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Author:   Nguyen Thai-Nghe ,  Thanh-Nghi Do ,  Salem Benferhat
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
ISBN:  

9789819533572

ISBN 10:   9819533570
Pages:   499
Publication Date:   15 October 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available  
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Table of Contents

Part-I. AI in Agriculture, Aquaculture, and Environments  .- Evaluating Spatial Coverage in UAV-Based Rice Growth Stage Classification with Deep Learning Models. .- Improving Rice Disease Segmentation via Iterative Pseudo-label Correction. .- Explainable AI for Agriculture: Teacher–Student Learning in Rice Pest Classification. .- Optimizing EfficientNetV2 for Insect Classification. AI in E-Commerce, Education, and Society  .- Semantic Similarity for User-based Collaborative Recommendation Systems. .- Reforming Attention in Transformer-based Graph Neural Networks for Fashion Recommendation. .- Decision Support System for Selecting Majors in IT Training Programs.  .- An Explainable Biased Multi-Relational Matrix Factorization Model using XAI for Recommendation Systems. .- An Efficient Lightweight Multimodal Framework for Autism Behavior Recognition on the AV-ASD Dataset. AI in Health Care Analytics  .- Painless and Accurate AI-driven Method for Personal Glucose Tracking based on Multi-Spectral Sensing. .- MS-CXR: Improving Multi-label Chest X-ray Classification via a Multi-Architecture Soft Voting. .- ESQ-YOLO: An efficient method for blood cell detection based on improved YOLOv8. .- Breast Cancer Classification using Ensemble Deep Learning with RIDOPT-NET. .- A Semi-automated MRI-Image Processing System for Exploratory Analysis of Radiomics Features Toward Clinical Prediction of Meningioma Growth. .- A Meta-Classifier Built on Self-Supervised Models for Improving Chest X-ray Image Classification. Big Data, IoT, and Cloud Computing  .- Secure Offloading for Terahertz-Band UAV-aided MEC Backscatter Communication Networks. .- Enhancing Model Privacy and Security for Blockchain-based Federated Learning. .- An Improved Low-Power Wearable Sensor for Dairy Cow Behavior Classification Using Deep Learning Algorithms. .- A Time-Frequency Signal Analysis System for Drastic Improvement of Sensitivity and Detection Duration of Biosensors. Intelligent Systems  .- Vibration-based Diagnosis and Monitoring of Bearing Degradation. .- Random Forest with Z-score in Supervised Machine Learning. .- Optimizing Image Colorization: Innovations with CVAE. .- Ontology-Enhanced Semantic Image Search with Deep Learning and CLIP Embedding. .- Deep Ant Colony Optimization for Electric Pickup and Delivery Problem. .- Automatic 3D Space Reconstruction System From Video Using 3D Gaussian Splatting.  .- Automated Trace Clustering: Selecting Feature Encodings and Clustering Algorithms Based on Process Model Quality. .- AI-Agent-Powered Video Object Contextualization & Retrieval System: Architecture and System. .- AGSEU-Net: An Optimal Deep Learning Framework for Noise Filtering. Natural Language Processing  .- Enhancing Vietnamese Hate Speech Detection with Multi-Agent Debate.  .- Enhanced Chart Detection in Document Images with Segmentation Backbone. .- ChartLite: Simplified End-to-End Extraction of Chart Data for Enhanced Visual Understanding. .- Applying Large Language Model in Survey Extraction.  .- AI-Powered Investment Advisor: Enhancing Financial Decisions with NLP and Predictive Analytics. .- A Novel Pipeline for Automatic UML Sequence Diagram Synthesis and Multimodal Scoring.   Part-II. AI in Agriculture, Aquaculture, and Environments  .- LAVA: Leveraging Self-Attention to Learn Video Features for Wastewater Pipe Anomaly Detection. .- Tomato Leaf Classification Using GAN-Generated Images. .- AquaNetCT: Detecting and Representing Urban Drainage Networks from Video Analysis. .- A Portable Multi-spectral Sensor-Based System with Machine Learning Models for Non-Destructive Sweetness Assessment of Cherry Tomatoes. AI in E-Commerce, Education, and Society  .- Student Engagement Estimation in Classroom Videos Using Video Swin Transformer. .- ROPEVISION: A Computer Vision-Based System for Jump Rope Technique Recognition and Counting. .- CAHIM: Contructing Auto-generated HIstorical Mindmaps based on Clustering and Ontology Structuring. .- Applying the Temporal Fusion Transformer Model in Stock Price Forecasting: The Cases of VIC, VRE, and VHM. .- A Dual-Stage AI Model for Personalized Major Advising.   AI in Health Care Analytics  .- SAM Meets U²-Net: Minimal-Supervision Skin Lesion Segmentation. .- Retrospective Contribution Analysis of Intrinsic 3D Breast Features for Esthetic Outcome Evaluation of Breast Reconstruction Surgery. .- Gestational Diabetes Prediction using Classification Methods. .- GeKAN: Enhancing High-Dimensional Gene Expression Classification with Feature-Selected Kolmogorov-Arnold Networks. .- Fuzzy-EDTrans: A Fuzzy Ensemble Learning Approach for Brain Tumor Classification. .- A Machine Learning-Based Tool for Autism Screening Using Psychological Medical Records. .- A Deep Learning Framework with Squeeze-and-Excitation Attention for Guava Disease Classification. Big Data, IoT, and Cloud Computing  .- Towards End-to-End Traffic Congestion Estimation Using Learned ROI and Vehicle Object Dynamics. .- Simultaneous Low-light Image Enhancement and Deblurring for Surveillance Systems using Intelligent Cameras. .- Design of a Solar-Powered AIoT System for Safety Corridor Violation Detection in High-Voltage Power Transmission Networks. .- A Real-time Adaptive Traffic Signal Control Framework Using Graph Neural Networks and Multi-Agent Reinforcement Learning with Crowdsourced Event Integration. Intelligent Systems  .- Towards Local Learning Algorithm on Apache Spark for Large Datasets. .- PM2.5 prediction model using CNN with Depthwise Separable Convolution and Bi-LSTM. .- Improving Data Quality Post-Anonymization in K-Anonymity Models Using a Hybrid Artificial Rabbit and Arctic Puffin Optimization. .- FMN-OE: Evaluation And Elimination Of Hyperbox Overlap. .- Enhancing Cryptocurrency Forecasting Using Temporal Features On High-Frequency Data. .- Edge-Optimized CNN Accelerator: A Flexible and Lightweight Architecture. .- DWACE: Enhancing Graph Clustering via Autoencoder and Contrastive Learning Refinement of DeepWalk Embeddings. .- Defective and Non-defective Printed Lot Information Classification based on Optical Character Recognition. .- A Method for Enhancing Images Quality based on Machine Learning. Natural Language Processing  .- Vietnamese Certificate Analysis: Addressing Hybrid Document Challenges through Multimodal Layout-Text Fusion. .- Reflective Thought and Code for Solving Numerical Problems with Large Language Models. .- RCM-MSA: Robust Contextual Modeling for Multi-modal Sentiment Analysis Using Transformer and Attention Mechanism. .- Integrating Information Retrieval and LLMs: A Document Retrieval Chatbot in Education Settings. .- Graph–Beam Retriever: A Lightweight Framework for Evidence Selection in Vietnamese Fact Verification. .- Benchmarking Conventional, Deep, and Large Language Models on Vietnamese Clickbait Detection.

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