Intelligent Systems and Data Science (eBook, PDF)

Third International Conference, ISDS 2025, Can Tho City, Vietnam, October 18-19, 2025, Proceedings, Part I
Redaktion: Thai-Nghe, Nguyen; Benferhat, Salem; Do, Thanh-Nghi

• Format: PDF

Produktbeschreibung

This two-volume set constitutes the refereed proceedings of the Third International Conference, ISDS 2025, held in Can Tho City, Vietnam, during October 18-19, 2025.

The 67 full papers and 2 Short papers included in this book were carefully reviewed and selected from 181 submissions. They focus on the development of innovative, interpretable, and explainable data science and artificial intelligence technologies. They were organized in topical sections as follows:

Part I: Intelligent Systems and Data Science (CCIS 2714). Part II: Intelligent Systems and Data Science (CCIS 2716).

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 489
• Erscheinungstermin: 14. Oktober 2025
• Englisch
• ISBN-13: 9789819533558
• Artikelnr.: 75672012

Inhaltsangabe

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.