Qiang (Shawn) Cheng
副教授
Institute for Biomedical Informatics
University of Kentucky;Division of Biomedical Informatics, Department of Internal Medicine, University of Kentucky;Department of Computer Science, University of Kentucky;Southern Illinois University;Biomedical Informatics and Computer Science
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基本信息
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个人简介
Dr. Cheng’s research interests are in data science, machine learning, pattern recognition, signal/image processing, and biomedical/healthcare informatics. He is developing data mining and machine learning techniques to help advance biomedical research, for example, to integrate medical data from heterogeneous sources to find useful patterns, enable actionable insights, and facilitate data-driven knowledge discovery. He handles diverse kinds of data such as small-sample data, large-scale or big data, imaging data of various modalities, data with mixed types, and data with significant missing values. His work has appeared in various venues such as IEEE TPAMI, TNNLS, TSP, CVPR, ICDM, AAAI, ICDE, ACM TIST, KDD, TKDD, CIKM, NIPS, and AAAI. He also has a number of patents generated from his work.
研究兴趣
论文共 160 篇作者统计合作学者相似作者
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CoRR (2024)
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KNOWLEDGE-BASED SYSTEMS (2023): 110946-110946
IEEE Transactions on Multimediano. 99 (2023): 1-12
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMSno. 6 (2023): 9177-9190
Lecture notes in networks and systemspp.81-90, (2023)
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The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Joint International Conference on Deep Learning, Big Data and Blockchain (4th : 2023 : Marrakech, Morocco ; Online) (2023): 59-67
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arxiv(2022)
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