Shi-Jinn Horng(洪西進)
Status Professor
Name Shi-Jinn Horng(洪西進)
Email
Position Chair Professor
Education Ph. D. National Tsing-Hua University
Research Areas Deep Learning & Big Data, Biometric Recognition,Information Security,Cloud & Fault Computing,Multimedia Applications,Medical Applications
Office hour Office hour
Experience

National Taiwan University of Science and Technology, Department of Computer Science and Information Engineering - Chair Professor
National Taiwan University of Science and Technology, Department of Computer Science and Information Engineering - Chair
National Taiwan University of Science and Technology, Department of Computer Science and Information Engineering - Distinguished Professor
National United University, College of Electrical Engineering and Computer Science - Dean
National United University, College of Technology - Dean
National United University, Department of Electronic Engineering - Professor
National Taiwan University of Science and Technology, Computer Center - Director
National Taiwan University of Science and Technology, Chip Center - Deputy Director
National Taiwan University of Science and Technology, Technology Transfer Center - Director
National Taiwan University of Science and Technology, Department of Computer Science and Information Engineering - Professor
Year Paper Title
2025 廖虎明(Huming Liao)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), A general adaptive unsupervised feature selection with auto-weighting, NEURAL NETWORKS, vol.vol. 181 pp.106840-, 2025
2025 蔡榮剛(Ronggang Cai)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、李天瑞(Tianrui Li)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG), Multi-view clustering via double spaces structure learning and adaptive multiple projection regression learning, INFORMATION SCIENCES, vol.vol. 688 pp.121396-, 2025
2025 秦志(Zhi Qin)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Graph diffusion with dual-distance metrics for missing multi-label feature selection, EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 271 pp.126662-, 2025
2024 米永(Yong Mi)、陳紅梅(Hongmei Chen)*、鐘原(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Fast Multi-view Subspace Clustering with Balance Anchors Guidance, PATTERN RECOGNITION, vol.vol. 145 pp.109895-, 2024
2024 王澤龍(Zelong Wang)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Joint subspace reconstruction and label correlation for multi-label feature selection, APPLIED INTELLIGENCE, vol.vol. 54 pp.1117-1143, 2024
2024 李端章(Duanzhang Li)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Unsupervised feature selection via dual space-based low redundancy scores and extended OLSDA, INFORMATION SCIENCES, vol.vol. 662 pp.120227-, 2024
2024 尹騰宇(Tengyu Yin)、陳紅梅(Hongmei Chen)*、袁忠(Zhong Yuan)、桑彬彬(Binbin Sang)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li)、羅川(Chuan Luo), LEFMIFS: Label enhancement and fuzzy mutual information for robust multilabel feature selection, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol.vol. 133 pp.108108-, 2024
2024 蔡榮剛(Ronggang Ca)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Multi-view clustering via pseudo-label guide learning and latent graph structure recovery, PATTERN RECOGNITION, vol.vol. 151 pp.110420-, 2024
2024 秦志(Zhi Qin)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Adaptive label secondary reconstruction for missing multi-label learning, KNOWLEDGE-BASED SYSTEMS, vol.vol. 299 pp.112019-, 2024
2024 尹騰宇(Tengyu Yin)、陳紅梅(Hongmei Chen)*、王志宏(Zhihong Wang)、劉克宇(Keyu Liu)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Feature selection for multilabel classification with missing labels via multi-scale fusion fuzzy uncertainty measures, PATTERN RECOGNITION, vol.vol. 154 pp.110580-, 2024
2024 蔡榮剛(Ronggang Cai)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Feature-guided multi-view clustering by jointing local subspace label learning and global label learning, EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 252 pp.124191-, 2024
2024 項龍岩(Longyan Xiang)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Unsupervised feature selection based on bipartite graph and low-redundant regularization, KNOWLEDGE-BASED SYSTEMS, vol.vol. 302 pp.112379-, 2024
2024 李端章(Duanzhang Li)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Dual space-based fuzzy graphs and orthogonal basis clustering for unsupervised feature selection, PATTERN RECOGNITION, vol.vol. 155 pp.110683-, 2024
2024 羅瑜(Yu Luo)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Dual hypergraphs with feature weighted and latent space learning for the diagnosis of Alzheimer’s disease, Information Fusion, vol.vol. 112 pp.102546-, 2024
2023 楊勇(Yong Yang)、陳紅梅梅(Hongmei Chen)*、米勇(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), Multi-label feature selection based on stable label relevance and label-specific features, INFORMATION SCIENCES, 2023
2023 雲天佑(Tengyu Yin)、陳紅梅(Hongmei Chen)*、雍聰聰(Zhong Yuan)、王基紅(Jihong Wan)、劉鉻佑(Keyu Liu)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li), A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction, IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol.31 no.12, 2023
2023 阮氏雲(hi-Van Nguyen)、洪西進(SHI-JINN HORNG)*、武廷忠(Dinh-Trung Vu)、陳紅梅(Hongmei Chen)、李天瑞(Tianrui Li), LAWNet: A Lightweight Attention-Based Deep Learning Model for Wrist Vein Verification in Smartphones Using RGB Images, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, vol.72, 2023
Category Course Code Course Title Year
大學日間部 EE300098A 機器學習 113