{"product_id":"intelligent-systems-and-data-science-9789819533572","title":"Intelligent Systems and Data Science","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePart-I.\u003c\/p\u003e\u003cp\u003eAI in Agriculture, Aquaculture, and Environments \u003cbr\u003e.- Evaluating Spatial Coverage in UAV-Based Rice Growth Stage Classification with Deep Learning Models.\u003cbr\u003e.- Improving Rice Disease Segmentation via Iterative Pseudo-label Correction.\u003cbr\u003e.- Explainable AI for Agriculture: Teacher–Student Learning in Rice Pest Classification.\u003cbr\u003e.- Optimizing EfficientNetV2 for Insect Classification.\u003c\/p\u003e\u003cp\u003eAI in E-Commerce, Education, and Society \u003cbr\u003e.- Semantic Similarity for User-based Collaborative Recommendation Systems.\u003cbr\u003e.- Reforming Attention in Transformer-based Graph Neural Networks for Fashion Recommendation.\u003cbr\u003e.- Decision Support System for Selecting Majors in IT Training Programs. \u003cbr\u003e.- An Explainable Biased Multi-Relational Matrix Factorization Model using XAI for Recommendation Systems.\u003cbr\u003e.- An Efficient Lightweight Multimodal Framework for Autism Behavior Recognition on the AV-ASD Dataset.\u003c\/p\u003e\u003cp\u003eAI in Health Care Analytics \u003cbr\u003e.- Painless and Accurate AI-driven Method for Personal Glucose Tracking based on Multi-Spectral Sensing.\u003cbr\u003e.- MS-CXR: Improving Multi-label Chest X-ray Classification via a Multi-Architecture Soft Voting.\u003cbr\u003e.- ESQ-YOLO: An efficient method for blood cell detection based on improved YOLOv8.\u003cbr\u003e.- Breast Cancer Classification using Ensemble Deep Learning with RIDOPT-NET.\u003cbr\u003e.- A Semi-automated MRI-Image Processing System for Exploratory Analysis of Radiomics Features Toward Clinical Prediction of Meningioma Growth.\u003cbr\u003e.- A Meta-Classifier Built on Self-Supervised Models for Improving Chest X-ray Image Classification.\u003c\/p\u003e\u003cp\u003eBig Data, IoT, and Cloud Computing \u003cbr\u003e.- Secure Offloading for Terahertz-Band UAV-aided MEC Backscatter Communication Networks.\u003cbr\u003e.- Enhancing Model Privacy and Security for Blockchain-based Federated Learning.\u003cbr\u003e.- An Improved Low-Power Wearable Sensor for Dairy Cow Behavior Classification Using Deep Learning Algorithms.\u003cbr\u003e.- A Time-Frequency Signal Analysis System for Drastic Improvement of Sensitivity and Detection Duration of Biosensors.\u003c\/p\u003e\u003cp\u003eIntelligent Systems \u003cbr\u003e.- Vibration-based Diagnosis and Monitoring of Bearing Degradation.\u003cbr\u003e.- Random Forest with Z-score in Supervised Machine Learning.\u003cbr\u003e.- Optimizing Image Colorization: Innovations with CVAE.\u003cbr\u003e.- Ontology-Enhanced Semantic Image Search with Deep Learning and CLIP Embedding.\u003cbr\u003e.- Deep Ant Colony Optimization for Electric Pickup and Delivery Problem.\u003cbr\u003e.- Automatic 3D Space Reconstruction System From Video Using 3D Gaussian Splatting. \u003cbr\u003e.- Automated Trace Clustering: Selecting Feature Encodings and Clustering Algorithms Based on Process Model Quality.\u003cbr\u003e.- AI-Agent-Powered Video Object Contextualization \u0026amp; Retrieval System: Architecture and System.\u003cbr\u003e.- AGSEU-Net: An Optimal Deep Learning Framework for Noise Filtering.\u003c\/p\u003e\u003cp\u003eNatural Language Processing \u003cbr\u003e.- Enhancing Vietnamese Hate Speech Detection with Multi-Agent Debate. \u003cbr\u003e.- Enhanced Chart Detection in Document Images with Segmentation Backbone.\u003cbr\u003e.- ChartLite: Simplified End-to-End Extraction of Chart Data for Enhanced Visual Understanding.\u003cbr\u003e.- Applying Large Language Model in Survey Extraction. \u003cbr\u003e.- AI-Powered Investment Advisor: Enhancing Financial Decisions with NLP and Predictive Analytics.\u003cbr\u003e.- A Novel Pipeline for Automatic UML Sequence Diagram Synthesis and Multimodal Scoring.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003ePart-II.\u003c\/p\u003e\u003cp\u003eAI in Agriculture, Aquaculture, and Environments \u003cbr\u003e.- LAVA: Leveraging Self-Attention to Learn Video Features for Wastewater Pipe Anomaly Detection.\u003cbr\u003e.- Tomato Leaf Classification Using GAN-Generated Images.\u003cbr\u003e.- AquaNetCT: Detecting and Representing Urban Drainage Networks from Video Analysis.\u003cbr\u003e.- A Portable Multi-spectral Sensor-Based System with Machine Learning Models for Non-Destructive Sweetness Assessment of Cherry Tomatoes.\u003c\/p\u003e\u003cp\u003eAI in E-Commerce, Education, and Society \u003cbr\u003e.- Student Engagement Estimation in Classroom Videos Using Video Swin Transformer.\u003cbr\u003e.- ROPEVISION: A Computer Vision-Based System for Jump Rope Technique Recognition and Counting.\u003cbr\u003e.- CAHIM: Contructing Auto-generated HIstorical Mindmaps based on Clustering and Ontology Structuring.\u003cbr\u003e.- Applying the Temporal Fusion Transformer Model in Stock Price Forecasting: The Cases of VIC, VRE, and VHM.\u003cbr\u003e.- A Dual-Stage AI Model for Personalized Major Advising.\u003cbr\u003e \u003cbr\u003eAI in Health Care Analytics \u003cbr\u003e.- SAM Meets U²-Net: Minimal-Supervision Skin Lesion Segmentation.\u003cbr\u003e.- Retrospective Contribution Analysis of Intrinsic 3D Breast Features for Esthetic Outcome Evaluation of Breast Reconstruction Surgery.\u003cbr\u003e.- Gestational Diabetes Prediction using Classification Methods.\u003cbr\u003e.- GeKAN: Enhancing High-Dimensional Gene Expression Classification with Feature-Selected Kolmogorov-Arnold Networks.\u003cbr\u003e.- Fuzzy-EDTrans: A Fuzzy Ensemble Learning Approach for Brain Tumor Classification.\u003cbr\u003e.- A Machine Learning-Based Tool for Autism Screening Using Psychological Medical Records.\u003cbr\u003e.- A Deep Learning Framework with Squeeze-and-Excitation Attention for Guava Disease Classification.\u003c\/p\u003e\u003cp\u003eBig Data, IoT, and Cloud Computing \u003cbr\u003e.- Towards End-to-End Traffic Congestion Estimation Using Learned ROI and Vehicle Object Dynamics.\u003cbr\u003e.- Simultaneous Low-light Image Enhancement and Deblurring for Surveillance Systems using Intelligent Cameras.\u003cbr\u003e.- Design of a Solar-Powered AIoT System for Safety Corridor Violation Detection in High-Voltage Power Transmission Networks.\u003cbr\u003e.- A Real-time Adaptive Traffic Signal Control Framework Using Graph Neural Networks and Multi-Agent Reinforcement Learning with Crowdsourced Event Integration.\u003c\/p\u003e\u003cp\u003eIntelligent Systems \u003cbr\u003e.- Towards Local Learning Algorithm on Apache Spark for Large Datasets.\u003cbr\u003e.- PM2.5 prediction model using CNN with Depthwise Separable Convolution and Bi-LSTM.\u003cbr\u003e.- Improving Data Quality Post-Anonymization in K-Anonymity Models Using a Hybrid Artificial Rabbit and Arctic Puffin Optimization.\u003cbr\u003e.- FMN-OE: Evaluation And Elimination Of Hyperbox Overlap.\u003cbr\u003e.- Enhancing Cryptocurrency Forecasting Using Temporal Features On High-Frequency Data.\u003cbr\u003e.- Edge-Optimized CNN Accelerator: A Flexible and Lightweight Architecture.\u003cbr\u003e.- DWACE: Enhancing Graph Clustering via Autoencoder and Contrastive Learning Refinement of DeepWalk Embeddings.\u003cbr\u003e.- Defective and Non-defective Printed Lot Information Classification based on Optical Character Recognition.\u003cbr\u003e.- A Method for Enhancing Images Quality based on Machine Learning.\u003c\/p\u003e\u003cp\u003eNatural Language Processing \u003cbr\u003e.- Vietnamese Certificate Analysis: Addressing Hybrid Document Challenges through Multimodal Layout-Text Fusion.\u003cbr\u003e.- Reflective Thought and Code for Solving Numerical Problems with Large Language Models.\u003cbr\u003e.- RCM-MSA: Robust Contextual Modeling for Multi-modal Sentiment Analysis Using Transformer and Attention Mechanism.\u003cbr\u003e.- Integrating Information Retrieval and LLMs: A Document Retrieval Chatbot in Education Settings.\u003cbr\u003e.- Graph–Beam Retriever: A Lightweight Framework for Evidence Selection in Vietnamese Fact Verification.\u003cbr\u003e.- Benchmarking Conventional, Deep, and Large Language Models on Vietnamese Clickbait Detection.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":52195608396119,"sku":"9789819533572","price":49.49,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9789819533572.jpg?v=1763648279","url":"https:\/\/bookcurl.com\/products\/intelligent-systems-and-data-science-9789819533572","provider":"Book Curl","version":"1.0","type":"link"}