Artificial intelligence (AI) Books

Book SynopsisFoundations of Representation Theory in Transformers.-  Word Embeddings and Positional Encoding.- Attention Mechanisms.- Transformer Architecture: Encoder and Decoder.- Transformers in Natural Language Processing.- Transformers in Computer Vision.- Time Series Forecasting with Transformers.- Signal Analysis and Transformers.- Advanced Topics and Future Directions.- Convergence of Transformer Models: A Dynamical Systems Perspective.

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Book Synopsis.- Gaussian and Non Gaussian Noise Effects on Data Driven Modeling: A Comparative Investigation..- Fuzzy Based Head Attitude Estimation for Improved Students’ Concentration Evaluation..- Quantitative Calculation Method for Growth Status of Chinese Cabbage based on YOLOv5 Network with Multivariate Linear Fitting..- Lightweight underwater target detection algorithm based on improved yolov8..- Research on Temperature Error Calibration Method of Fluxgate Sensor..- IMDRSN BiLSTM for Rolling Bearing Fault Diagnosis..- Dynamic Optimization of CHP Unit Variable Load Process Based on Hybrid of Gauss Pseudospectral Method and Direct Shooting Method..- A Multi stage Noise Suppression Network for Segmenting Polyp Images Containing Noise Interference..- Research of Sequential Recommendation Algorithm Based on Contrastive Learning and Causal Learning..- Psychological Crisis Detection in Crisis Hotline Chats Based on Weighted Bidirectional Long Short Term Neural Network..- Load Prediction Model of Gas Boiler Generator Set Based on CNN LSTM..- Multi objective Task Allocation Algorithm for Medical Scenarios Based on MOIACO..- Feasibility Analysis of Optimization Models for Natural Gas Distribution Networks Using Machine Learning..- Identification of Luggage Stacked Disorderly Based on Image Analysis..- An Embedded System of the Measurement Instrument Applied in Aluminum Electrolytic Cells...- Proposal on Virtual User Profile Generation for Explainable Recommendation..- Agent based Modeling and Cultural Integration after Mergers and Acquisitions in State Owned Enterprise..- Finite Element Simulation of TFY YH Anti-slip Device..- A Numerical Study of Solar Pumped Lasers with Multiple Compound Parabolic Concentrator with Length Extension..- Graph Attention Convolutional Neural Network combined with Transformer Classification Method for Small Sample Datasets..- State of Health Estimation of Lithium ion Batteries Based on LLM BiLSTM Model..- Research on Heterogeneous Multi Agent Coalition Formation Method Based on Auction Algorithm..- Environment Integrated Adaptive Cognitive Training System Based on AugmentedReality and Intelligence..- Heterogeneous Map Fusion Method of Generalized Voronoi Diagram (GVD) and OctoMap Based on Point Cloud..- Multi objective evolutionary algorithm based graph neural network architecture search..- Performance Evaluation of a Combined Convolutional AutoEncoder and Image Recognition Model for Large Scale Images..- A pose estimation method for fisheye cameras based on the EPnP algorithm..- ISAE GZSL: Interpolated Incomplete Semantic Attribute Enhancement for Generalized Zero Shot Learning..- Posture Detection for Enhancing Elderly Daily Exercise via Reclining Chair..- Novel least mean square based adaptive estimator for unknown periodic disturbances.

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Book Synopsis.- Analysis of Machine Learning Models for Stroke Prediction with Emphasis on Hyperparameter Tuning Techniques..- Feasibility study of classification for music preference level based on galvanic skin response (GSR) and photoplethysmogram (PPG) sensor data with machine learning method..- Development of a Measurement System based on Level of Interest for Providing Human-friendly Services..- LCFP-RRT : A Robot Exploration Algorithm Based on Local Constrained Sampling and Frontier Prioritization Classification..- Research on the Optimization of Pathological Section Slide-stainer Machine Layout Model..- Evaluation of Session Segmentation Methods Using Behavior and Text Embeddings..- Multi-Agent Reinforcement Learning for Sparse Reward Tasks using Incremental Goal Enhanced Method..- Research on Sensor Fault Diagnosis Method Based on KPCA-AE Algorithm..- Microwave Imaging Fusion for Brain Tumours Detection..- Development an Active-Caster with Differential Mechanism Utilizing a Twisted-Timing-Belt..- Reconstruction of Missing Data Completely at Random for Trains Based on Improved GAN..- Speaker Age Recognition based on Convolution and Transformer Fusion Framework..- TS-VAT: Efficient Deployment of Teacher-Student Framework in Visual Active Tracking..- A Preliminary Study of Indicator-based Genetic Programming for Multi-objective Dynamic Flexible Scheduling..- Cooperative Agentic Framework for Enhanced Function Calling..- Explainability of CNN Classification Models Using CycleGAN and Their Application to Medical Imaging..- Designing Message Exchange Limits in Distributed Ship Collision Avoidance Systems..- Mixture of Experts based Scenario Prediction for Motion Forecasting..- Vulnerability Verification in Robot Control Using Decision Transformer..- Robustness Verification of Decision Transformer with Varying Noise-Augmented Data Ratios in Atari Games..- Solving the Stochastic Resource Allocation Problem through an Adaptive Variable Neighborhood Search Algorithm..- Research on rice grain detection method based on MATLAB image processing..- Two Time Scale Partial Unknown Dynamics System Tracking Control Based On Off-policy Inverse Reinforcement Learning..- MFTCP: Multiple Factors based Test Case Prioritization..- Efficient and Accurate Point Cloud Registration with Sparsepoint Transformer for Landslide Detection.

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Book SynopsisChapter 1: Introduction to Deep Learning based Image Augmentation.- Chapter 2: Generative Adversarial Networks (GANs).- Chapter 3: Autoencoders.- Chapter 4: Applications of Deep Learning Based Image Augmentation.- Chapter 5: Evaluating and Optimizing Deep Learning Image Augmentation Strategies.- Chapter 6: The Future of Deep Learning Image Augmentation.

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Book SynopsisChapter 1. Business Model Analysis for AI Platform Firms.- Chapter 2. Implementation of Cutting-Edge keyword Extraction Techniques.- Chapter 3. A Comprehensive Literature Review and Implementation of Kalman Filter for Concept Drift Detection in Autonomous Vehicles.- Chapter 4. ACBAM: Adaptive Convolutional Block Attention Module for Object Detection.-  Chapter 5. A Mobile Marker-Less Augmented Reality System for Dental Simulation and Training.- Chapter 6. Enhancing Image Reconstruction Fidelity in Low-Dose CT Scans: A Comprehensive MPS-U-Net Framework.- Chapter 7. Developments of AI Models from 1995 to 2024.- Chapter 8. Prototype of Point cloud-Captioning Model for Jomon Pottery.- chapter 9. Image Conversion of Oyu Stone Circles using CycleGAN.- Chapter 10. MaskedCycleGAN for Image Transformation of Oyu Stone Circles: A Comparison between U-Net and ResNet.- etc...

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Book SynopsisPart I. Background.- Chapter 1. Embodied Intelligence.- Chapter 2. Embodied Multi-agent System.- Part II. Theory and Methods.- Chapter 3. Perception-Action Loop in Embodied Multi-agent System.- Chapter 4. Embodied Cooperation in Multi-agent System.- Chapter 5. Competitive Learning in Embodied Multi-agent System.- Chapter 6. Large Language Model for Embodied Multi-agent System.- Part III. Applications.- Chapter 7. Simulation Platform for Embodied Collaboration between Human and Robots.- Chapter 8. Application of Embodied Multi-agent System.- Part IV. Conlusions.- Chapter 9. Conclusions and Future Directions.

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Book Synopsis.- Data Analysis and Signal Processing..- Periodic Spatio-Temporal Colored Hotspot Detection in Azure Traffic Data..- Clustering Analysis and Time Series Approaches for Effective Resource Allocation and Route Planning in Managing Confirmed Cases..- Boosting K-means for Big Data by Fusing Data Streaming with Global Optimization..- Concept Drift Scoring and Visualization..- Building a Data Trust: Fine(r)-Grained Attribute-Based Policy Machine..- Detection of Epileptic Seizures in EEG Multi-Channel Signals..- Testing the effectiveness of classifying physical exercise types using a combination of features calculated from generalised shapes..- A Comparative Analysis of Tabular Generative Models on Gene-Expression Data..- Satellite Data Based One-Class Classifier Models with Augmentation for Efficient Mineral Exploration..- Deep Learning for Rhythm Recognition in Piano Compositions..- Integrating Behavioral Code Metrics and Sentiment Code Review Analysis for Efficient .Defects Discovery.- Personalization of Affective State Recognition from Physiological Signals: A Review..- Development and Application of Large Language Models..- Knowledge Graph-based Legal Query System with LLM and Retrieval Augmented Generation..- Simulating Human Communication Games: Transactional Analysis in LLM Agent Interactions..- LawMate: Leveraging Domain-Specific LLMs for the Indian Legal Ecosystem..- Options Pricing Platform with Neural Networks, LLMs and Reinforcement Learning..- Dumbing Down or Transforming The World: Architecting GenAI Solutions for Adaptive Lifelong Sustained Learning..- Speech and Natural Language Processing..- Kazakh Abstractive Summarization: Dataset, Model Evaluation, and Applications in Automated SEO Metadata Generation..- Developing Advanced Question-Answering Models for Legal Kazakh Texts: A Comparative Study of Modern Approaches..- Collecting, Processing and Evaluating the Performance of Kazakh Automatic Speech Recognition..- Study of Kyrgyz-Kazakh Neural Machine Translation..- RE-VC: Robust zero-shot voice conversion model for realistic environments..- Enriching information for speech emotion feature using polynomial chirplet transform and density-based clustering algorithm..- On the Responsible Use of Automation in Systematic Reviews..- Disease Diagnosis through Patient-Reported Symptoms Narratives using Multinomial Naive Bayes..- E2v-PhoBERT: A Fine-tuned PhoBERT Model with Enhanced Accuracy for High-Performance Vietnamese Sentiment Analysis.

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Book Synopsis.- Artificial Intelligence in Multimedia Technologies..- Drawing Strategies Analysis for the Embedded Figure Tests..- VietHarmony: Borda-Based Ensemble with Ontology-Driven Insights..- Music Assistant - A Method for Music Recommendation using Sensor Data from Wear OS system..- Study of players’ user experience during gameplay using different types of soundtracks. .- Image and Video Processing..- Vital-Net: Vision Integrated Transformer and Attention Network for Lung Nodule Segmentation on Full-Scale Images..- Direct detection of elongated objects geometry via a centerline-based representation..- Improved Skin Classification Performance based on Hybrid Models..- PIU-FR: Personal Identity Unlearning for Facial Recognition..- Enhancing Action Recognition Using 3D Skeleton Re-construction: Integrating MotioNet with AcTv2..- Elucidation facet in evolutionary art evaluation..- An Approach for the Identification of Pollen Grains Extracted from Digital Microscopic Images by means of the Centroid - Point Distance Histogram..- Detection of anatomical structures relevant for explaining predictions of classification models for child sexual abuse materials..- Investigating Grad-CAM Interpretability Through Expert Assessment..- Mononucleosis oral disease detection with the help of GANNs..- Image Quality Assessment for Facial Image Authenticity Verication (FIAV) ..- A lightweight transformer model for real-time object detection on edge devices in surveillance camera systems..- Automated Label Quality Control in Industry 4.0..- Vision-Based Malware Detection: Integrating CNN and MobileNetV2 for Dynamic Cybersecurity Challenges..- Toward exploiting perceptual image similarity for multi-frame super-resolution..- A Combined Model Based on Deep Learning for Littering Detection..- A Hybrid Neural Network for Single Image Super Resolution..- Explainable AI for Date Leaves Disease Detection Using Vision Transformers ..- Human action recognition using a feed-forward neural network and hand-crafted shape features..- Lightweight 3D Hand Pose Estimation using Knowledge Distillation with Hand Kinematics..- ClearOcean: Enhancing Underwater Images via Pyramid Difussion Models..- Enhancing PM2.5 Forecasting Using Video-Based Spatiotemporal Models and Cyclical Encoding..- A new CNN architecture for Alzheimer’s disease diagnosis and multi-class classification..- BirdyAI - Bird Identification and Classification model with DenseNet and StableDiffusion on Limited Hybrid, Natural and Synthetic Datasets.

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Book Synopsis.- Machine Learning and Artificial Intelligence Applications..- Enhance Exploration in Safe Reinforcement Learning with Contrastive Representation Learning..- Earthquake Response Analysis with AI..- Streaming Counterfactual Subset Selection with Bias Awareness..- An Advanced Neural Network Architecture Combining CNN, Bi-LSTM and CamemBERT for Sentiment Analysis in French..- On Comparing LLM-Generated Causal Networks with a Rule-Based Approach..- Unveiling Parkinson’s Disease Severity Using EEG-Driven Deep CNN Model..- Counteracting temporal attacks in Video Copy Detection..- Cross-Domain Transfer Learning for Semantic Segmentation of Seismic Facies..- Maximization of Communication Network Throughput using Dynamic Traffic Allocation Scheme..- Hierarchical Attention For Violence Detection..- Real-Time Facial Attribute Classifier using Streamlined Feature Re-calibration Module..- Real-Time Online Training Framework with Lesson-Based Curriculum for Minecraft Battle Bots..- A new application of reinforcement learning algorithm..- Ubervvald: Advanced Object Detection Library for Optimizing Complex Convolutional Neural Networks (CNNs) ..- Optimizing Recovery Debt Collection Process by using Machine Learning and Operation Research ..- Statistical Machine Learning Techniques for Wave Spectre Estimation in Coastal Seas..- Advancing Manufacturing Intelligence: Decisional DNA-based Methodology for Semi-Automatic Manufacturing Environment..- Comparative Analysis of Convolutional Neural Network Architectures for Emotion Recognition in Facial Images..- Speaker Change Detection with Pre-tranied Large Audio Model..- Multimodal Machine Learning Analysis of fNIRS Signals using LSTM and KNN Models for .- Cognitive States and Brain Activation Patterns Prediction..- Intelligent Information Systems and Advanced Problem-Solving Algorithms..- INVEST quality criteria in Agile Software Development - Do they come by nature or is it nurture?..- Limiting Energy Costs with the Two-step Heating Control of Natural Gas Boilers..- A novel parameter-free clustering algorithm for linear sum assignment problems..- Exploration in Case-Based Reasoning for Improved Problem-Solving..- Hybrid Quantum-Classical Algorithms for Explainable and Scalable Predictive Models in Binary Disease Classification..- Advanced Optimization Techniques for a Delivery Scheduling Problem by Using Genetic and Evolutionary Algorithms.

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Book SynopsisChapter 1 :A Comprehensive Study Exploring Probabilistic Fully Degenerate Bell Polynomials Linked to Random Variables.-Chapter 2 :Artificial Neural Network based Prediction of the Atmospheric attenuation and Scattering Coefficient at 1550 nm for Optical Wireless System in Foggy Atmosphere.-Chapter 3 :Early Detection of Alzheimer’s Using Customised Lightweight 3D CNN Architecture.-Chapter 4 :Optimizing Fraud Detection by Integrating Ensemble Methods and Neural Networks.-Chapter 5 :Bus Arrival Time Prediction with LSTM Networks and CTGAN-Augmented Data.-Chapter 6 :A Hybrid Improved Particle swarm optimization and Genetic algorithm for energy efficient task offloading in Industrial IoT.-Chapter 7 :Sign Spotting for Indian Sign Language.-Chapter 8 :A Crowdsourced Localization and Deep Learning-based Visual Fingerprint Update Algorithm of Smart Internet of Vehicles (IoV).-Chapter 9 :Dropout and its role in Neural Networking.-Chapter 10 :An adaptive Statistical Sugeno-Takagi Fuzzy Logic System For Damage.-Chapter 11 :Identification In Structural Elements.-Chapter 12 :E-Commerce Fake Review Detection using Natural Language Processing.-Chapter 13 :A Novel Deep Learning Framework with Global Attention Mechanism for Enhanced Heart Disease Detection and Prediction.-Chapter 14 :Multivariate Data Analysis to Classify Blood Donors Utilizing Supervised Learning Models.-Chapter 15 :Type 2 Diabetes Detection Using a Bio-Inspired Machine Learning Approach.-Chapter 16:Deep Learning Neural Network-Based Evaluation of Neuroimages for Alzheimer's Disease Diagnosis.-Chapter 17 :Machine Learning-Based Analysis and Detection of Autism Spectrum Disorder.-Chapter 18 :Smart Traffic Control System Leveraging YOLOv8 and OCR for Improved Urban Mobility3902619266.

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Book Synopsis.- Games and Decision Theories..- Deterministic and Nondeterministic Decision Trees for Recognition ofAll Realizable Decision Rules..- Billiards-based Generation of Multi-task, Dense Subitizing DetectionDiagrams..- GAMER-Pong: Game Adjustment by Monitoring Emotional Response..- Image Processing and Computer Vision..- Machine Learning Algorithms for Hand sEMG-recorded Movements..- Boosting Face Super-Resolution and Identification with KnowledgeDistillation and Frequency Domain Loss.Improving Efficiency Image Captioning by using Attention Mechanismcombined with Knowledge Graph..- An approach of fuzzy-enhanced multi-viewed image em-bedding fusionfor spinal disease detection..- Boosting Lightweight Multi-Branch Network by Integrating Segment,Skeleton, and Attribute Information..- Continuous Recognition of Mouth Patterns in Japanese Sign Languagefor Visual Communication..- Towards an UAV Visual Navigation System Based on Map Processingand Spatial Matching Techniques: a Literature Review..- Image enhancement with Boosted Schr¨odinger Bridge..- Intelligent Techniques in Optimization..- Kernel-Level Energy-Efficient Neural Architecture Search for TabularDataset..- Estimation of Distribution Algorithms with Overlapped Populations..- Energy-Efficient Edge Query Processing for Smart City using QueryPrediction..- Influence Maximization with Fairness Cost on Groups in Online SocialNetworks..- TMMP: Efficient Continual Learning via Mixture of LoRA Expertsand Top Maximum Magnitude Parameter Fusion..- ADMEdge: Accelerating Edge Computing through Co-Design forEnhanced Data Mobility..- Machine Learning Techniques and Applications..- The recursive scheme of clustering..- TOPSIS-inspired Socio-cognitive Mutation Operator for Metaheuristics..- Feature-Based Drift Detection in Non-Stationary Data Streams UsingMultiple Classifiers: A Comprehensive Analysis..- A Feature Transformation Technique for Improving Ensemble LearningSystems..- Explainable Artificial Intelligence to Improve Interpretability inPredictive Mutation Testing..- An Analysis of Class Imbalance Challenges in Predictive Mutation Testing..- Efficient Vietnamese Name Detection using Highly DiscriminativeN-Grams..- Evaluation of the effectiveness of ranking methods in detecting featuredrift in artificial and real data..- Using Artificial Neural Networks for Automated Lithologic Mappingand Mineral Exploration in Mayantoc, Tarlac, and San Juan, Batangas..- Enhancing Accuracy and Stability in XAI for Context-specific Applications..- Integration of Dynamic Window Sizing with Neural NetworkArchitectures for Real-Time Cryptocurrency Predictions..- Domain-oriented GCN method for Sentiment Analysis.

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Book SynopsisRisk Management for Distributed Arbitrage Systems Integrating Artificial Intelligence.- Analysis of Influencing Factors of Regional Economic Stability Development Combined with Data Mining Technology.- Using Big Data to Optimize Financial Resource Allocation Strategies in Economic Growth.- Analysis of the Effects of China's Economic Policies on the Fluctuations of the Economic Cycle.- Analysis of the Influence of Uncertainty on the Operation and Management of Chinese Commercial.- Research on the Selection of Credit Risk Assessment Indicators for Small Loan Companies Based on Analytic Hierarchy Process.- Dynamic Analysis of the Impact of Digital Currency on the Velocity of Money Circulate.- A Study on the Impact of Big Data-Driven Price Discrimination on Customer Citizenship Behavior Evidence from Ctrip Users.- A Machine Learning-based Model for Credit Risk Prediction in Banking Customers.- New Quality Productivity Enables Digital Financial Development Empirical Evidence.

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Book SynopsisCognitive Computing And Information Processing.- Iris Recognition Based on Asynchronous Genetic Particle Swarm Optimization.- Joint Torque Sensor-Based Distributed Coordinated Control of Dual-Arm Reconfigurable Manipulators.- MAMF-ResNet: Multi-Attention Mechanisms Fusion Network for Brain Tumor Classification.- Noise Sensitive Relation Aware Cross-Lingual Entity Alignment.- Origin Classification of Rice Wine Based on an Electronic Nose and Convolutional Neural Network.- Parking Lot Obstacle Detection System Using Infrastructure-Based Cameras.- Self-Tuning Control of Manipulator Based on Fuzzy Linear Active Disturbance Rejection Control and Particle Swarm Optimization Algorithm.- The Neural Network of College Students Research on the Intelligent Scoring System.- Uniform Light Field Control System Based on IoT Technology - Solving Eye Discomfort Caused by Changes in Light Intensity.- Intelligent Cooperative Control.- Attention-Fused Vision Mamba Model for Remote Sensing Image Detection and Segmentation.- Control Allocation Based Fault-Tolerant Attitude Control of Hypersonic Reentry Vehicle.- Cooperative Multi-Target Enclosing Control of Multi-Robots Based on Virtual Target Points*.- Event-Triggered Secure Consensus Control of Nonlinear Multiagent Systems with Hybrid DoS Attacks.- FastLSLO: An Efficient LiDAR Odometry Based on Improved Lie Group B-Splines.- Improved BP Neural Network Based Deck Motion Prediction and Landing Control for Carrier-Based Aircrafts.- Joint Sequencing and Merging Optimization for Airplanes and Helicopters.- Research on UAV SINS/GNSS Integrated Navigation Error Model for Transpolar Flight.- Technical Research on Helicopter Blind Landing Under Degraded Visual Environments (DVE).- Learning and Systems.- A Contactless Demonstration Learning Method for Robotic Systems Based on Dynamic Parametric Regression Modeling.- A Multi-Scale Fusion and Dynamic Upsampling Model for Road Surface Snow Detection.- A Scoring System for Single and Parallel Bars Actions Based on Multi-View 3D Pose Estimation.- Adaptive PID Controller for Industrial Process Based on Reinforcement Learning.- Computational Analysis of Synaptic Plasticity in Echo State Network.- LEHR: LLM-Driven Evolutionary Hybrid Rewards for Multi-Agent Reinforcement Learning.- Magnetic Core Loss Prediction: A Data-Driven NGO-GRU Model.- Research on Method of Control Surface Jamming Fault Injection in Fly Test of Fly-By-Wire Aircraft Based on Multiple Control.- Tactile-Based Manipulation for Wire Following.

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Book SynopsisCognitive Computing And Information Processing.- A Colour Secret Image Sharing Scheme Based on the Theory of Prime Number Distribution.- A Novel Design of Radial Basis Function Neural Network Integrating Markov Chain Monte Carlo Clustering Algorithm.- A Synthesis of Techniques for Feature Downgrading Processing in IoT Security.- Anomaly Data Identification and Reconstruction in Wind Power Forecasting Based on MLOF-iForest and RF.- Broad Learning System-Enhanced Fuzzy Inference Framework for High-Efficiency Classification.- Design of Radial Basis Function Neural Network with Neural Gas Network Clustering for Classification of Logistics Black Plastics.- Enhanced Group Method of Data Handling with Roulette Neuron Selection for Time Series Forecasting.- FE-ResNet50: Frequency Enhanced Attention Network for sEMG Gesture Recognition.- Huber Correntropy Kalman Filter.- Intelligent Cooperative Control.- A Framework for Visual Target Navigation for Quadcopter Based on Large Language Models in Unknown Environment.- Adaptive Output Feedback Control for Nonlinear Time-Delay Systems with Neural Network and Static Gains.- Automatic Ground Collision Avoidance for Aircraft in Uncertain Environments.- .- Investigations Into the Existing State of Distribution Network Security Using Dispersed Generators.- Parking lot Obstacle Detection System using Infrastructure-based Cameras.- Predefined-Time Consensus for First-Order Heterogeneous Nonlinear Multi-Agent Systems.- Research on Automatic Throttle Speed Stability System Based on Magic Carpet Landing Technology.- The Decentralized Trusted Identity Management in the Collaboration of Supply Chain and Logistics Operations.- Unify the Research and Design of Power Quality Regulators.- Learning and Systems.- A Zero Trust Continuous Authentication Scheme Based on Keystroke Dynamics.- Cognitive-Based Autonomous Orbit of Non-Cooperative Targets.- Finite-Time Stabilizing Control of Furuta Pendulum System Based on Disturbance Observer and Integral Sliding Mode Method.- Method of Heading Estimation Based on Underwater Acoustic Sensors.- Optimal Cooperative Control for Constrained Multi-Agent Systems Using Adaptive Dynamic Programming Method.- Pareto-Wise Ranking Generator for Multi-Objective Coevolutionary Generative Adversarial Networks.- Research Progress on Control Technology of Tiltrotor Aircraft.- Robust and Non-Fragile Control for Non-Uniform Sampled-Data Systems Under Try-Once-Discard Protocol.- Tracking Control of -DOF Continuum Manipulator Using Fuzzy PID Method.

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Book SynopsisAn Investigative study of Machine Learning Methods for Lung Cancer Detection: Trends, Challenges, and Future Directions.- A Learning Model on Customer Churn Forecasting for Telecom Providers.- Image Captioning using ViT and BERT Models.- Optimizing the Implementation of Business Analytics and Intelligence by Fostering a Culture Centered on Sustainable Organization.- Knowledge Based Recommendation System to Enhance the Cognitive Intelligence of Undergraduate Students.

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Book Synopsis.- Interpretable Biomedical Named Entity Recognition via BLSTM with Talmudic Public Announcement Logic..- Each of those eight coalition logics is also determined by four other kinds of models..- Incomplete Higher-Order Abstract Argumentation Frameworks..- Modal Equivalence, n-Bisimulation and Model Comparison Game for Basic Neighbourhood Logic..- Preference-based extension enforcement in argumentation..- Argumentation Framework with Attitude Classification: A New Approach to Handle Controversial Arguments, Defeat Cycles and Self-defeating Arguments..- Ontology of Autonomous Driving as a tool for argumentation on responsibility..- A Proposal for the Reconstruction and Evaluation of Multimodal Argumentation in Print Advertisements..- Validity of attacks related to argument set in higher-order argumentation frameworks..- Deontic Sufficiency in Dyadic Deontic Logic..- Reasoning in Coalition Planning..- The Surprise Exam in Full Modal Fixed-Point Logic..- Which One Takes Priority?—Reflections on the Concept of Argument..- Argument-Based Belief and the Evidence Topology..- On Pluralistic Methods for Explaining Argument Acceptance in Abstract Argumentation..- Proportional Acceptability of Arguments..- Towards Assumption-based Argumentation Mining in Hotel Reviews..- A dialogical interpretation of cut-elimination and its application to argumentation theory..- On SCC-recursiveness in Quantitative Argumentation..- Six Faces of Or-to-If..- Relevance for Stability of Verification Status of a Set of Arguments in Incomplete Argumentation Frameworks..- The A-BDI Metamodel for Human-Level AI: Argumentation as Balancing, Dialogue and Inference.

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Book SynopsisArtificial Intelligence Large Models for Scientific Research Developments Challenges and Paths.- The Transformation of Network Architecture in the Era of Artificial Intelligence.

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Book Synopsis.- Survey Track..- Large Language Models for Cybersecurity Education: A Survey of Current Practices and Future Directions..- A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping..- A Survey of Foundation Models for Environmental Science..- A Survey on Efficient Graph Reachability Queries..- Machine Learning..- Disentangled Representation Learning for Geospatial-temporal Data Modeling..- Treatment Effect Estimation for Graph-Structured Targets..- Dynamic DropConnect: Enhancing Neural Network Robustness through Adaptive Edge Dropping Strategies..- The Brownian Integral Kernel: A New Kernel for Modeling Integrated Brownian Motions..- Fed-ARIMA-OPARBFN: An Ensemble Model for Cross-Domain Crop Yield Time Series Prediction Based on Federated Learning..- S-CPD: Topological Smoothing-Based Change Point Detection..- VDASI: VAE-Enhanced Degradation-Aware System Identification Using Constrained Latent Spaces..- Disentangled Mode-Specific Representations for Tensor Time Series via Contrastive Learning..- PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting..- Advancing Long-Term High-Frequency Dissolved Oxygen Forecasting for Australian Rivers..- CNO-former: Chaotic Neural Oscillatory Transformer for Social Media Text Generation..- Multilingual Non-Factoid Question Answering with Answer Paragraph Selection.- Turning Uncertainty to Information by Intervals in Ensemble Classifiers..- Determining the Need for Multi-Label Classifiers by Measuring Unexplained Covariance..- Evaluating Generative Vehicle Trajectory Models for Traffic Intersection Dynamics..- Trustworthiness..- Inversion Triplet - A Contrastive Backdoor Mitigation Method for Self-Supervised Vision Encoders..- Beyond Uniformity: Robust Backdoor Attacks on Deep Neural Networks with Trigger Selection..- Defence Against Multi-target Multi-trigger Backdoor Attack..- How to Backdoor Consistency Models?..- Multi-granularity Policy Explanation of Deep Reinforcement Learning Based on Saliency Map Clustering..- FACROC: A Fairness Measure for Fair Clustering Through ROC Curves..- Learning on Complex Data..- Action Sequence Analysis Using Temporal Commonsense Knowledge..- Foundation Model for Lossy Compression of Spatiotemporal Scientific Data..- CANTER: A Novel Causal Model for Tourism Demand Forecasting..- Time-Aware Complex Attention Space for Temporal Knowledge Graph Completion..- Adaptive Extraction of Variable-Length Subsequence Patterns in Noisy Time Series..- Hunting Inside N-Quantiles of Outliers (Hino)..- Fast Approximation Algorithm for Euclidean Minimum Spanning Tree Building in High Dimensions..- ShuttleSHAP: A Turn-Based Feature Attribution Approach for Analyzing Forecasting Models in Badminton..- Offline Map Matching Based on Localization Error Distribution Modeling.

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Book Synopsis.- Reinforcement Learning..- An Enhanced Preference-Based Reinforcement Learning Framework for Autonomous System..- Reinforcement Learning based Iterated Greedy for Parallel Machine Scheduling with Weighted Earliness Tardiness..- VMD-IMF Enhanced Hyper Graph Attention Module Based Reinforcement Learning For Portfolio Optimization..- A reinforcement learning based framework to the facility layout problem..- Optimization..- Bayesian Optimization for Fine-Tuning an AI Solver: Application to Preventive Maintenance Scheduling Problems..- Domain Generalization through Domain-Expert Risk Assessment..- Enhanced Optimization Space Learning: Towards Real-Time Compiler Optimization..- Optimizing Feature Selection Binary Peacock Algorithm with improved movement strategy..- Natural Language Processing..- Apply TF-IDF and LDA to Explore Topics and Related Trends in Electric Vehicle Reviews..- Identifying Fake Reviews and Their Implications Using BERT and LDA: A Case Study of Online Shopping Website Reviews..- A Lightweight and Efficient Punctuation and Word Casing Prediction Model for On Device Streaming ASR..- SYNCAD: Synchronised Yields from Narrative Cross Modal Audio and Data..- MultiGAU: Real Time Sign Language Generation using Multimodal Gated Attention..- Classification of Approval Desires and Analysis of Emotional and Linguistic Features in SNS Posts Using Generative AI..- Multi-Agent..- Hierarchical Multi-Agent Reinforcement Learning with Epistemic Priors for Scalable Communicationless Coordination of Teamable Agents..- DynaMIX: Sample-Efficient Multi Agent Reinforcement Learning with Multi-Step Temporal Forward Dynamics Modeling..- Automated Issue Hierarchy Generation for Improved Automated Negotiation Outcomes..- Machine Learning and Decision Making..- Distribution Variance for Surrogate Weights in Multi-Criteria Decision Analysis..- Bridging the Trust Gap: Leveraging Explainable AI for Personalized E-Commerce Recommendations..- A clustering method based on hesitant difference granularity..- Evaluation of Efficient AI for the Edge: Insights from Deep Neural Networks Model Compression Techniques Applied to Occupancy Detection..- LSTM-based Proactive Scheduling of Stream Applications in Edge/Cloud Environments..- Uncertainty Quantification Of Multimodal Models..- Knowledge Representation..- Automating OntoClean Ontology Verification..- Automating OntoClean - Subsumption Hierarchy Construction..- Possibilistic Reasoning with Fuzzy Formal Contexts: An Extended Abstract..- A Strategy for Implementing Garbage Detection in Ontology Completion using Description Logics..- Data Engineering..- Uncertainty-based Instance-Dependent Noisy Label Datasets Generation..- Guided by Uncertainty: Semi-supervised Domain Adaptation with Curriculum and Contrastive Learning..- Linking Data Meaningfully: Identifying Meaningful Keys and Foreign Keys from Data..- CAMI: A missing value imputation method based on causal discovery and self-attention..- MDR: An Ontology Vocabulary and Registry Service for Dataset Catalogs..- A-REACT: Adaptive Resampling and Active Classification for Thresholded Anomalies..- DistResampleR-Lite: Light Distributed Resampler for Imbalanced Regression Problems..- Fast HSIC-based tests for random processes..- Large Language Model..- Exploring the Efficacy of Large Language Models in Predicting Chemical Toxicity..- Towards Predicting Complex Carpooling Trajectories with Context-Augmented BERT LLM in Chaotic Environments..- LLM-base MaSE, A Software Development Framework for Developing Multi-Agent Systems..- Computer Vision..- WeldViT: A Lightweight Network for Online Identification of Multi-Label Welding Defects..- Impact of Replay Ratios on Performance and Efficiency in Continual Learning for Skeleton-based Action Recognition..- Extending YOLO for Feature-Based Classification Through Numerical-to-Image Transformation..- Lost in the Noise: Evading and Detecting Backdoors in Conditional Diffusion Models.. SkinPalNet: An Advanced Ensemble Model for Skin Cancer Diagnosis with Computer Vision Approach..- Enhancing Minimarket Customer Experience through YOLOv8-Powered Checkout Systems..- Brain Tumor MRI Interpretation: Towards a Benchmark for Medical Visual Question Answering.

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Book Synopsis.- Robotics..- A Novel Task Assignment Strategy for Multi-Robot System..- Robotic Path Optimization for Efficient Robot Movement in Harsh Environments..- A Hybrid Approach for Path Planning in Harsh Environments Combining WOA and DMSGPSO..- Multi-Class Semantic Segmentation of Photovoltaic Module Defects and Features: Towards Industrial Robotic Applications..- Transformer-Based UWB Positioning: Learning to Correct Ranging Errors for Autonomous Agents..- Collision Detection and Avoidance among SWARM Robots using Convolutional neural network (CNN) in Harsh Environment..- Education..- Interpretable Machine Learning for Predicting and Explaining Code Submission Outcomes in an Online Judge system..- Teaching Practices and Effectiveness Assessment of AI Courses Assisted by Large Language Models..- Cyber Security..- A Self-Adaptive Multi-Modal Cyber Threat Intelligence Framework for Securing Industrial Communication Networks..- RANsomCheck: A CNN-Transformer Model for Malware Detection Based on API Call Sequences..- A Comprehensive Survey of Cryptography Key Management in Decentralized Identity Ecosystem..- Healthcare and Medical Applications..- Assessment of frailty levels in older adults through smartphone applications..- Ranking Lifelogs for Memory Recall Support..- An Efficient and Cost-Effective Medicine Reminder and Dispenser System..- Comparative Analysis of Large Language Models and Machine Learning Approaches for the Detection of Dengue Fever Information from ProMED-mail Platform..- Model-based diagnosis for building systems - results of an initial feasibility study..- Leveraging Real-World Data to Predict Macrovascular Complications in Type 2 Diabetes: A Comparative Machine Learning Study..- T-test-based Feature Selection on DNA Microarrays Gene Expression Data for Leukemia Classification..- MediTHIM: Temporal Hierarchical Imputation Methods for Medical Time Series..- IoT system based on deep learning for the identification and feedback of work postures when using a computer..- Advanced Applied Intelligence Methodologies and Application..- A Novel Score Function for Ranking Interval-Valued Intuitionistic Fuzzy Values..- BF-YOLOv7: Enhancing Helmet Rule Violation Detection..- A Smartphone-based Early Detection and Remote Consultation System for Stroke and Dementia..- Implementation of a One-Time Random Number Generation Mechanism for Zero-Trust Networks with IoT Transmission Verification..- Adaptive DRL-Based Traffic Signal Control with an Infused LSTM Prediction Model..- A Fast R1CS Normalization Method Based on Parameter Vectors..- Effective Virtual Force Estimation with Semi-Parametric Joint Friction Compensation for Robot Manipulators..- Enhancing Traffic Accident Detection with YOLOv5 in Smart City Road Monitoring..- Intelligent Systems and e-Applications..- Improving University Quality from Student Feedback with Sentiment Analysis..- Fusion in Multimodal Sentiment Analysis: A Review of Approaches and Challenges..- Multimodal Sarcasm Detection On Vietnamese Social Media..- Fine-grained WEEE Product Retrieval Using Hybrid Search and Re-ranking..- A Hybrid Knowledge-Based and Machine Learning Approach for Financial Health Prediction in Small and Medium-sized Enterprises..- Enhancing Ransomware Detection Using Deep Learning Models..- CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection..- Industrial and Engineering Applications..- Using Meta-Learning to Predict Work-in-Progress: An Approach for Small Datasets..- Evaluating Large Language Models for the Automated Generation of Software Requirements..- Establishing the subscription service strategies for digital music services using the DAA-NRM approach..- Multi-Objective Energy-Efficient Scheduling in Two Stages Hybrid Flowshop under Consideration of No-wait..- Beyond Air Pollution Prediction: A Step to Pollution Pattern Discovery With A Novel Binary Neuro-symbolic AI Framework ..- A Dual-Agent Framework for Condition-Based Maintenance of Production Systems..- MST-SGAN-KGQA: An Approach for Industrial Knowledge Graph Quality Assessment..- Adversarial Learning Based Error Detection for Industrial Knowledge Graphs..- Development and Performance Evaluation of a Wiring Safety Detector for Electrical Sockets in Buildings.

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Book SynopsisOverview of Artificial Intelligence Development.- AI Development Strategies in Countries around the World.- Introduction to Artificial Intelligence Security and Safety.- AI for Security.- AI Security.

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Book SynopsisDyadic Human-Robot Interaction: Emerging Technologies, Challenges, and Opportunities.- A Short Bibliometric Review of Metaheuristics.- Queuing for Civility: Regulating Emotions and Reducing Toxicity in Digital Discourse.- Effect of Multiwalled carbon nanotubes on the compressive strength and microstructural property of rubberized concrete using RSM modelling.- Complex Fermatean fuzzy graph and its application in networking problems.-South African Perceptions on Artificial Intelligence in the Context of Morality and Sentience.-Etc.

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Book SynopsisImpact the accuracy of AQI predications using Human-AI teaming.- Predicting Stroke Risk: A Machine Learning Approach.- Vehicle Recognition System for Intelligent Traffic System using Feed-Forward Neural Network Techniques.- Optimized Pothole Detection with a Fine-Tuned YOLOv8 Model and Depth Estimation on Indian Roadways using monocular vision method.- Detection of  DDOS Attacks in IoT Based Smart Home Networks using ML Algorithms.- Improved Brain Tumor Detection Using an Enhanced VGG-19 Model with Modified Stochastic Gradient Descent Optimizer.- Radial Pulse Pattern Recognition Using Deep Learning.- Full Paper: Improved LinkNet model with Statistical and Deep Feature Extractors for Breast Cancer Detection with Mammogram Image.- Algorithmic Simplicity: A Step Towards Intelligent Analysis.- Leveraging Big Data Analytics in Biomedical Informatics for Early Disease Detection and Personalized Treatment Plans to Improve Health Outcomes and Reduce Healthcare Costs.- AI-based neurological disease detection for early diagnosis.- Innovation In Indian Sign Language For Deaf And Dumb Individual Using Deep Learning.- Segmentation of Dermatoscopic images using wavelet Transform.- LBP features in cattle age estimation: Optimized Feature Engineering Pipeline.- Shape-aware thoracic edge map chest x-ray representation for pulmonary abnormality screening.- Retrieval of Kannada vachanas based on philosophical meaning using machine learning.- Advancing Text-to-Video Models: A study of Schedulers and Learning Techniques in Video Synthesis.- Enhancing Signature Detection from Scanned Documents Using Hybrid Detection Model and Post Processing.- Enhancing Indian Traffic Sign Detection Efficiency with Iterative Training Techniques and Augmentation.- Analysis of Explainable AI Techniques in a Computer Vision-based Maritime Surveillance System.- Adaptive Localization Strategies for Underwater WSNs: The PSO-AUV Hybrid Model.- A Hybrid Transformer Model for Robust  Multimodal Emotion Recognition Using Audio  and Text Data.- MIVT: Medical-Informed Vision Transformer for Early Epilepsy Diagnosis.

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Book Synopsis.-Bio-inspired Computing:.- Research on Computational Model of Spiking Neural P System simulating A* Path Planning Algorithm..- On Tricyclic Graphs with Maximal Graovac-Ghorbani Index..- A Simulation Tool of Spiking Neural P Systems with Cooperative Synapses..- 6-Base Huffman Compression Rotation Coding for High Density DNA Data Storage..- An Effective DNA Storage for Contour-Based Image..- A Chaos Image Encryption Method Based on DNA Encoding and Arnold’s Cat Mapping..- Implementation of Tanh Function Based on DNA Strand Displacement..- Solving Integer Programming Based on DNA Strand Displacement..- Methylation Base Huffman Compression Rotation Coding for High Density DNA Data Storage..- Simulation and Design of DNA nanostructures with single-stranded DNA tiles based on caDNAno..- Tuning Geometric Conformation of DNA Nanostructures Using Gaps..- A High Capacity and Efficient Retrieval Database System for DNA-based Data Storage..-Applications:.- Sparse Neuroevolution for Fault Detection of Electric Rope Shovels..- Satellite Grouping Optimization Method Based on Entropy Weight TOPSIS Scoring and GreedyAlgorithm..- A Generic Non-Periodic Anomaly Detection Method for Secondary Circuits of Voltage Transformers..- Anomaly Diagnosis of Dielectric Loss in Capacitor Voltage Transformer by Phase Angle Error..- Optimization of Collaborative Defense and Attack System Architecture Scheme Based on Exploratory Analysis..- Research on Underwater Target Matched Field Localization Based on Sound Intensity in Deep SeaConvergence Zones..- Virtual Machine Migration Algorithm for Energy Consumption Optimization..- Research on Multi-Constraint Vehicle Scheduling Problem Based on Improved Tabu Search Algorithm..- Image Feature Fusion-Based Model for Tobacco Leaf Aging Classification.

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Book Synopsis"Chapter 1: Introduction".- "Chapter 2: Evolutionary Computing".-  "Chapter 3: Swarm Intelligence Computing".- "Chapter 4: Neural Computing".- "Chapter 5: Machine Learning".

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Book Synopsis.- Biometrics Recognition..- Cross-Resolution Deep Face Recognition via Collaborative Knowledge Distillation..- A New Perspective on Speaker Verification: Joint Modeling with DFSMN and Transformer..- CT-Gait: Human Gait Recognition Based on Convolutional Networks with Channel Topology Map..- Breaking the Calibration Barrier: Lightweight Attention and Multi-Scale Convolutions for Cross-Subject P300 Spellers..- MAFF-CrossNet: Multi-scale Attentional Feature Fusion and Cross-writer Network for Offline Signature Verification..- Modal-aware Prompting with Missing Modalities for Biosignal-based Emotion Recognition..- A Multi-Task Learning Framework for Carotid Plaque Area Measurement in Imbalanced Datasets..- Alignment losses for End-to-End Speaker Diarization..- Evolutionary Computation and Learning..- An Adaptive Transfer Target Strategy and External Guidance for Multitask Evolutionary Optimization..- A Q-learning-based Hyper-Heuristic Algorithm for the Muti-objective Integrated Scheduling of Distributed Production and Delivery Problem..- A network-assisted evolutionary multitask framework for multi-objective optimization problems with unknown constraints..- Elite Annealing Algorithm-Based Adaptive Query Optimization Method..- An Adaptive Hybrid Genetic Algorithm and Differential Evolution Strategy with Sub-constraint Population Combination Approach for Multiconstraint Multiobjective Optimization..- CUT: Pruning Pre-Trained Multi-Task Models into Compact Models for Edge Devices..- Constrained Multi-objective Differential Evolution Framework based on Stage Stratification and Adaptive Epsilon Method..- Probability Estimation and Scheduling Optimization for Battery Swap Stations via LRU-Enhanced Genetic Algorithm and Dual-Factor Decision System..- A Multi-Strategy Polar Lights Optimizer for Airborne Emergency Material Transportation Tasks in Complex Plateau Regions..- Multi-objective Evolutionary Algorithm based on Decomposition with Adaptive Multi-task Knowledge Transfer and Dynamic Adjustment..- Unbiased Data-Driven Dynamic Threshold Sparsification for Communication Efficient Federated Learning..- SMMT: Siamese Motion Mamba with Self-attention for Thermal Infrared Target Tracking..- Signal Processing..- UNet-PRFN: A Lightweight Network Based on 3D U-Net for Few-Shot Hyperspectral Image Classification..- BDGTA: A Hybrid Neural Architecture for Enhanced RFID Indoor Positioning Using Bidirectional GRU and Sparse Attention Mechanisms..- OMDMix: Semi-Supervised Learning for Addressing Noisy Labels..- FGSGT: Saliency-Guided Siamese Network Tracker Based on Key Fine-Grained Feature Information for Thermal Infrared Target Tracking..- MASEC: Multi-dimensional Adaptive Signal Essence Capturing Framework for Real-time Signal Analysis in Power System..- Leverage Automatic Differentiation Routines for Seismic Traveltime Tomography in Tunnels..- Hierarchical temporal generative adversarial network-based enhancement of cross subject cross-stage epilepsy electroencephalography data..- ML-MultiLoc: Device-Free Passive Multi-Target Indoor Localization Using Multi Label Learning..- HIDE: Hyperspectral Imaging Dataset for Camouflaged Target Recognition..- TS-Net: An Emotion Recognition Network Based on Temporal-Spatial Features of EEG Signals..- Time-Frequency Feature Enhancement Method for Moving Multiple Sound Source Localization in Noisy Environments..- LSTM and Hybrid Local-global Transformer Parallel Net: A Novel Method to Recognize the Calls of Newborn Giant Pandas..- Research on Rolling Bearing Fault Diagnosis Based on TAGCN-Transformer..- Modularity-Guided Adversarial Matrix Factorization for Community Detection Attacks..- AFDS-Net: An Attention-Fused Depthwise Separable Network for Acoustic Scene Classification..- DynFusion-VC: Zero-Shot Voice Conversion via Optimized Fusion of Features ..- Efficient Distributed PHD Filtering via Sampling Clustering ..- Device-free localization based on knowledge distillation method..- Exploring Anti-ambiguity Signal Processing for Gesture Recognition in NLoS Spaces..- Multi-scale Adaptive Feature Sparse Network for Speech Enhancement in Insect Noise Environments..- A speech enhancement method based on Training Lifetime Knowledge Distillation..- AP-Fall: Environment-Adaptive Fall Detection via Acoustic Sensing..- Personnel Detection via Reinforcement Learning-based Dynamic Parameter Optimization with Vehicle-mounted Ultra-Wideband..- Knowledge Tracing Method Based on Multi-Perspective Dynamic Evolution.

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Book Synopsis.- Image Processing.- Spatial-Spectral Topological Graphmamba for Hyperspectral Image  Classification..- Efficient 3D Brain Tumor Automatic Division Based on Attention  Mechanism..- Lightweight Remote Sensing Image Change Detection Based on Global Feature Fusion..- DUMD-EIT: A Three-Stage Deconvolution-UNet-Masked Diffusion Model  for Electrical Impedance Tomography Image Reconstruction..- Image Deraining Network Based on Multi-Level Mixed Attention..- Deep Hashing based on Feature Fusion Enhancing Hierarchical Transformer with Distance Separated Centers Guided Polarization Loss..- GTF: Generator for Pairwise Thermal Face Image Synthesis..- SDMD-RTDETR: An Improved Real-Time Transformer Detection Model  for Detecting Violations in Power Operators' Dress..- Improving Heterogeneous Cryo-EM Reconstruction Using Transformer Architecture..- TPANet: Scene Text Detection Based on Texture Refinement and Patch Driven Attention with Cross-Level Feature Integration..- GL-Unet: Global-Local Attention Based Image Segmentation Algorithm for  Transmission Line Defects..- EMCrossNet: Edge-guided Bidirectional Mamba Fusion Network for Crack  Segmentation..- Forgery-aware Adaptive CLIP for Generalizable Face Forgery Detection..- Efficient Oriented Object Detection with Enhanced Small Object  Recognition in Aerial Images..- Multimodal-guided Perceptual Image Compression via Joint Text and Audio..- A Image Restoration Network for Nighttime Variegated Haze Conditions..- The Loop Game: Quality Assessment and Optimization for Low-Light Image  Enhancement..- Lightweight Image Super Resolution via Multi-branch Feature Aggregation Network..- Deep Unfolding for Task-Decomposed Image Restoration Under Diverse Degradations..- Cross-Modality Differential Feature Interaction for Multispectral Pedestrian Detection..- BiSyncFusion: Dual-Stream Bidirectional Synchronization for BEV Multimodal Fusion..- ESCA-Net: Attention-enhanced CNN and Transformer fusion coding  network for lung airway tree segmentation..- Emphasizing Object-Background Difference Network for Camouflaged  Object Detection..- MSD-SEG: Multi-scale Deformable Convolution Network for Segmentation of Remote Sensing Images..- MCGFusion: Multi-Scale Cross Gated Fusion Framework for Multi-Focus  Image Fusion..- A Deepfake Detection Model based on Optical Flow Estimation..- cross-modal Prior Generation and Structured Information Fusion for Fewshot Semantic Segmentation..- IEDNet: Learning A Two-stage Enhancement-Denoising Network for Low Light Image Enhancement..- Optimal Transport-Based Prompt Alignment for Unsupervised Domain Adaptation..- CSN-YOLOv5s: A Novel Detection Algorithm for PCB Surface Defects..- Dynamic Convolution and Dimensional Joint Attention Based Denoising of  Oracle Topography Images..- Dynamic Partition Cascade Matching Multi-Target Trajectory Association..- Learning Latent Representations with Codebook Priors for Single-Image Flare Removal..- Chinese Text Detection in Natural Scenes based on Feature Pyramid with Attention Mechanism..- K-CMorph: Integrating K-space Consistency and Complex-valued Processing for Improved MRI Deformable Registration..- SA-SAM: Stronger Adaptation for SAM in Camouflaged Object Detection..- GASNet: Geometric Robust Adaptive Spatial-Enhanced Network for Building Extraction..- FSCIE: Fast Covert Image Exfiltration via Screen Recording..- PanFormer: Dual-Head Soft Attention Meets Multi-Scale Residual Learning..- K2Mural: Text-Guided Pre-trained Model for Mural Image Inpainting..- FCFormer: Fourier Convolution Vision Transformer for Image Classification..- YOLOv8-CSPD: Integrating Collaborative Attention and Lossless Downsampling for Real-Time Industrial Aluminum Can Detection. .-Natural Language Processing and Computational Linguistics.- Accelerating LLM Inference on RISC-V Edge Devices via Vector Extension Optimization.

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Book Synopsis.- Neural Networks..- EMAFN: Enhanced Multimodal Alignment and Fusion for visual question answering Networks..- PHierT: a Privacy-Preserving Hierarchical Transformer Model for ICS Network Traffic Classification..- IDRS: An Input-Dependent Randomized Smoothing Method Certifying the Robustness of Temporal Link Prediction Models..- MICTE: Mutual information and cross-modal text enhancement for multimodal sentiment analysis..- Online Delay Learning Algorithm for Recurrent Spiking Neural Networks with Multiple Synaptic Connections..- Enhancing Semantic-Guided Self-Supervised Monocular Depth Estimation by Exploring Task-Related Representations..- Neural Networks Remember More: The Power of Parameter Isolation and Combination..- STLANet: A Spatio-Temporal Linear Attention Network for Multivariate Time Series Classification..- Adaptive Dynamic Inference Framework Using Multi-Route Neural Networks under Constraints..- AutoDesign-Net: Genetic Algorithm-Driven Neural Architecture and Feature Selection for Adaptive Time Series Modeling..- SCN-YOLOv8: A Paradigm for Urban Road Garbage Detection Algorithm Based on YOLOv8..- U-GANs: Pyramidal Convolutional Attention Fusion Network for Pneumonia Infection Segmentation with Semi-Supervised Learning..- Multi Hierarchical Time Structures Aware Passenger Preference Evolution for Personalized Flight Recommendation..- Density Constraint Based Neural Fluid..- Joint Training of Singular Value Decomposition and Variational Graph Autoencoders for Link Prediction..- CTMASleep: A Multi-Task Learning Framework for Single-Channel Sleep Staging..- Enhancing Effective Channels of Data for Multivariate Time Series Classification..- GA-fPINN: Global-Adaptive Physics-Informed Neural Networks for Predicting the Nonlinear Dynamics of Temporal Fractional Order Differential Equations..- Reformulating Distributed Hybrid Flow Shop Scheduling under Degradation Effect Using Deep Reinforcement Learning and Spliced Heterogeneous Graph Attention Networks..- Spectral Bounds and Quantum State Reconstruction in Multi-Dimensional Discrete-Time Quantum Walks..- BlastocystMask: An Instance Segmentation of Internal Structure in Human Blastocyst Images..- Delay Learning Algorithm in Spiking Neural Networks for Network Intrusion Detection..- Using An Improved Lightweight YOLOv11 Model for Fuzzy Image Object Detection..- A Diffusion-Based Neuron Coverage Feedback Fuzz Testing Method..- Enhancing Fast Adversarial Training via Adaptive Self-Knowledge Dynamic Guidance..- Frequency Perturbation and Spatial Attention Modulation for Privacy Preserving Action Recognition..- Lightweight Neural Networks for Expiration Date Accessibility..- YOLO-LFS: A Lightweight Method for Pomegranate Growth State Detection..- Partitioned Memory-Based Method for Long-Tail Document-Level Relation Extraction..- USEE-YOLO:An Improved Underwater Small Object Detection Algorithm With Edge Enhancement..- A Lightweight Multi-View Stereo Method for 3D Reconstruction using Wavelet Transform and Depthwise Separable Convolution..- FairGEO: Lightweight Bias Mitigation in Pruned CNNs via Length and Angle Alignment from Geometric Perspectives..- Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation..- KFC: A Kalman Filtering Correction Method for Diffusion Model Acceleration..- A Dual-Stream Network Architecture Based on GNN and CNN for Intrusion Detection..- Generalization-Driven Anomaly Detection: A Two-Stage Framework with Encoder Freezing and Hybrid Learning..- GAT-Trans: Graph Attention Networks for Analog Hardware Trojan Detection at Transistor Level..- Clickbait Detection via Large Language Models..- Stratospheric Wind Field Simulation Using Physics-Constrained Latent Diffusion Model..- LLMonCAR: A Benchmark for Exploring Large Language Models on Cryptographic Algorithm Recognition..- Enhancing Subject-Oriented Video Captioning with Predicate-Guided Action Modeling..- Weaken Non-Primary Information to Enhance Single Face Image Super Resolution..- Research on abnormal electricity usage detection based on Time GAN-CNN Transformer-Bi LSTM.

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