Buch, Englisch, 531 Seiten, Format (B × H): 155 mm x 235 mm
4th International Conference, ISDS 2026, Taoyuan, Taiwan, November 14–15, 2026, Proceedings, Part II
Buch, Englisch, 531 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Communications in Computer and Information Science
ISBN: 978-981-9274-07-9
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.
.- Enhancing Deepfake Detection Efficiency via Kimi Linear Attention on CNN Architectures: An Empirical Study on FaceForensics++.
.- Accuracy Is Not Enough: A Cross-Architecture Audit of Demographic Bias in Deep Knowledge Tracing.
.- Scalable Parametric t-SNE for Large Datasets.
.- GraphXAD: Integrating Deep CNN and Graph Representation Learning for Explainable Alzheimer’s Disease Classification.
.- LeSCA: Leakage-Safe Class-Aware Feature Selection for Gene Expression Classification.
.- VeriTinyBPF: Efficient TinyML Inference at Linux eBPF Hooks.
.- ShrimpGroundNet: An Explainable Multimodal Architecture with Anatomy-Aware Grounding for Shrimp Disease Diagnosis.
.- A Deployment-Time-Aware Machine Learning Framework for Admission Prediction under Temporal Shift.
.- Image Processing & Pattern Recognition.
.- CTU.SignBridge: Protocol- and Artifact-Aware Evaluation of Low-Resource Vietnamese Sign Recognition.
.- Novel Spectral Descriptors for GSI Prediction of Live Female Mud Crabs from Intact-Carapace Multispectral Images.
.- Multimodal Poultry Disease Diagnosis via Controlled Vision-Language Fusion.
.- Context-Aware False Alarm Reduction for Violence Detection in Surveillance Videos Using a Lightweight Gating Module.
.- Event Detection in Live-Streamed Mobile MOBA Video: A Case Study of Arena of Valor.
.- Multimodal Vision-Language Learning for Vietnamese Medicinal Plant Identification and Medicinal Information Generation.
.- Frequency-Guided Semantic Steganography for High-Fidelity Self-Contained Style-Transfer Image Hiding.
.- A Shallow Convolutional Neural Network–Based Multi-Omics Model for Breast Cancer Classification via Intermediate Integration.
.- 4C: Candidate-Conditioned Context Compatibility for Object-Level Out-of-Context Detection.
.- Skeleton-Based Recognition of Khmer Traditional Dance Using Deep Temporal Sequence Models.
.- A Lightweight U-Shaped Network with Hierarchical Grouped Convolution Fusion for Skin Lesion Segmentation.
.- Intelligent Systems & Recommender Systems.
.- XFPFormer: Dynamic Multi-Scale Feature Fusion with Transformer Decoder for Ultra-Widefield Diabetic Retinopathy Grading.
.- Hierarchical Attention Regression with Review-Level and Attribute-Based Explanations for Recommendation Systems.
.- Stress-Testing Product-Gated Clustering andBounded Priority Ranking for Flood-RescueReports: A Synthetic Study.
.- Discharge incremental-capacity peak shifts as non-invasive proxies for effective resistance heterogeneity and imbalance diagnostics in parallel lithium-ion modules.
.- SEHR: Semantic Enhanced Hybrid Retrieval for Two-Stage Recommendation with LLM Re ranking.
.- PoleXAI: An Explainable Neuro-Symbolic Framework for Visual Damage Assessment of Telecommunication Poles.
.- AGT-LGN: Asymmetric Gated Transfer for Sparse Cross-Domain Recommendation.
.- Robust Localization and Motion Control for Sports Ball-Collection Robots via ArUco Marker and Odometry Fusion.
.- HPFD: A Dual-Detector Fusion Algorithm for Robust Polyp Detection in Colonoscopy Images.
.- What Makes a Fortnightly Lookback Work? Spectral Triangulation of Tidal Structure in Daily Estuarine Salinity.
.- Rethinking Post-Hoc Shape Correction in Staged Cephalometric Landmark Detection: In-Distribution Gains vs. External Validity.
.- Natural Language Processing.
.- On-Premises Retrieval-Augmented Interpretation of Security Logs: What Limits Accuracy in Fine Tuning-Free LLM-Based ATT&CK Technique Attribution.
.- Legal Reasoning in LLMs through Ontology-Based Knowledge Graphs.
.- THREAD: Temporal History Relabeling for Early Alert of Depression Risks from User-generated Messages on Social Media.
.- msCNN-ETC: Efficient Prediction of Electron Transport Proteins and ETC Complexes Using Protein Language Models and Multiple-Window Separable Convolutional Neural Networks.
.- CAMER-AR: Constraint-Controlled Adaptive Multi-Representation Retrieval for Academic Regulations.
.- A Music-Theoretic Cost Model for Automatic Structural Note Extraction.
.- From automated assessment to bug taxonomy: Understanding novice logical reasoning through GitHub based debugging traces.
