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| Link zu diesem Datensatz | https://d-nb.info/1378982010 |
| Titel | Intelligent Systems and Data Science : Third International Conference, ISDS 2025, Can Tho City, Vietnam, October 18–19, 2025, Proceedings, Part I / edited by Nguyen Thai-Nghe, Thanh-Nghi Do, Salem Benferhat |
| Person(en) |
Thai-Nghe, Nguyen (Herausgeber) Do, Thanh-Nghi (Herausgeber) Benferhat, Salem (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XVIII, 489 p. 180 illus., 161 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-9533-54-1 Printed edition:: ISBN: 978-981-9533-56-5 |
| Inhalt | 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2510150406188.030949088160 DOI: 10.1007/978-981-95-3355-8 |
| URL | https://doi.org/10.1007/978-981-95-3355-8 |
| ISBN/Einband/Preis | 978-981-95-3355-8 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2713 |
| DDC-Notation | 004 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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