Vincent S. Tseng

National Yang Ming Chiao Tung University — Taiwan

Computer Science · Physical Sciences

51h-index8.9kcitations342works1.52yr avg
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Research Topics

Data Mining Algorithms and Applications(142), Rough Sets and Fuzzy Logic(85), Data Management and Algorithms(60), Time Series Analysis and Forecasting(33), Recommender Systems and Techniques(26)

Publications342 total

Automated estimation of computed tomography-derived left ventricular mass using sex-specific 12-lead ECG-based temporal convolutional network
European Heart Journal - Digital Health·2025Open Access
DL-KDD: Dual-Lightness Knowledge Distillation for Action Recognition in the Dark
2025
AI-assisted anatomical structure recognition and segmentation via mamba-transformer architecture in abdominal ultrasound images
Frontiers in Artificial Intelligence·2025Open Access
MTID-TS: Multimodal Training with Incomplete Data using Teacher-Student-Based Strategy on Medical Domain
2025
Multi-Agent Transformer-based Automated Imbalanced Time Series Classification with Hyperparameter Optimization
2025
Subclinical atrial fibrillation prediction based on deep learning and strain analysis using echocardiography
Medical & Biological Engineering & Computing·2025· 1 citedOpen Access
PO-05-164 ENHANCING EARLY DETECTION OF VENTRICULAR TACHYCARDIA THROUGH AI-DRIVEN CONTINUOUS ECG INTERVAL-DURATION ANALYSIS
Heart Rhythm·2025
Forecasting leading economic indicators in the US from financial news using multi-task learning
Soft Computing·2025
Efficient genome sequence compression via the fusion of MDL-based heuristics
Information Fusion·2025· 3 cited
Predicting Longitudinal Visual Field Progression With Class Imbalanced Data
IEEE Journal of Biomedical and Health Informatics·2025· 1 cited
HaGAR: Hardness-aware Generative Adversarial Recommender
2025
DiPPSI: Diffusion-Based Pulsative Physiological Signal Imputation
Lecture notes in computer science·2025
Federated Contrastive Domain Adaptation for Category-inconsistent Object Detection
2024
An MDL-Based Genetic Algorithm for Genome Sequence Compression
2024· 4 cited
Using Large Language Models for Efficient Cancer Registry Coding in the Real Hospital Setting: A Feasibility Study
2024· 2 citedOpen Access
Rapid and noninvasive estimation of human arsenic exposure based on 4-photo-set of the hand and foot photos through artificial intelligence
Journal of Hazardous Materials·2024· 3 cited
LightDPH: Lightweight Dual-Projection-Head Hierarchical Contrastive Learning for Skin Lesion Classification
Journal of Healthcare Informatics Research·2024· 2 citedOpen Access
Evaluating a Natural Language Processing–Driven, AI-Assisted International Classification of Diseases, 10th Revision, Clinical Modification, Coding System for Diagnosis Related Groups in a Real Hospital Environment: Algorithm Development and Validation Study
Journal of Medical Internet Research·2024· 14 citedOpen Access
Early Time Series Anomaly Prediction With Multi-Objective Optimization
IEEE Transactions on Emerging Topics in Computational Intelligence·2024· 3 cited
DAT: Dual-Aspect Transformer for Travel Time Prediction
2024
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Frequent Co-authors

Philippe Fournier‐Viger(16), Chengwei Wu(13), Philip S. Yu(10), Tzung‐Pei Hong(9), Jerry Chun‐Wei Lin(7), Bai En Shie(6), Wensheng Gan(4), Eric Hsueh-Chan Lu(4), Souleymane Zida(3), Ja-Hwung Su(3), Guo-Cheng Lan(3), Benny Wei‐Yun Hsu(3), Chun‐Jung Chu(3), Tyne Liang(3), Josh Jia-Ching Ying(2), Wen-Ning Kuo(2), Roger Nkambou(2), Yu-Kai Yin(2), Peng‐Jen Chen(1), Meng-Chiung Lin(1)