Ecosystem Services provisioning.
£67.49
Springer International Publishing AG Computational Science and Its Applications –
Book SynopsisThis nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023.The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023).Table of ContentsIntegrated methods for the ecosystem-services accounting in urban decision process (Ecourbn 2023).- Research, development and innovation projects for territorial cohesion in inland marginal areas: economic analysis of social and cultural benefits.- The role of Renewable Energy Communities in the sustainable urban development.- The infrastructure sector sustainability: using of the Deterministic Frontier Analysis for performance-accounting measurement.- Unveiling the potential use of Euler Equations in the Utility Additive Analysis for mass appraisal.- Evaluation Aspects in the Strategic Planning of a Reticular DMO for the Promotion of Inner Areas of Calabria.- Integrating ecosystem services value in the economic assessment of urban projects. Proposal of an analytical-operative approach.- Ethical AI applications for a human-centered cyber society (EthicAI 2023).- Ethical Artificial Intelligence in Telerehabilitation of Neurodevelopmental Disorders: A position paper.- Natural Language Processing Techniques for Hate Speech Evaluation for Brazilian Portuguese.- From Black Box to Glass Box: Advancing Transparency in Artificial Intelligence Systems for Ethical and Trustworthy AI.- 13th International Workshop on Future Computing System Technologies and Applications (FiSTA 2023).- Towards a Dynamic Computation Offloading Mechanism with Twin Delayed DDPG in Edge Computing.- Data-flow Visual Programming Environment for Small IoT Devices.- Tweets Sentiment Analysis of Putin's Participation at the G20 Summit in Indonesia.- Droneways: Definition of Unmanned Aircraft Vehicles Airways and Traffic Management for Urban and Interurban Environments - A Survey.- Geomatics for Resource Monitoring and Management (GRMM 2023).- Integration of Copernicus data and services to assess local aridity conditions in the Apulian context: the case of Marina di Ginosa.- Integrated use of geomatic methodologies for monitoring an instability phenomenon.- Crowdsensing close-range photogrammetry for accurately reconstructing a digital twin of a Cultural Heritage building using a Smartphone and a compact camera.- Landsat 9 satellite images potentiality in extracting Land Cover classes in GEE environment using an index-based approach: the case study of Savona city.- Collaborative Planning and Designing for the Future with Geospatial Applications (GeoCollab 2023).- Geodesign Education: Case Studies from the US, Brazil and Italy.- Geomatics in Agriculture and Forestry: new advances and perspectives (GeoForAgr 2023).- Enhanced map composition and diachronic land cover classification of Landsat data in Google Earth Engine.- Intra-network analysis based on the comparison between the graph theory approach and Pathwalker.- MEDALUS model evolutions and prospects Case study Sicily.- Predictive Modelling of Maize Yield Using Sentinel 2 data.- UAV LiDAR survey for forest structure metrics estimation in planning scenario. A case study on a laricio pine forest in the Sila mountains (southern Italy).- Palm Tree Dataset Construction with Plant Height Estimation and Plant Counting Tasks.- Geographical Analysis, Urban Modeling, Spatial Statistics (Geog-An-Mod 2023).- Grid-based generalisation of area polygons for automated application in small-scale statistical maps.- Natural Fracture Network Model using Machine Learning Approach.- Indicators engineering for land use changes analysis. A study on the Mediterranean coastal strip.- Agricultural crops and spatial distribution of migrants: case studies in Campania Region (Southern Italy).- Agricultural crops and spatial distribution of migrants: case studies in Campania Region (Southern Italy).- Mapping political extremism on Twitter in Brazil.- Increasing urban Sustainability designing vertical garden: the experience of Pisticci Municipality (Southern Italy).- The 15-minute city model: assessment of the socio-economic and environmental impacts associated with the location of essential amenities.- Spatial Multi-Criteria Analysis for identifying suitable locations for Green Hydrogen Infrastructure.- Urban regeneration in the age of transitions.- Emerging technology trends in geocomputation methods: a literature review.- Emerging technology trends in geocomputation methods: a literature review.- Transport and Logistics Performance Assessment: Beyond the Conventional Approach.- Agrovoltaic as a possible outcome to the difficult relationship between land use and photovoltaics. A case study from Puglia region.- Implementing a developed strategy for revitalizing industrial areas in crisis. The experience of the Tito industrial area in the Basilicata Region (southern Italy).- Combining tourism revitalization with environmental regeneration through the restoration of Piano del Conte Lake in Lagopesole (Southern Italy).- A Machine Learning Method for the Analysis of Urban Italian Mobility.
£67.49
Springer International Publishing AG Computational Science and Its Applications –
Book SynopsisThis nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023. The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023).Table of ContentsInternational Workshop on Information and Knowledge in the Internet of Things (IKIT 2023).- Opportunities and Challenges of Digital Transformation in the Public Sector: the Case of Ecuador.- Real-time Anomaly Detection Business Process For Industrial Equipment Using Internet of Things and Unsupervised Machine Learning Algorithms.- IoT Based Recycling Bins for Santa Elena Province.- Arduino and the construction of a height and heart rate meter.- Effects of the Olympics on Citizens' Interest in Foreign Cultures: Evidence from the Tokyo 2020 Games.- How 5G will transform Smart Cities: A Literature Review.- FPGA-based Hardware/Software Codesign for Video Encoder on IoT Edge Platforms.- Impact of ICT on the agricultural sector's sustainability: evidence based on practices.- Identification of Bus Stations on the Urban Transport Network based on GPS Tracking Data.- Augmented Computing and Smart Cities Sustainability.- IOHIVE: Architecture and Infrastructure of an IOT System for Beehive Monitoring and an Interactive Journaling Wearable Device for Beekeepers.- Emerging Data Driven smart city and its solutions for sustainability: the case of Cuenca-Ecuador.- Adoption of the rules of the General Data Protection Regulation on the Websites of Municipalities.- International Workshop on Collective, Massive and Evolutionary Systems (IWCES 2023).- Preliminary Results of Group Detection Technique based on User to Vector Encoding.- Sentiment Processing of Socio-Political Discourse and Public Speeches.- Multidimensional evolutionary evaluations for transformative approaches (MEETA 2023).- Community archive: a place-based census technique for urban regeneration.- Culture & The City: Towards a context-aware assessment framework.- Smart Circular Cities and Stakeholders Engagement: A Literature Review to Explore the Role of Artificial Intelligence.- Evaluating energy communities: new social and economic model to implement the ecological transition.- Participatory art and Co-creation methodology in the "Viale delle Metamorfosi" project.- Tailored regeneration process for urban brownfield: an evaluative approach for the Castellammare di Stabia, Italy.- Exploring transformative potentials of urban cemeteries through an Evolutionary Evaluation approach: the case study of "Poggioreale" in Naples (Italy).- Landscape-based Fire Resilience: Identifying Interaction between Landscape Dynamics and Fire Regimes in the Mediterranean Region.- GIS based hierarchical fuzzy MCDA framework for detecting critical urban areas in climate scenarios.- Urban regeneration strategies for implementing the cir-cular city model: the key role of the community engage-ment.- Building multi-dimensional models for assessing complex environmental systems (MES 2023).- Civic uses as complex socio-ecological system: a proposal for an analytical framework.- Evaluation of NBS solutions for climate resilience and adaptation in the Sub-Saharan Africa: the case of Ghana's Ashanti region.- Supporting the resources allocation for inner areas by the use of the FITradeoff method.- Renewable energy sources and ecosystem services: Measuring the impacts of ground-mounted photovoltaic panels.- NBS design and implementation in urban systems: dimensions, challenges and issues to construct a comprehensive evaluation framework.- How to address marginalization in small towns: a MCDA approach to comparing different strategies in Campania Region.- Learning urban sustainability by playing.- The Canvas model to support the circular urban regeneration projects.- Supporting the management plan of a World Heritage Site nomination through a multi-step evaluation approach.- Evaluating Nature-Based Solutions impacts: a preliminary framing of assessment methods.- An evaluation model to support strategic urban planning in Italy: the application of Community Impact Evaluation.- Mathematical Methods for Image Processing and Understanding (MMIPU 2023).- Mathematical models and neural networks for the description and the correction of typical distortions of historical manuscripts.- A mathematical model for the analysis of eye fundus images in healthy and diabetic patients.- Mapped Variably Scaled Kernels: Applications to Solar Imaging.- Fruit fly detection and classification in IoT setup.- A Finite differences-based metric for Magnetic Resonance Image inpainting.- Improving color image binary segmentation using Nonnegative Matrix Factorization.- Truncated minimal-norm Gauss-Newton method applied to the inversion of FDEM data.- Blind source separation of color noisy blurred images.- Quadratically transformed luminance chrominance spaces.
£80.74
Springer International Publishing AG Computational Science and Its Applications –
Book SynopsisThis nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023. The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023).Table of ContentsSmart Tourism (SmartTourism 2023).- The concept of smart marinas for the implementation of Croatian nautical tourism.- A Decade Bibliometric Analysis of Decision Making in Tourism and Hospitality.- Smart Touristic Ports - The emergence of sustainable marinas from Smart conversion. What future for Sardinia's ports.- Assessing Management Effectiveness: Manglares El Salado Fauna Production Reserve study case.- Smart and slow tourism in protected natural contexts.- Spatial Energy planning, city and Urban Heritage (Spatial_energy_city 2023).- Conservation and regeneration for a sustainable and circular city.- Problem setting on energy risk and climate change adaptation: topics and tools.- The role of spatial circular planning in urban governance. A set of indicators to evaluate performance of urban regeneration.- Theoretical and Computational Chemistry and its Applications (TCCMA 2023).- Protein tetrahedral networks by invariant shape coordinates.- Guided Clustering for Selecting Representatives Samples in Chemical Databases.- Thermodynamic Analysis of Digestate Pyrolysis Coupled with CO2 Sorption.- Coding Cross Sections of an Electron Charge Transfer Process: analysis of different cuts for the entrance and exit potentials.- Transport Infrastructures for Smart Cities (TISC 2023).- Sustainable retrofitting of urban streets for mitigation of traffic vibration by means of anti-vibrating trenches.- Some remarks on automatic braking system related to pedestrian safety.- Potential Application of Marble and Crushed Mussel Shells By-Products to be Used as Aggregates in Plain Concrete Mixes.- Impact Indexes Comparison Study Using Environmental Product Declarations (EPDs) on Innovative Cement Bound Granular Material Pavement Layers.- THE EFFECT OF SUBGRADE CAVITY ON PAVEMENT. A CASE STUDY.- Motorway performance in Europe and Greece.- Execution Time Experiments to Solve Capacitated Vehicle Routing Problem.- Analysis of the impact on the safety and sustainability of vehicular traffic in the landside area of Olbia - Costa Smeralda- airport.- INTERNATIONAL DESIGN PRACTICES FOR ROUNDABOUTS.- Urban Regeneration: Innovative Tools and Evaluation Model (URITEM 2023).- Decision support system for the management of interventions on buildings in the historic centre of Florence: from conservation to regeneration.- Knowledge as a prodromal action for urban regeneration and sustainable development: the case study of Munici-pality of Fondi.- Metabolic Approaches to Regeneration of the Historic Mondeggi Villa Estate.- Environmental and Landscape Constraints and Legislative Provisions in Territorial/Urban Planning and Building Constructions: impacts in urban regeneration.- Urban Space Accessibility and Mobilities (USAM 2023).- Accessibility and Polarities of Pedestrian Network in University Campuses. A Space Syntax Application.- A data-driven approach for a city-university mobility plan: the case of the University of Pisa.- Developing a parsimonious classification of traffic analysis zones using a large number of accessibility indicators and transportation level of service.- Research Trends in Tourism Participation: A Bibliometric Analysis using the Scopus Database.- Describing and Understanding the Morphology of the Urban Landscape. The Case Study of Cagliari, Italy.- The Emergence of Robotics in Tourism and Hospitality: A Bibliometric Analysis from 2017 to 2023.- Sustainability crossing the city: developing a sustainable infrastructures system for Genoa urban center.- Virtual reality and augmented Reality and Applications (VRA 2023).- An exploration towards sustainable metaverse systems for e-learning by student designers: A meta-analysis.- Design and Develop of a Smart City Digital Twin with 3D Representation and User Interface for What-If Analysis.- Numerical simulations of 1461 and 1762 San Pio delle Camere (L'Aquila) earthquakes using 3D physic-based model.- Graphical visualization of phase surface of the Sprott type A system immersed in 4D.- Open metaverse with open software.- Aerial and terrestrial LiDAR: comparisons and accuracies.- Workshop on Advanced and Computational Methods for Earth Science applications (WACM4ES 2023).- Exploring the Signature of the Apollo Medicane in the Central Mediterranean Sea through Multi-Source Data Analysis: Satellites, Radar HF, Marine Buoys, and Seismic Data in October 2021.- (Pseudo-)3D Inversion of Geophysical Electromagnetic Induction Data by Using an Arbitrary Prior and Constrained to Ancillary Information.- Transportation infrastructures exposed to seismic risk: evaluation of social costs for resilience design.- LOW-COST GEOMATICS SURVEYS FOR EMERGENCY INTERVENTIONS ON CULTURAL HERITAGE. THE CASE OF HISTORIC WALLS IN CAGLIARI.- AGEO: Advanced Citizens' Observatory for Atlantic Geohazard Risk Management.- Multidisciplinary research at the Castle of Santapau (Licodia Eubea, Italy): new data for the research, protection and enhancement of the archaeological site.
£80.74
Springer International Publishing AG Networked Systems: 11th International Conference,
Book SynopsisThis book constitutes the refereed proceedings of the 11th International Conference on Networked Systems, NETYS 2023, held in Benguerir, Morocco, during May 22–24, 2023. The 9 full papers and 3 short papers presented were carefully reviewed and selected from 31 submissions. The scope of the conference covers all aspects related to the design and the development of these systems, including, e.g., cloud systems, formal verification, concurrent and distributed algorithms, data management, data science, parallel/concurrent/distributed programming, machine learning, multi-core architectures, networks, and security.Table of ContentsMachine Learning.- Detection of Fake News Through Heterogeneous Graph Interactions.- Species Recognition via Active Learning.- Federated Graph Neural Network for Threat Intelligence.- Formal Methods.- A Formal Analysis of Karn’s Algorithm.- Comparing Causal Convergence Consistency Models.- Security & Privacy.- Encrypted search is not enough to ensure privacy.- Case Study on the Performance of ML-Based Network Intrusion Detection Systems in SDN.- Beyond Locks and Keys: Structural Equation Modeling based Framework to Explore Security Breaches through the Lens of Crime Theories.- Fault Tolerance.- Consensus on Unknown Torus with Dense Byzantine Faults.- Distributed Systems.- Approximation Algorithms for Drone Delivery Scheduling Problem.- Pebble guided Treasure Hunt in Plane.- Distance-2-Dispersion: Dispersion with Further Constraints.
£44.99
Springer International Publishing AG Computational Collective Intelligence: 15th
Book SynopsisThis book constitutes the refereed proceedings of the 15th International Conference on Computational Collective Intelligence, ICCCI 2023, held in Budapest, Hungary, during September 27–29, 2023.The 63 full papers included in this book were carefully reviewed and selected from 218 submissions. They are organized in topical sections as follows: collective intelligence and collective decision-making; deep learning techniques; natural language processing; data mining and machine learning; social networks and intelligent systems; cybersecurity, blockchain technology and Internet of Things; cooperative strategies for decision making and optimization; computational intelligence for digital content understanding; knowledge engineering and application for Industry 4.0; computational intelligence in medical applications; and ensemble models and data fusion.Table of ContentsCollective Intelligence and Collective Decision-Making.- Hybrid Genetic Algorithms to Determine 2-Optimality Consensus for a Collective of Ordered Partitions.- From Fragmented Data to Collective Intelligence: A Data Fabric Approach for University Knowledge Management.- An Architecture for Enabling Collective Intelligence in IoT Networks.- Self-Organizing Maps for Data Purchase Support in Data Marketplaces.- Agent based model of elementary school group learning – a case study.- Deep Learning Techniques.- Deep Reinforcement Learning for Jointly Resource Allocation and Trajectory Planning in UAV-assisted Networks.- DNGAE: Deep Neighborhood Graph Autoencoder for robust blindhyperspectral unmixing.- Unlocking the Potential of Deep Learning and Filter Gabor for Facial Emotion Recognition.- Graph Convolution Collaborative Filtering with Dense Embeddings.- Automatic Quantization for Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-ray Image Classification.- A Convolutional Autoencoder Approach for Weakly Supervised Anomaly Video Detection.- Sparsity-invariant Convolution for Forecasting Irregularly Sampled Time Series.- Efficient Sparse Networks from Watts-Strogatz Network Priors.- Natural Language Processing.- Exploring the Role of Monolingual Data in Cross-Attention Pre-Training for Neural Machine Translation.- Development of a dictionary for preschool children with weak speech skills based on the Word2Vec method.- An abstractive automatic summarization approach based on a text comprehension model of cognitive psychology.- Detecting Duplicate Multiple Choice Questions in The Large Question Bank.- A Context-Aware Approach for Improving Dialog Act Detection in a Multilingual Conversational Platform.- Data Minning and Machine learning.- Efficient Association Rules Minimization Using a Double-Stage Quine-McCluskey-Based Approach.- Complexity-Based Code Embeddings.- Differentially Private Copulas, DAG and Hybrid Methods: a Comprehensive Data Utility Study.- Analysing Android Apps Classification and Categories Validation by using Latent Dirichlet Allocation.- Staircase Recognition based on Possibilistic Feature Quality Assessment Method.- Social Networks and Intelligent Systems.- Toward effective link prediction based on local information in organizational social networks.- A new topic modeling method for tweets comparison.- Measuring gender: A machine learning approach to social media demographics and author profiling.- Crisis Detection by Social and Remote Sensing Fusion: A selective Attention Approach.- Educational Videos Recommendation System Based On Topic Modeling.- Cybersecurity, Blockchain Technology and Internet of Things.- A Two-hop Neighborhood Based Berserk Detection Algorithm for Probabilistic Model of Consensus in Distributed Ledger Systems.- Trust Assessment on Data Stream Imputation in IoT Environments.- Optimizing Merkle Tree Structure for Blockchain transactions by a DCProgramming approach.- Wearable Tag for Indoor Localization in the context of Ambient Assisted Living.- Hyperledger blockchain-enabled cold chain application for flower logistics.- A Fully Decentralized Privacy-Enabled Federated Learning System.- Cooperative Strategies for Decision Making and Optimization.- Two-dimensional Pheromone in Ant Colony Optimization.- Analysis of different reinsertion strategies in Steady State GeneticAlgorithm.- Traffic Optimization by Local Bacterial Memetic Algorithm.- Optimizing Fire Control Monitoring System in Smart Cities.- Computational Intelligence for Digital Content Understanding.- Desertification Detection in Satellite Images using Siamese Variational Autoencoder with Transfer Learning.- Speaker Identification Enhancement Using Emotional Features.- Classification of punches in Olympic boxing using static RGB cameras.- Learning Human Postures using Lab-Depth HOG Descriptors.- SemiMemes: A Semi-supervised Learning Approach for Multimodal Memes Analysis.- Extrinsic Calibration Framework for Camera-Lidar Fusion using Recurrent Residual Network.- GAN-based Data Augmentation and Pseudo-Label Refinement for Unsupervised Domain Adaptation Person Re-Identification.- Intelligent Automated Pancreas Segmentation using U-Net Model Variants.- Knowledge Engineering and Apllication for Industry 4.0.- Energy and Congestion Awareness Traffic Scheduling in HybridSoftware-Defined Network with Flow Splitting.- "Is Proton good enough?" - a performance comparison between gaming on Windows and Linux.- Complete Coverage and Path Planning for Emergency Response by UAVs in Disaster Areas.- Complete Coverage and Path Planning for Emergency Response by UAVs in Disaster Areas.- Complex layers of ranked prognostic models.- Project Team Members competences configuration: a proactive andreactive approach.- Computational Intelligence in Medical Applications.- Teeth disease recognition based on X-ray images.- Predicting Alzheimer’s Disease Diagnosis Risk over Time with Survival Machine Learning on the ADNI Cohort.- MEP: A Comprehensive Medicines Extraction System on Prescriptions.- New Approaches to Monitoring Respiratory Activity as Part of an Intelligent Model for Stress Assessment.- An Adaptive Network Model for Anorexia Nervosa: Addressing the Effects of Therapy.- ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 chest X-Ray image.- Ensemble Models and Data Fusion.- Credit Risk Scoring Using a Data Fusion Approach.- Goal-oriented Classification of Football Results.- Learning from Imbalanced Data Streams Using Rotation-based Ensemble Classifiers.- DE-Forest – optimized decision tree ensemble.- Mining multiple class imbalanced datasets using a specialized balancing algorithm and the Adaboost technique.- Investigation and prediction of Cognitive Load During Memory and Arithmetic Tasks.
£85.49
Springer International Publishing AG Software Architecture: 17th European Conference,
Book SynopsisThis book constitutes the refereed proceedings of the 17th International Conference on Software Architecture, ECSA 2023, held in Istanbul, Turkey, in September 2023.The 16 full papers and the 9 short papers included in this volume were carefully reviewed and selected from 71 submissions. They address the most recent, innovative, and significant findings and experiences in the field of software architecture research and practice.Table of ContentsQuality in Software Architecture.- Architecture Modeling and Design.- Artificial Intelligence and Autonomous Systems.- Software Architecture Implementation and Deployment.- Software Architecture Documentation.
£56.99
Springer International Publishing AG Information, Communication and Computing
Book SynopsisThis book constitutes the refereed proceedings of the 8th International Conference on Information, Communication and Computing Technology, ICICCT 2023, held in New Delhi, India, during May 27, 2023.The 14 full papers included in this book were carefully reviewed and selected from 60 submissions. They were organized in topical sections as follows: global platform for researchers, scientists and practitioners from both academia and industry to present their research and development activities in all the aspects of Pattern Recognition and computational Intelligence techniques.Table of ContentsUsing BERT for Swiss German Sentence Prediction.- An ARIMA and XGBoost Model utilized for forecasting Municipal Solid Waste generation.- An Empirical Study of Intrusion Detection By Combining Clustering and Classification Methods.- Personalized Movie Recommendation Prediction Using Reinforcement Learning.- An Ensemble And Deep Neural Network Based Approaches For Automated Sentiment Analysis.- In-Store Product Placement using LiDAR-Assisted Discrete PSO Algorithm.- Deep Residual Variational Autoencoder for Image Super-Resolution.- Hybrid HAN Model to Investigate Depression from Twitter Posts.- Transfer Learning-Based Encoder-Decoder Model For Skin Lesion Segmentation.- A System For Liver Tumor Detection.- High Speed and Efficient Reconfigurable Histogram Equalisation Architecture for Image Contrast Enhancement.- A Practical Use For AI-Generated Images.- Homomorphic Encryption Schemes using Nested Matrices.- A Deep Learning Model for Heterogeneous Dataset Analysis - Application to Winter Wheat Crop Yield Prediction.
£49.49
Springer International Publishing AG E-Business and Telecommunications: 19th
Book SynopsisThis book includes extended and revised versions of a set of selected papers presented at the 19th International Conference on Smart Business Technologies, ICSBT 2022, Lisbon, Portugal, July 14–16, 2022, and 19th International Conference on Security and Cryptography, SECRYPT 2022, Lisbon, Portugal, July 11-13, 2022.The 7 full papers included in the volume were carefully selected from the 143 submissions accepted to participate in the conference. The papers present reciting research on e-Business technology and its current applications; and all aspects of security and privacy.Table of ContentsSPOT+: Secure and Privacy-Preserving Proximity-Tracing Protocol with Efficient Verification over Multiple Contact Information.- Blind side channel on the Elephant LFSR Extended version.- Stacked Ensemble Models Evaluation on DL Based SCA.- Explaining the Use of Cryptographic API in Android Malware.- Explaining the Use of Cryptographic API in Android Malware.- Intrinsic Weaknesses of IDSs to Malicious Adversarial Attacks and their Mitigation.- Compressing Big OLAP Data Cubes in Big Data Analytics Systems: New Paradigms, a Reference Architecture, and Future Research Perspectives.
£49.49
Springer International Publishing AG Intelligent Systems: 12th Brazilian Conference,
Book SynopsisThe three-volume set LNAI 14195, 14196, and 14197 constitutes the refereed proceedings of the 12th Brazilian Conference on Intelligent Systems, BRACIS 2023, which took place in Belo Horizonte, Brazil, in September 2023. The 90 full papers included in the proceedings were carefully reviewed and selected from 242 submissions. They have been organized in topical sections as follows:Part I: Best papers; resource allocation and planning; rules and feature extraction; AI and education; agent systems; explainability; AI models; Part II: Transformer applications; convolutional neural networks; deep learning applications; reinforcement learning and GAN; classification; machine learning analysis;Part III: Evolutionary algorithms; optimization strategies; computer vision; language and models; graph neural networks; pattern recognition; AI applications. Table of ContentsEmbracing data irregularities in multivariate time series with Recurrent and Graph Neural Networks.- Regulation and Ethics of Facial Recognition Systems: an analysis of cases in the Court of Appeal in the State of São Paulo.- A combinatorial optimization model and polynomial time heuristic for a problem of finding specific structural patterns in networks.- Efficient Density-Based Models for Multiple Machine Learning Solutions over Large Datasets.- Exploring Text Decoding Methods for Portuguese Legal Text Generation.- Community Detection for Multi-Label Classification.- A Monte Carlo Algorithm for Time-Constrained General Game Playing.- Alpha-MCMP: trade-offs between probability and cost in SSPs with the MCMP criterion.- Specifying Preferences over Policies using Branching Time Temporal Logic.- Logic-based Explanations for Linear Support Vector Classifiers with Reject Option.- The Multi-Attribute Fairer Cover Problem.- A Custom Bio-Inspired Algorithm for the Molecular Distance Geometry Problem.- Allocating Dynamic and Finite Resources to a Set of Known Tasks.- A Multi-algorithm approach to the optimization of thermal power plants operation.- An incremental MaxSAT-based model to learn interpretable and balanced classification rules.- d-CC Integrals: generalizing CC-integrals by restricted dissimilarity functions with applications to fuzzy-rule based systems.- FeatGeNN: Improving Model Performance for Tabular Data with Correlation-based Feature Extraction.- Hierarchical Time-aware Approach for Video Summarization.- Analyzing college student dropout risk prediction in real data using walk-forward validation.- The artificial intelligence as a technological resource in the application of tasks for the development of joint attention in children with autism.- Machine teaching: an explainable machine learning model for individualized education.- BLUEX: a benchmark based on Brazilian Leading Universities Entrance eXams.- Towards Generating P-Contrastive Explanations for Goal Selection in extended-BDI Agents.- Applying Theory of Mind to Multi-Agent Systems: A Systematic Literature Review.- A Spin-off Version of Jason for IoT and Embedded Multiagent Systems.- Hybrid Multilevel Explanation: A new approach for explaining regression models.- Explainability of COVID-19 Classification Models using Dimensionality Reduction of SHAP values.- An explainable model to support the decision about the appropriate therapy protocol for AML.- Bayes and Laplace versus the world: A new label attack approach in federated environments based on Bayesian Neural Networks.- MAT-Tree: A Tree-based Method for Multiple Aspect Trajectory Clustering.
£61.74
Springer International Publishing AG Intelligent Systems: 12th Brazilian Conference,
Book SynopsisThe three-volume set LNAI 14195, 14196, and 14197 constitutes the refereed proceedings of the 12th Brazilian Conference on Intelligent Systems, BRACIS 2023, which took place in Belo Horizonte, Brazil, in September 2023. The 90 full papers included in the proceedings were carefully reviewed and selected from 242 submissions. They have been organized in topical sections as follows:Part I: Best papers; resource allocation and planning; rules and feature extraction; AI and education; agent systems; explainability; AI models; Part II: Transformer applications; convolutional neural networks; deep learning applications; reinforcement learning and GAN; classification; machine learning analysis;Part III: Evolutionary algorithms; optimization strategies; computer vision; language and models; graph neural networks; pattern recognition; AI applications. Table of ContentsTransformer Model for Fault Detection From Brazilian Pre-Salt Seismic Data.- Evaluating Recent Legal Rhetorical Role Labeling Approaches Supported by Transformer Encoders.- Dog Face Recognition Using Vision Transformer.- Convolutional neural networks for the molecular detection of Covid-19.- Hierarchical Graph Convolutional Networks for Image Classification.- Interpreting Convolutional Neural Networks for Brain Tumor Classification: An Explainable Artificial Intelligence Approach.- Enhancing Stock Market Predictions through the Integration of Convolutional and Recursive LSTM Blocks: A Cross-Market Analysis.- Ensemble architectures and efficient fusion techniques for Convolutional Neural Networks: an analysis on resource optimization strategies.- Dog Face Recognition using Deep Feature Embeddings.- Clinical oncology textual notes analysis using machine learning and deep learning.- EfficientDeepLab For Automated Trachea Segmentation On Medical Images.- Multi-Label Classification of Pathologies in Chest Radiograph Images Using DenseNet.- Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers.- Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence.- Deep Reinforcement Learning for Voltage Control in Power Systems.- Performance Analysis of Generative Adversarial Networks and Diffusion Models for Face Aging.- Occluded Face In-painting Using Generative Adversarial Networks - A ReviewClassification of facial images to assist in the diagnosis of Autism Spectrum Disorder: a study on the effect of face detection and landmark identification algorithms.- Constructive Machine Learning and Hierarchical Multi-label Classification for Molecules Design.- AutoMMLC: An Automated and Multi-objective Method for Multi-label Classification.- Merging Traditional Feature Extraction and Deep Learning for Enhanced Hop Variety Classification: A Comparative Study Using the UFOP-HVD Dataset.- Feature Selection and Hyperparameter Fine-tuning in Artificial Neural Networks for Wood Quality Classification.- A Feature-based Out-of-Distribution Detection Approach in Skin Lesion Classification.- A framework for characterizing what makes an instance hard to classify.- Physicochemical Properties for Promoter Classification.- Critical analysis of AI indicators in terms of weighting and aggregation approaches.- Estimating Code Running Time Complexity with Machine LearningThe Effect of Statistical Hypothesis Testing on Machine Learning Model Selection.
£61.74
Springer International Publishing AG Intelligent Systems: 12th Brazilian Conference,
Book SynopsisThe three-volume set LNAI 14195, 14196, and 14197 constitutes the refereed proceedings of the 12th Brazilian Conference on Intelligent Systems, BRACIS 2023, which took place in Belo Horizonte, Brazil, in September 2023. The 90 full papers included in the proceedings were carefully reviewed and selected from 242 submissions. They have been organized in topical sections as follows:Part I: Best papers; resource allocation and planning; rules and feature extraction; AI and education; agent systems; explainability; AI models; Part II: Transformer applications; convolutional neural networks; deep learning applications; reinforcement learning and GAN; classification; machine learning analysis;Part III: Evolutionary algorithms; optimization strategies; computer vision; language and models; graph neural networks; pattern recognition; AI applications. Table of ContentsMulti-objective Genetic Algorithms Applied to the Optimization of Expanded Genetic Codes.- Genetic Algorithms with Optimality Cuts to the Max-Cut Problem.- Assessment of robust multi-objective evolutionary algorithms on robust and noisy environments.- Binary Flying Squirrel Optimizer for Feature Selection.- Fitness Landscape Analysis of TPOT using Local Optima Network.- Optimization Strategies for BERT-based Named Entity Recognition.- FlexCon-CE: A Semi-supervised Method with an Ensemble-based Adaptive Confidence.- Single Image Super-Resolution Based on Capsule Neural Networks.- Development of a Deep Learning Model for the Classification of Mosquito Larvae Images.- A Simple and Low-cost Method for Leaf Surface Dimension Estimation Based on Digital Images.- Crop Row Line Detection with Auxiliary Segmentation Task.- Multiple object tracking in native bee hives: A case study with Jataí in the field.- An Open Source Eye Gaze Tracker system to perform remote user testing evaluations.- Who Killed the Winograd Schema Challenge?Sabiá: Portuguese Large Language Models.- Disambiguation of Universal Dependencies Part-of-Speech Tags of Closed Class Words in Portuguese.- Bete: A Brazilian Portuguese Dataset for Named Entity Recognition and Relation Extraction in the Diabetes Healthcare Domain.- LegalBert-pt: A Pretrained Language Model for the Brazilian Portuguese Legal Domain.- A Framework for Controversial Political Topics Identification using Twitter Data.- Leveraging Sign Language Processing with Formal SignWriting and Deep Learning ArchitecturesA clustering validation index based on semantic description.- Detecting Multiple Epidemic Sources in Network Epidemics using Graph Neural Networks.- Prediction of cancer-related miRNA targets using an integrative heterogeneous Graph Neural Network-based method.- Time series forecasting of COVID-19 cases in Brazil with GNN and mobility networks.- Federated Learning and Mel-spectrograms for Physical Violence Detection in Audio.- Police Report Similarity Search: a case study.- Evaluating Contextualized Embeddings for Topic Modeling in Public Bidding Domain.- A Tool for Measuring Energy Consumption in Data Stream Mining.- Improved Fuzzy Decision System for Energy Bill Reduction in the Context of the Brazilian White Tariff Scenario.- Exploring Artificial Intelligence methods for the automatic measurement of a new biomarker aiming at glaucoma diagnosis.- Investigation of deep Active Self-Learning algorithms applied to named entity recognition.
£61.74
Springer International Publishing AG Information and Communication Technologies: 11th
Book SynopsisThis book constitutes the proceedings of the 11th Ecuadorian Conference on Information and Communication Technologies, TICEC 2023, held in Cuenca, Ecuador, during October 18–20, 2023.The 31 full papers presented were carefully reviewed and selected from 120 submissions. The papers cover a great variety of topics, such as internet of things, cyber-physical systems, human-machine interface, artificial Intelligence, e-Learning, smart healthcare, smart healthcare and others. The papers are organized in the following topical sections: data science and machine learning; ICTs and their applications; and software development.Table of ContentsData Science and Machine Learning: Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-driven Analysis with Clustering and Biplot Techniques.- Human Trafficking in Social Networks: A Review of Machine Learning Techniques.- Exploring the Performance of Deep Learning in High-Energy Physics.- Human actions recognition system based on Neural Networks.- Big Data Architecture for Air Pollution Spatial Visualization: Quito, Ecuador.- The Role of Twitter in Media Coverage during Humanitarian Crises. Data mining from International News Agencies.- Applied Metaheuristics in International Trading: A Systematic Review.- Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques.- Forecasting the Consumer Price Index of Ecuador using Classical and Advanced Time Series Models.- Forecasting PM2.5 concentrations in ambient air using a transformer based neural network.- Machine Learning Applied to the Analysis of Glacier Masses.- Profit vs Accuracy: Balancing the Impact on Users Introduced by Profit-Aware Recommender Systems.- Augmenting Data with DCGANs to Improve Skin Lesions Classification.- Unraveling the power of 4D residual blocks and transfer learning in violence detection.- ICTs and their Applications: Brainwaves communication system for people with reduced mobility and verbal impairment.- Advanced metrics to evaluate autistic children's attention and emotions from facial characteristics using a human-robot-game interface.- Performance analysis of You Only Look Once, RetinaNet, and Single Shot Detector applied to vehicle detection and counting.- Tumor kidney segmentation from CT images using residual U-net architecture.- Classification of Alzheimer disease’s Severity Using Support Vector Machine and Deep Feature Extraction of Convolutional Neural Networks: a Contrasting of Methodologies.- Creation of an alert device for early detection of epilepsy using an EEG signal power threshold.- Optimal location of the electric vehicle charging stands using multi-objective evolutionary algorithms: Cuenca city as a case study.- Detecting Parkinson’s Disease with Convolutional Neural Networks: Voice Analysis and Deep Learning.- Hyperparameter Tuning in a Dual Channel U-Net for Medical Image Segmentation.- Vitreous Hemorrhage Segmentation in Fundus Images by using an Efficient-UNet Network.- A non-invasive portable solution to estimate hemoglobin levels in the blood.- Mask R-CNN and YOLOv8 comparison to perform tomato maturity recognition task.- Software Development.- Development of a distributed hydrological model of continuous generation, in a GIS environment.- A Domain-Specific Language and Model-Based Engine for Implementing IoT Dash- board Web Applications.- Feasibility of using serious MIDI-AM videogames as resources in early childhood education.- Search and Visualization of Researcher Networks: Co-authorship in Ecuador.- Visualization Models Applied to Atmospheric Pollutants and Meteorological Variables: A Systematic Literature Review.
£71.24
Springer International Publishing AG Provable and Practical Security: 17th
Book SynopsisThis volume LNCS 14217 constitutes the refereed proceedings of the 17th International Conference on Provable and Practical Security, ProvSec 2023, held in Wuhan, China, during October 2023. The 20 full papers presented together with 3 short papers were carefully reviewed and selected from 71 submissions. The conference focuses on Fundamentals & Cryptographic Primitives; Cryptanalysis; Signature; Encryption; Privacy Preservation; and Blockchain Security.Table of ContentsFundamentals & Cryptographic Primitives.- Efficient Zero-Knowledge Arguments for Matrix Relations over Rings and Non-malleable Enhancement.- Reversible Data Hiding in Encrypted Images Based on Block Classification Coding of Sparse Representation.- Signcryption-based Encrypted Traffic Detection Scheme for Fast Establishing Secure Connections.- Cryptanalysis.- Improved Key-Recovery Attacks under Imperfect SCA Oracle for Latticebased KEMs.- Linear Cryptanalysis of Lightweight Block Cipher WARP.- Linicrypt in the Ideal Cipher Model.- Signature.- SMHSDVS: A Secure and Mutual Heterogeneous Strong Designated Signature between PKI and IBC.- Key-Range Attribute-Based Signatures for Range of Inner Product and Its Applications.- A Certificateless Aggregate Signature Scheme with Better Security.- Constant-size Group Signatures with Message-Dependent Opening from Lattices.- Post-quantum Sigma Protocols and Signatures from Low-Rank Matrix Completions.- Threshold Ring Signature Scheme from Cryptographic Group Action.- Encryption.- Homomorphic Witness Encryption from Indistinguishable Obfuscation.- Identity-based Matchmaking Encryption Secure against Key Generation Center.- Multi-Input Functional Encryption for Unbounded Inner Products.- FleS: a compact and parameter-flexible supersingular isogeny based public key encryption scheme.- A New Revocable Attribute Based Encryption on Lattice.- An efficient keyword-based ciphertext retrieval scheme.- Privacy Preservation.- Privacy Preserving Outsourced K-means Clustering using Kd-tree.- Fuzzy Deduplication Scheme Supporting Pre-verification of Label Consistency.- A Privacy-Preserving Takeaway Delivery Service Scheme.- Blockchain Security.- CDRF: A Detection Method of Smart Contract Vulnerability Based on Random Forest.- simuBits: Pool Security Verification of Novel Mining Attacks.
£61.74
Springer International Publishing AG Security and Trust Management: 19th International
Book SynopsisThis book constitutes the proceedings of the 19th International Workshop on Security and Trust Management, STM 2023, co-located with the 28th European Symposium on Research in Computer Security, ESORICS 2023, held in The Hague, The Netherlands, during September 28th, 2023 The 5 full papers together with 4 short papers included in this volume were carefully reviewed and selected from 15 submissions. The workshop presents papers with topics such as security and privacy, trust models, security services, authentication, identity management, systems security, distributed systems security, privacy-preserving protocols.Table of ContentsImpact of Consensus Protocols on the Efficiency of Registration and Authentication process in Self-Sovereign Identity.- Biometric-Based Password Management.- ‘State of the Union’: Evaluating Open Source Zero Trust Components.- Secure Stitch: Unveiling the Fabric of Security Patterns for the Internet of Things.- Towards a unified abstract architecture to coherently and generically describe security goals and risks of AI systems.- Decentralized Global Trust Registry Platform for trust discovery and verification of e-Health credentials using TRAIN: COVID-19 Certificate use case.- Privacy-Preserving NN for IDS: A Study on the impact of TFHE restrictions.- Analyzing and Improving Eligibility Verifiability of the Proposed Belgian Remote Voting System.- Consent as mechanism to preserve information privacy: Its origin, evolution, and current relevance.
£42.74
Springer International Publishing AG Service-Oriented Computing: 21st International
Book SynopsisThese two volumes constitute the proceedings of the 21st International Conference, ICSOC 2023, held Rome, Italy, during November 28–December 1, 2023.The 35 full papers and the 10 short papers included in this volume were carefully reviewed and selected from 208 submissions. The volumes focus on cutting-edge topics like artificial intelligence, machine learning, big data analytics, the Internet of Things (IoT), and emerging technologies such as quantum computing, blockchain, chatbots, and sustainable green IT solutions.Table of ContentsProcesses and workflows.- Service descriptions, tags, discovery and recommendation.- Service frameworks for IoT, mobile and smart environments.- Industrial papers.
£47.49
Springer International Publishing AG Supercomputing: 9th Russian Supercomputing Days,
Book SynopsisThe two-volume set LNCS 14388 and 14389 constitutes the refereed proceedings of the 9th Russian Supercomputing Days International Conference (RuSCDays 2023) held in Moscow, Russia, during September 25-26, 2023.The 44 full papers and 1 short paper presented in these proceedings were carefully reviewed and selected from 104 submissions. The papers have been organized in the following topical sections: supercomputer simulation; distributed computing; and HPC, BigData, AI: algorithms, technologies, evaluation.Table of ContentsSupercomputer Simulation: Application of HPC for Simulation of Sealant Influence on the Aircraft Assembly Process.- Block Algebraic Multigrid Method for Saddle-Point Problems of Various Physics.- Computational Efficiency of Iterative Methods for Solving Inverse Problems of Ultrasound Tomography.- Computer Memory Requirements for Matrix-Forming Approach to Global Stability Analysis of Fluid Flows.- CubicEoS.jl: Extensible, Open-Source Isothermal Phase Equilibrium Calculations for Fluids.- Efficiency and Accuracy of High-performance Calculations of the Electrostatic Energy of Thin Films Atomistic Clusters.- Field-Split Iterative Solver vs Direct One for Quasi-Static Biot Equation.- GPU-Accelerated Matrix Exponent for Solving 1D Time-Dependent Schrodinger Equation.- How to Make Lanczos-Montgomery Fast on Modern Supercomputers?.- Multi-Node GPU-Enabled Pseudo-Spectral Solver for Turbulence Problems.- Multicriteria Optimization of Chemical Reactions Using Interval Analysis. Parallel Scheme for Implementing the Computational Process.- Parallel Numerical Implementation 3D Wave Hydrodynamics and SWAN Models.- Parallel Numerical Simulation of Sonic Log for 3D Heterogeneous TTI Media.- Quantum-Chemical Study of Some Tris(pyrrolo)benzenes and Tris(pyrrolo)-1,3,5-triazines.- Reduced Precision Computations in the SL-AV Global Atmosphere Model.- Scalability of the INM RAS Earth System Model.- Simulation of Free-Surface Fluid Dynamics: Parallelization for GPUs.- Software Package USPARS for Large Sparse Systems of Linear Equations.- Supercomputer Search for Coagulation Factor XIIa Inhibitors in the Chinese National Compound Library.- Supercomputer Technologies for Ultrasound Nondestructive Imaging of Low-contrast Defects in Solids.- The Effect of Data Structuring on the Parallel Efficiency of the HydroBox3D Relativistic Code.- The Efficiency Optimization Study of a Geophysical Code on Manycore Computing Architectures.- Using Parallel Technologies to Calculate Fluid Dynamic Processes in a Fractured-Porous Reservoir Taking into Account Non-Isothermality.
£56.99
Springer Nature Switzerland Foundations and Practice of Security
Book Synopsis
£61.74
Springer Computational Science and Its Applications ICCSA
Book Synopsis
£98.99
Springer Simultaneously Transmitting and Reflecting
Book SynopsisIntroduction.- Signal and Chanel Models of STARS.- Categories and Hardware Implementations of STARS.- Performance Analysis for STARS.- Operating Protocols and Beamforming Design for STARS.- Machine Learning Empowered STARS.- STARS-aided Integrated Sensing and Communications.- Research Directions and Conclusions.
£125.99
Springer Modeling Analysis and Optimization for
Book SynopsisIntroduction.- Modeling for SGINs.- Performance analysis for SGINs.- SGIN performance optimization.- Prospects for SGINs with mega satellite constellations.
£134.99
Springer Moving Target Defense in The Smart Grid
Book SynopsisIntroduction.- Literature Review of Moving Target Defense in Smart Grid.- Design of Moving Target Defense in Smart Grid.- On Hiddenness of Moving Target Defense in Smart Grid.- Explicit Analysis of Moving Target Defense in Smart Grid.-Impact Analysis of Moving Target Defense in Smart Grid.- Conclusion and Future Directions.
£125.99
Springer Perturbation Based Privacy in Crowdsensing
Book SynopsisChapter 1.- 1.1 An Overview of Crowdsensing.- 1.1.1 Evolutionary Path of Crowdsensing.- 1.1.2 Architecture and Characteristics of Crowdsensing.- 1.1.3 Applications of Crowdsensing.- 1.2 Privacy Challenges in Crowdsensing.- 1.2.1 Privacy Leakage.- 1.2.2 Data Privacy vs. Data Utility.- 1.2.3 Data Privacy vs. Data Poisoning.- 1.3 Aim and Organization of Monograph.- Chapter 2 Perturbation-based Privacy Preservation.- 2.1 Classical Privacy Notions.- 2.1.1 Differentially Privacy.- 2.1.2 Identifiability.- 2.1.3 Mutual-Information Privacy.- 2.2 Relations between Privacy Notions.- 2.2.1 Differentially Privacy vs. Identifiability.- 2.2.2 Differentially Privacy vs. Mutual-Information Privacy.- 2.2.3 Identifiability vs. Mutual-Information Privacy.- 2.3 Summary.- Chapter 3 Semantic-Aware Trajectory Privacy Preservation in Crowdsensing.- 3.1 Problem Statement and Basic Concepts.- 3.1.1 Problem Statement.- 3.1.2 Basic Concepts.- 3.2 Privacy and Utility Metrics.- 3.2.1 Data Privacy Metric.- 3.2.2 Semantic Privacy Metric.- 3.2.3 Semantic-Aware Trajectory Utility Metric.- 3.3 Semantic-Aware Privacy Mapping Mechanism.- 3.3.1 Constructing Optimization Model.- 3.3.2 Solving Optimization Model.- 3.3.3 Computational Complexity.- 3.4 Privacy Analysis.- 3.5 Performance Evaluation.- 3.5.1 Simulation Settings.- 3.5.2 Simulation Results.- 3.6 Summary and Further Reading.- Chapter 4 Pricing-Aware Location Privacy Preservation in Crowdsensing.- 4.1 Problem Statement and Basic Concepts.- 4.1.1 Problem Statement.- 4.1.2 Basic Concepts.- 4.2 Utility Loss Metrics 4 4.2.1 Adaptive Supply and Demand Aware Grid.- 4.2.2 Dynamic Pricing Utility Metric.- 4.2.3 Ride-Matching Utility Metric.- 4.3 Pricing-Aware Privacy Mapping Mechanism.- 4.3.1 Constructing Optimization Model.- 4.3.2 Solving Optimization Model.- 4.3.3 Computational Complexity.- 4.4 Privacy Analysis.- 4.5 Performance Evaluation.- 4.5.1 Simulation Settings.- 4.5.2 Simulation Results.- 4.6 Summary and Further Reading.- Chapter 5 Data Poisoning Attacks and Defenses to LDP-based Crowdsensing.- 5.1 Problem Statement and Basic Concepts.- 5.1.1 Problem Statement.- 5.1.2 Basic Concepts.- 5.2 Data Poisoning Attacks Hidden behind the LDP Noise.- 5.2.1 LDP-based Privacy-Preserving Truth Discovery Methods.- 5.2.2 Formulating Optimal Data Poisoning Attacks.- 5.2.3 Finding Optimal Data Poisoning Attacks.- 5.3 Countermeasures: Designing Optimal Defenses.- 5.3.1 Formulating Optimal Countermeasures.- 5.3.2 Finding Optimal Countermeasures.- 5.4 Computational Complexity and Limitations of Attacks and Defenses.- 5.4.1 Computational Complexity of Attacks and Defenses.- 5.4.2 Limitations of Attacks and Defenses.- 5.5 Performance Evaluation.- 5.5.1 Simulation Settings.- 5.5.2 Simulation Results.- 5.6 Summary and Further Reading.- Chapter 6 Data Poisoning Attacks and Defenses to CDP-based Crowdsensing.- 6.1 Problem Statement and Basic Concepts.- 6.1.1 Problem Statement.- 6.1.2 Basic Concepts.- 6.2 Formulating Game Model between Attacks and Defenses.- 6.2.1 Zero-Sum Stackelberg Game.- 6.2.2 Unveiling the Normal Behavior of Workers.- 6.3 Finding Optimal Data Poisoning Attacks and Defenses.- 6.3.1 Defense Strategy for Defenders.- 6.3.2 Attack Strategy for Attackers.- 6.3.3 Local Minimax Point of Defenders-Attackers Interaction.- 6.4 Computational Complexity and Limitations of Attacks and Defenses.- 6.4.1 Computational Complexity of Attacks and defenses.- 6.4.2 Limitations of Attacks and Defenses 5 6.5 Performance Evaluation.- 6.5.1 Simulation Settings.- 6.5.2 Simulation Results.- 6.6 Summary and Further Reading.- Chapter 7 Conclusion and Future Works.- 7.1 Conclusion.- 7.2 Future Works.
£143.99
Springer Federated Edge Learning
Book SynopsisPart 1: Introduction and Overview.- 1. Introduction and overview.- 1.1. Overview of federated edge learning (FEEL).- 1.2. Learning models and algorithms of FEEL.- 1.3. Motivation and challenges of FEEL.- 1.4. Organization.- Part 2: Algorithms.- 2. First-order optimization for FEEL.- 2.1. Background and motivation.- 2.2. Federated first-order optimization model and algorithm.- 2.3. Sparse and low-rank optimization for FEEL.- 2.4. Simulations and discussions.- 2.5. Summary.- 3. Second-order optimization for FEEL.- 3.1. Background and motivation.- 3.2. Federated second-order optimization model and algorithm.- 3.3. Convergence analysis.- 3.4. System optimization.- 3.5. Simulations and discussions.- 3.6. Summary.- 4. Zeroth-order optimization for FEEL.- 4.1. Background and motivation.- 4.2. Federated zeroth-order optimization model and algorithm.- 4.3. Convergence analysis.- 4.4. Over-the-air federated zeroth-order optimization.- 4.5. Simulations and discussions.- 4.6. Summary.- Part 3: Architectures.- 5. Reconfigurable intelligent surface assisted FEEL.- 5.1. Background and motivation.- 5.2. Communication and learning models.- 5.3. Convergence analysis and problem formulation.- 5.4. Alternating optimization algorithm design.- 5.5. GNN-based learning algorithm design.- 5.6. Simulations and discussions.- 5.7. Summary.- 6. Unmanned aerial vehicle assisted FEEL.- 6.1. Background and motivation.- 6.2. Communication and learning models.- 6.3. Convergence analysis and problem formulation.- 6.4. Joint device scheduling, time allocation, and trajectory design.- 6.5. Simulations and discussions.- 6.6. Summary.- 7. FEEL over multi-cellwireless networks.- 7.1. Background and motivation.- 7.2. Communication and learning models.- 7.3. Convergence analysis and problem formulation.- 7.4. Cooperative optimization for multi-cell FEEL.- 7.5. Simulations and discussions.- 7.6. Summary.- Part 4: Trustworthiness.- 8. Differentially-private FEEL.- 8.1. Background and motivation.- 8.2. System model.- 8.3. Performance analysis and privacy preserving mechanism.- 8.4. Two-step alternating low-rank optimization.- 8.5. Simulations and discussions.- 8.6. Summary.- 9. Trustworthy FEEL via blockchain.- 9.1. Background and motivation.- 9.2. System model.- 9.3. Latency analysis and problem formulation.- 9.4. TD3 based resource allocation.- 9.5. Simulations and discussions.- 9.6. Summary.- Part 5: Conclusions and Future Directions.- 10. Conclusions and future directions.- 10.1. Conclusions.- 10.2. Future directions.
£132.99
Springer Smart System for Integrated Computing and Communication
Book SynopsisIntegrated Computing. .- Graph Representation and Chromatic Number Computation for Engineering Applications..- Diagnosis of Diabetic Retinopathy using Deep Learning Approach through robust Data Security with encrypted Image Analysis..- Resource allocation in Edge and Cloud integrated environment using Machine Learning Algorithms..- Complex or Irregular Lung Nodule Detection from Computed Tomography Scans..- Smart Strike Price Recommendations for NIFTY 50 Index Options using Deep Learning Models..- Eye Tracking data in Surgical skill-level classification using deep learning on integrated computing platform..- Implementation and Power Consumption Analysis of Reed Muller Codes: A Comparative Study of Arraybased Multipliers and Booth Multipliers on FPGA..- Parallelization of Knight’s Tour Using Naive Algorithm..- A Review of Sentiment Analysis For Text Mining On Social Media Platforms..- Detection of Hooks Based Programs by Intrusion Detection Systems -An Analysis..- Optimizing Compiler Efficiency: A Comparative Study of Parallelization Frameworks for Register Allocation..- Driver Safety Enhancement Using Computer Vision and Embedded for Effective Drowsiness Detection..- Finding Minimum Dominating Set Using Python Program in Certain Graphs..- EfficientNet for Enhanced Detection of Medicinal Plants: A Deep Learning Approach..- Real-time Monitoring Of Smart Photovoltaic System With Hybrid Inverter.Smart System. .- Mapping Hybrid Traffic Shaper Architecture To FPGA Design For TSN Applications..- Design Of Low Power, Low Leakage Static Random Access Memory In FINFET Technology For Biomedical Circuits. .- Crop Disease Detection Using Generative Adversarial Networks..- Hybrid Deep Learning Technique for Detecting Cardiovascular Diseases..- Design And Development Of Sludge Removal In Boiler Using IOT For Dyeing Industries..- Design And Feasibility Analysis Of Silicon And Silicon Carbide Based Non-Isolated High Gain DC-DC Converter..- RF-Controlled Weeding Rover..- Emotion Recognition from EEG Signals: A Machine Learning Perspective using DEAP dataset..- Adaptive Dark Channel Prior Based Image Enhancement For Weather Degraded Images..- Optimization Status Sensing and failure detection in MPC and Virtual Feedback MPC Applied to a Tank System..- AI-powered Adaptive Steganography..- Multimodal Driver Assistive System..- Innovative Light Beam-Based Wireless EV Charging with PV Panel Digital Twin Optimization..- Intelligent Energy Management for EV Charging Stations: Integrating Renewable Energy and Energy Storage System..- Analysis of Path Planning Algorithms for Swarm Robots..- Low Light Image Enhancement Using Retinex Algorithm for Improved Visibility..- Fault Diagnosis In Three-phase Voltage Source Inverter Using Machine Learning Techniques..- Automatic Image Captioning with Speed Synthesis..- Convolutional Neural Network-Based Method for Identifying Floods in Urban Environments..- Enhancing Sustainability in Industrial Workspaces: A Smart Approach to CO2 Reduction and Environmental Footprint.
£71.99
Springer Internet of Things Artificial Intelligence and Mechanical Automation
Book SynopsisPart volume-I.Internet of Things Model Construction and Strategy Analysis..- A Structural Design Optimization Framework Based on the Integration of SolidWorks, Patran, Nastran and Isight..- Innovating Fire Monitoring System of High-rise Building around Internet of Things Technology..- An Authentication Method Based on Improved Butterfly Optimization Algorithm and XGBoost..- Strategies for Improved Data Transmission in LoRa IoT Systems: Evaluating Adaptive Data Rate and Shannon-Based Approaches..- Robustness Analysis and Improvement of Networked Control Systems Based on Time-delay Compensation..- Classification of Early Stages of Retinopathy of Prematurity Based on Convolutional Neural Networks of Weighted Ensemble Strategy..- Research on the Data Storage Model for a Blockchain-Based Agricultural Product Traceability System..- A Method for On-site Unmarked Identification of Product Assembly States..- A Research on Perception Control and Simulation Modeling of an Industrial Internet Platform..- A Memristive Neural Network for Learning and Generalization based on Albert Associative Memory..- TIM-GCN Speech Emotion Recognition Network Based on Generative Adversarial Network..- Machine Learning Based Network Attack Warning and Predictive Precision Protection..- A Bayesian Update-Based Strategy for Fusing Extended Traversability Maps..- Acoustic Parameter Model of Consonants in Dunhuang Dialect..- Innovative Heuristic-based Periodic Iterative RRT* Trajectory Planning Algorithm..- Design and Construction of the Typical Application System of the Agricultural Internet of Things..- Risk Assessment System for Digital Workshop..- Research on Multi-AGV Hierarchical Intelligent Scheduling Method Based on Bidirectional A*..- Controllable Emotional Speech Synthesis Based on the Ranking of Relative Emotional Attributes..- Design of an Event Tracing Mechanism Based on a Domestic Hypervisor.Intelligent Sensing and Fault Detection Technology..- Smart Meter Data Management and Visualization for Intelligent Energy Development..- An Improved Zernike Moment Subpixel Edge Detection Algorithm Based on Adaptive Threshold..- Railway Foreign Body Intrusion Algorithm Based on Improved YOLOv7-Tiny MS YOLOv7-Tiny..- Self-supervised Graph Autoencoder with Node Feature Convolution for Community Detection..- YOLO-GNN: An improved GNN based YOLOv4 Algorithm for Street Pedestrian Detection..- Application of the RT-LSTM Model with Multi-dimensional Feature Extraction in PM2.5 Concentration Prediction..- Research on Identification of Apple Leaf Diseases Based on an Improved YOLOv5s Model.Part volume-IIIntelligent Sensing and Fault Detection Technology..- Enhancing Fault Detection in Electric Vehicle Lithium Batteries Using Unlabeled Data..- Bearing Faults Diagnosis Based on EEMD and Probability Density Analysis..- Deep Learning-based Hand Keypoints Detection for Industrial Manipulation Gestures..- Development of Static Calibration Device for Eddy Current Sensors..- Prediction of Landing Spare Parts Consumption Based on Multiple Linear Regression..- Navigation Fuel Consumption Prediction Based on Improved LSTM Network..- Research on a Radar Image Alignment Method..- One-shot Talking Head Generation with Audio-aware Identity Compensation..- Lightweight End-to-End Enabled Joint Source-Channel Coding for Wireless AUV Image Transmission..- Method for Predicting Impact Point of Trajectory Correction Projectile Based on IDBO-XGBoost..- Research on Insulator Fault Detection Based on Improved YOLOv5..- Design of Attitude Calculation Algorithm Based on Kalman and Mahony Complementary Filtering.Robot Modeling and Automation Control.- Research and Design of Terminal Logistics and Distribution Robots..- Research and Implementation of Anti-pinch Function for Car Windows Based on Microcontroller..- Design of Non-standard Injection Mold with Hot Runner for Outdoor Measuring Cup of Electric Vehicle..- Multi-objective Electric Vehicle Route Optimization for Low-carbon Cold Chain Logistics Under Time-dependent Networks..- Swin-MPGM: A Swin-Transformer Based Method for Content Separation in Challenging Environments..- Flow Field Analysis and Structure Optimization of Silica Sol Shell Drying Chamber..- Design of Personalized and Lightweight Rehabilitation Fixators Based on nTopology..- Study on the Profiling of the Header and the Method for Measuring Cotton Stalk Height..- Pump Equipment Fault Diagnosis Based on an Improved DenseNet Model..- Research on the Residual Controllable Robot Grinding Technology of 500KV High-voltage Cable Insulation Layer..- A Peg-in-hole Assembly Method Based on Hybrid Visual Information..- Robotic Grasping Object Recognition Method Based on 3D Point Cloud in Multi-Object Stacking Scenes..- Time-optimal Trajectory Planning of a Robotic Arm Based on an Improved Adaptive Inertia Weight Particle Swarm Algorithm..- An Automatic Generation Method for Business Process Specification Based on Large Language Models..- Design of a Smart Wearable Power Supply Scheme for abrasive Water Jet Equipment in Troubleshooting Condition. .- Design of An Automatic Take Tooth Threading Robotic Arm Based on Solidworks.
£53.99
