Buch, Englisch, 564 Seiten, Format (B × H): 155 mm x 235 mm
4th International Conference, ISDS 2026, Taoyuan, Taiwan, November 14–15, 2026, Proceedings, Part I
Buch, Englisch, 564 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Communications in Computer and Information Science
ISBN: 978-981-9274-10-9
Verlag: Springer
This two-volume set constitutes the refereed proceedings of the 4th International Conference on Intelligent Systems and Data Science, ISDS 2026, held in Taoyuan, Taiwan, during November 14–15, 2026.
The 75 full papers included in this book were carefully reviewed and selected from 188 submissions. They were organized in topical sections as follows:
Data Science & Machine Learning; Image Processing & Pattern Recognition; Intelligent Systems & Recommender Systems; Natural Language Processing.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
.- Data Science & Machine Learning.
.- Bridging Research and Deployment: An Operational Orthomosaic-Free Workflow for UAV-Based Rice Yield Prediction.
.- DARL: Density-Augmented Reinforcement Learning for VLSI Macro Placement.
.- CEDN: Training Spiking And Hybrid Neural Network With Constrained Encode-Decode Neurons.
.- From Intelligence to Environment: Evidence-Grounded Inference of Minimal Attack Environments for MAL Simulation.
.- Hierarchical Learning for Malware Classification Using Static PE Features.
.- Optimization of Cycle-Based Max Pressure Control in Mixed Traffic Based on Continuous Area Occupancy.
.- A Fragmentation-Aware Self-Healing Framework for Virtual Network Embedding Using Graph Reinforcement Learning.
.- Topology-Aware Multi-Agent Soft Actor-Critic for Adaptive Scheduling in SDN-Enabled Edge-Cloud Networks.
.- Image Processing & Pattern Recognition.
.- High-capacity reversible data hiding in encrypted binary images using run-length encoding and Huffman coding.
.- Automated Harvesting and Ranking of Images for Vietnamese Intangible Cultural Heritage.
.- STFTNet: A Lightweight Convolutional Neural Network for Hand Gesture Recognition Based on Surface EMG Signals.
.- VCPO: Visual Counterfactual Prompt Optimization for Efficient Fine-Grained MLLM Classification.
.- Optical Character Recognition of Ancient Khmer Palm-Leaf Manuscripts Using TrOCR and Segment Level Data Augmentation.
.- Multimodal Aspect-Polarity Planning for Controlled Aesthetic Critique Generation in Paintings.
.- EviUS++-CB26: Report-Derived Evidence Concept Bottleneck Learning for Explainable Multi-Label Abdominal Ultrasound Diagnosis.
.- VITAL: Vietnamese Text-Image Alignment Learning for Weakly Grounded Multimodal Clickbait Detection.
.- Controlled Multi-Attack Evaluation of AE-UNet and UNet-ViT for Image Steganography.
.- Occlusion-Aware Diffusion for Amodal Camouflaged Object Completion.
.- Intelligent Systems & Recommender Systems.
.- ESGRec: Evidence-Aware Residual Fusion for Explainable Multimodal Recommendation.
.- Beyond Prediction Accuracy: A Dual-Evaluation Framework for AI-based Stock Trading Systems in the Vietnamese Stock Market.
.- MetalOps: An Evidence-Grounded Human-in-the-Loop Agent Framework for Risk-Aware Metal Procurement.
.- Enhancing the Effectiveness of Multi-Behavior Sequential Recommendation Systems Through Context Aware Models.
.- UnifiedTMIL: Joint Account and Transaction-Level Phishing Detection on Ethereum.
.- When Does Residual-Guided Sample Selection Improve Model Generalization? A Framework Evaluated with RANSAC for Mandarin Sweetness Prediction.
.- CTU60-MGA: An Open-Source Multimodal Generative AI Framework Based on a Decoupled Multimodal Architecture.
.- Explainable AI for Motor Insurance Pricing: Bridging Actuarial GLMs and XGBoost with SHAP-Based Tariff Diagnostics.
.- Cross-Encoder Concordance of Latent EEG States Across Foundation Models.
.- A Hybrid GraphSAGE and Rule-Based Framework for APB Error Diagnosis from VCD Waveforms.
.- Amortized Initialization versus Langevin Refinement for Motion-Guided Segmentation: A Controlled Study of Conditional Energy-based Models (EBMs)
.- Chromatic Anchoring for Unsupervised Microstructural Analysis of Lightweight Concrete.
.- Natural Language Processing.
.- How Faithful Are Static Checkers Generated by Large Language Models?.
.- adviXTTS: A Vietnamese Text-to-Speech System Based on the viXTTS Architecture.
.- HEROS: Hierarchical Entity-Centric Resolution of Operator Streams for Multi-Deal State Tracking in Long-Horizon Negotiation Dialogues.
.- Meta-Path Guided Adaptive Diffusion Graph Learning for Drug Repositioning.
.- Is a Bilingual Front-End Necessary? Data-Only Code-Switching Adaptation for On-Device Vietnamese–English Speech Synthesis.
.- Investigation-Guided Oracle Strengthening for Issue-to-Test Generation.
.- PIRAG: Representing Pipeline Inspection Reports as Anomaly Graphs.
.- A Model-Driven Engineering-Based Framework for Formalizing Contextual ABAC Policies from Natural Language Policy Statements.
