Databases / Data management Books

Book SynopsisThe LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. This, the 45th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers. Topics covered include data analysis, information extraction, blockchains, and big data.Table of ContentsInteroperable Data Extraction and Analytics Queries over Blockchains.- Exploiting Twitter for Informativeness Classification in Disaster Situations.- COTILES: Leveraging Content and Structure for Evolutionary Community Detection.- A Weighted Feature-Based Image Quality Assessment Framework in Real-Time.- Sharing Knowledge in Digital Ecosystems Using Semantic Multimedia Big Data.- Facilitating and Managing Machine Learning and Data Analysis Tasks in Big Data Environments Using Web and Microservice Technologies.- Stable Marriage Matching for Homogenizing Load Distribution in a Cloud Data Center.- A Sentiment Analysis Software Framework for the Support of Business Information Architecture in the Tourist Sector

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Book SynopsisThis textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of data science. It covers essential parts of data organization, descriptive and inferential statistics, probability theory, and machine learning. These topics are presented in a clear and mathematical sound way to help readers gain a deep and fundamental understanding. Numerous application examples based on real data are included. The book is well-suited for lecturers and students at technical universities, and offers a good introduction and overview for people who are new to the subject. Basic mathematical knowledge of calculus and linear algebra is required.Table of Contents

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Book Synopsis.- KGMA Workshop..- Approximating Temporal Katz Centrality with Methods..- LLM for Uniform Information Extraction using Multi-task Learning Optimization..- ASM: Adaptive Subgraph Matching via Efficient Compression and Label Filter..- SemiBDMA Workshop..- Learning Multi-Semantic Based on Cross-Attention for Image-Text Retrieval..- Integrated Global Semantics and Local Details for Image-text Retrieval..- Adversarial Graph Convolutional Network Hashing for Cross-Modal Retrieval..- FS-IGA: Feature Selection Method Based on Improved Genetic Algorithm..- Shearlet Transform Based Multiscale Fusion Network for Image Super Resolution..- Application of Segmental-based Transfinite Mapping Method for Quadrilateral Mesh Generation of Complex Domain..- Augmenting Knowledge Tracing: Personalized Modeling by Considering Forgetting Behavior in Learning Process..- A Time-Aware Sequential Recommendation based on Attention Mechanism..- Integrating User Sentiment and Behavior for Explainable Recommendation..- MADM Workshop..- SACC: Secure-cooperative Adaptive Cruise Control for Unmanned Vehicles..- A Systematic Mapping Study of LLM Applications in Mobile Device Research..- Application Framework for OpenHarmony Distributed Trusted Execution Environment..- Design and Implementation of a Multi-metric Performance Analysis Tool for Android System and its Applications..- Towards Optimal Leakage Assessment of TVLA..- Joint UAV Trajectory Optimization and Task Offloading in Integrated Air-Ground Networks..- AIEDM Workshop..- Research on Ethical Issues of Classroom Dialogue in the Era of Large Language Model..- Adaptive Exploration: Elevating Educational Impact of Unsupervised Knowledge Graph Question Answering..- xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network..- RDNeRF: Radiance Distribution Guided NeRF for Floaters Removing..- Multi-User VR Content Wireless Delivery using Motion Prediction and Adaptive Multicasting..- MEGKT:Multi-Edge Features Enhancement for Graph-Based Knowledge Tracing..- STBDM Workshop..- Collaborative Inference for Adaptive DNN Pipeline-aware Alignment..- A Unified Framework for Link Prediction on Heterogeneous Temporal Graph..- Massive-Parallel Game of Politi..- Multiscale Convolutional Feature Aggregation for Finegrained Image Retrieval.

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Book SynopsisChapter 1 Study on marketing dynamics on sales of electric vehicles and swot analysis.- Chapter 2 Stability Analysis and Backward Bifurcation of Malaria Model.- Chapter 3 Mathematical model for diabetes using fuzzy parameters.- Chapter 4 Fuzzy iterated function systems.- Chapter 5 Introduction to Interval-valued Neutrosophic Hyper-soft Expert Set.- Chapter 6 Fuzzy Fractal Dimension of Covid-19 Variant Protein.- Chapter 7 A study of Intuitionistic Fuzzy Graph using Morphological operators and its application.- Chapter 8 Edge weight-based colouring and matching in inhomogeneous random graphs.- Chapter 9 Super Domination Number of Cycle based Graphs and Comb Product of Graphs.- Chapter 10 Sum Divisor Cordial Labelling for Middle Graph and Total Graph of Some Graphs.- Chapter 11 On the Core and Noncore vertices of Singular Graphs.- Chapter 12 On C-Perfection of Modular Product of Graphs.- Chapter 13 A study on topological indices of bipartite Kneser B type-1 graphs.- Chapter 14 On jumping graph grammars.- Chapter 15 Some eigen value properties of Uniform Hyperstar Using recurrence relation.- Chapter 16 A study On Ramanujan graphs.- Chapter 17 On the exponential Diophantine equation related To the powers of Cluster Primes.- Chapter 18 Structure of different categories of Diophantine 3-tuples ap-propriate (????,??)-centred polygonal numbers.- Chapter 19 A Birth-Death Process with Temporary Growth Halts and Population Independent Death Rate.- Chapter 20 Comparison of Vacation and Mt/Mt/1 Queueing Models for Traffic Flow at Signalized Intersections.- Chapter 21 Study of Birth-Death Processes with Growth Interruptions.

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Book SynopsisChapter 1 A Decision-making approaches for deconstruction operations optimization: a literature review.- Chapter 2 A Novel Optimization Model for Sustainable Life Cycle Design: Circular Economy Case Study in the Automotive Industry.- Chapter 3 Exploring Options for Designing an Optimal Circular Spent Coffee Grounds Reverse Logistics Network: An Optimization-based Approach.- Chapter 4 Optimizing Circular Economy: Simulation and optimisation in stochastic inventory control of perishable dairy products.- Chapter 5 Sustainability with 4R principle on multi-objective waste management under Fermatean fuzzy environment.- Chapter 6 Optimizing the MunicipalWaste Management to Support Circular Economy Program at Regency Level in Indonesia: Case Study in Banyumas Regency.- Chapter 7 The price and attitude to recycling: manufacturers and consumers points of view.- Chapter 8 Transition Pathway from Linear to Circular Economy in Waste Management in Indonesia: A study of two cities.- Chapter 9 Multicriteria Sustainability Index (MSI) in the Chico Mendes Extractive Reserve, in the state of Acre, Brazil.- Chapter 10 Plastics recycling dilemma: A value chain perspective on integrating mechanical and chemical recycling for closing the plastic loop.- Chapter 11 BCpbP - Blue Circular PostBranding Project, a local Portuguesecase study for a Blue Circular Economy.

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Book Synopsis"Chapter 1 Fundamentals of Distributed Systems".- "Chapter 2 Distributed Data Processing Language".- "Chapter 3 Distributed Query Processing".- "Chapter 4 Transaction Processing in a Distributed System".- "Chapter 5 Consistency of Distributed Data Services".- "Chapter 6 Case Study of Distributed Systems - GFS".- "Chapter 7 Go Language Fundamentals for Designing Distributed Systems".- "Chapter 8 Building a Strong Consistency Algorithm Library".- "Chapter 9 Building a Strong Consistent Distributed Key-Value Storage System".- "Chapter 10 Optimized Design and Implementation of the Strong Consistency Algorithm Raft: Multi-Raft".

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