Name | Kang, Yihuang |
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Title | Assistant Professor |
Research Interests | Statistical Machine Learning, Enterprise Data Management, Healthcare Data Analytics, Business Process Management, Complex Systems |
Office | 管(CM) 4057 |
Phone | 4737 |
ykang@mis.nsysu.edu.tw |
Education | 2014, Ph.D., Information Sciences, University of Pittsburgh 2007, Master, Information Sciences, University of Pittsburgh 2003, Bachelor, Information Management, National Yunlin University of Science and Technology |
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Experience | 2019-08-01 ~ , Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Jointly Appointed Assistant Professor 2017-01-01 ~ 2019-01-01, Digital Education Institute, Institute for Information Industry, Lecturer 2014-01-01 ~ 2015-01-01, University of Pittsburgh School of Public Health, Senior Data Analyst 2009-01-01 ~ 2014-01-01, University of Pittsburgh School of Medicine, Senior Programmer |
Category | Year | Title |
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Journal Article | 2021 | Y. Kang, ST Huang, PH Wu (2021). Detection of Drug-Drug and Drug-Disease Interactions Inducing Acute Kidney Injury Using Deep Rule Forests. Springer-Nature Computer Science (Accepted), 2021. (其他期刊) |
Journal Article | 2018 | SM Altawalbeh, CT Thorpe, JC Zgibor, S Kane-Gill, Y Kang, JM Thorpe (2018). Economic Burden Associated with Receiving Inhaled Corticosteroids with Leukotriene Receptor Antagonists or Long-Acting Beta Agonists as Combination Therapy in Older Adults. Journal of Managed Care & Specialty Pharmacy, 24(5), 478-486. (SCIE) |
Journal Article | 2018 | Thorpe, CT; Thorpe, JM; Jiang, T; Atkinson, D; Kang, YH; Schleiden, LJ; Carpenter, DM; McGregor, JAG; Hogan, SL (2018). Healthcare utilization and expenditures for United States Medicare beneficiaries with systemic vasculitis. Seminars in Arthritis and Rheumatism, 47(4), 507-519. (SCIE) |
Journal Article | 2016 | ZA. Marcum, S. Perera, J.M. Thorpe, GE. Switzer, NG. Castle, ES. Strotmeyer, EM. Simonsick, HN. Ayonayon, CL. Phillips, S. Rubin, AR. Zucker-Levin, DC. Bauer, RI. Shorr, Y. Kang, SL. Gray, JT. Hanlon, Health ABC Study (2016). Antidepressant Use and Recurrent Falls in Community-Dwelling Older Adults: Findings From the Health ABC Study. Annals of Pharmacotherapy, 50(7), 525-533. (SCIE) |
Journal Article | 2016 | SM Altawalbeh, CT Thorpe, JC Zgibor, S Kane‐Gill, Y Kang, JM Thorpe (2016). Antileukotriene Agents Versus Long‐Acting Beta‐Agonists in Older Adults with Persistent Asthma: A Comparison of Add‐On Therapies. Journal of the American Geriatrics Society, 64(64), 1592-1600. (SCIE) |
Journal Article | 2016 | C. T Thorpe, NR. Fowler, K. Harrigan, X. Zhao, Y. Kang, JT. Hanlon, W. F Gellad, L. J. Schleiden, J. M Thorpe (2016). Racial and Ethnic Differences in Initiation and Discontinuation of Antidementia Drugs by Medicare Beneficiaries. Journal of The American Geriatrics Society, 64(9), 1806–1814. (SCIE) |
Journal Article | 2016 | Y. Kang, V. Zadorozhny (2016). Process Monitoring using Maximum Sequence Divergence. Knowledge and Information Systems (KAIS), 48(1), 81-109. (SCIE) |
Journal Article | 2016 | Degenholtz, HB; Park, M; Kang, Y; Nadash, P (2016). Variations Among Medicare Beneficiaries Living in Different Settings: Demographics, Health Status, and Service Use. RESEARCH ON AGING, 38(5), 602-616. (SSCI) |
Conference Paper | 2020 | B. Kuo, Y. Kang, P. Wu, S.-T. Huang, Y. Huang (2020). Discovering Drug-Drug and Drug-Disease Interactions Inducing Acute Kidney Injury Using Deep Rule Forests. 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IEEE Workshop on AI for HealthCare), . |
Conference Paper | 2020 | ST. Huang, Y. Kang, S.M. Hung, B. Kuo, and IL. Cheng (2020). Topic Diffusion Discovery based on Deep Non-negative Autoencoder. 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI), . |
Conference Paper | 2019 | Y. Kang, I. Cheng, W. Mao, B. Kuo, and P. Lee (2019). Towards Interpretable Deep Extreme Multi-Label Learning. 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI), United States. |
Conference Paper | 2019 | P.-J. Lee, Y.-H. Lee, Y. Kang, and C.-P. Chao (2019). A Medical Decision Support System Using Text Mining to Compare Electronic Medical Records. 21st International Conference onHuman-Computer Interaction, United States. |
Conference Paper | 2019 | K. Lin, Y. Kang, W. Chao (2019). A Structure-Behavior Coalescence Design Method for Mobile Social Network Systems. 2019 20th IEEE International Conference on Mobile Data Management (MDM), Hong Kong. |
Conference Paper | 2018 | Y. Kang, KP Lin, IL Cheng (2018). Topic Diffusion Discovery based on Sparseness-constrained Non-negative Matrix Factorization. IEEE 19th International Conference on Information Reuse and Integration for Data Science, United States. |
Conference Paper | 2017 | HC. Huang, SY. Hwang, S. Chang, Y. Kang (2017). Forecasting Company Revenue Trend Using Financial News. PACIS 2017 Proc., Malaysia. |
Conference Paper | 2016 | Y. Kang, V. Zadorozhny (2016). Process Discovery using Classification Tree Hidden Semi-Markov Model, . 2016 IEEE International Conference on Information Reuse and Integration (IRI-DIM), 2016, pp. 361–368, Pittsburgh, PA, 2016 , United States. |
Conference Paper | 2016 | IL Cheng, SW Chew, Y. Kang, W. Chang, NS Chen (2016). Exploring the Difference in Brain Activities under Three Distinct Tasks: Listening to Music, Gaming, and Learning. 2016 IEEE 16th International Conference on Advanced Learning Technologies (ICALT), United States. |
Year | Title |
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2022 | 使用者帳號行為異常偵測模型. 日月光半導體製造股份有限公司 (1) |
2021 | 具備動態資源配置之MLOps平台系統開發專案. 聯華電子股份有限公司 (1) |
2021 | 以專家迴路加速機器學習-以精準用藥為例. Ministry of Science and Techonology (110-2410-H-110-009-) |
2020 | Towards Fair, Accountable, and Transparent Intelligent Applications: Learning Explainable Multimodal Representation. Ministry of Science and Techonology (109-2410-H-110-045-) |
2019 | Towards Fair, Accountable, and Transparent Intelligent Applications: Learning Explainable Multimodal Representation. MOST (108-2410-H-110-065-) |
2019 | 「消費客群影像辨識模型開發與設計」軟體建置專案. 協同數位股份有限公司 (N108073) |
2018 | 資料整合分析平台. 聯華電子股份有限公司 (N107198) |
2018 | Towards Fair, Accountable, and Transparent Intelligent Applications: Using Deep Rule Forests. MOST (107-2410-H-110-031-) |
2017 | Emerging Topic Discovery Based on Sparseness-Constrained Non-Negative Matrix Factorization. MOST (106-2410-H-110-014-) |
2017 | 以穿戴式裝置提升醫療照護效率之老人生理健康資訊系統. MOST (106-2813-C-110-025-H) |
2016 | Using Distributed Rule-integrated Tree Probabilistic Process Model–Process Discovery from Big Data. MOST (105-2410-H-110-021-) |
2016 | 以影像辨識技術管理食材並結合食安與健康之推薦食譜應用系統. MOST (105-2815-C-110-068-H) |
2015 | 基於樹狀概率模型的流程發現-以醫療保健資料為例. MOST (104-2410-H-110-090-) |
2015 | 開源單晶片控制器結合—網路控制硬體之研究—以智慧家居為例. MOST (104-2815-C-110-033-H) |
Year | Semester | Required / Selected | Department | Course Code | Course |
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111 | 2 | Required | Department of Information Management | MIS707 | SEMINAR IN ADVANCED INFORMATION SYSTEMS (IV) |
111 | 2 | Required | 資電碩專 | MIS985 | PRACTICAL BUSINESS ANALYTICS |
111 | 2 | Required | Department of Information Management | MIS705 | SEMINAR IN ADVANCED INFORMATION SYSTEMS (II) |
111 | 2 | Required | Department of Information Management | MIS947 | PRACTICAL BUSINESS ANALYTICS |
111 | 2 | Selected | College of Management | CM505 | BUSINESS BIG DATA ANALYTICS CAPSTONE |
111 | 2 | Selected | Department of Information Management | MIS132 | COMPUTER PROGRAMMING PRATICE |
111 | 2 | Required | Department of Information Management | MIS102 | COMPUTER PROGRAMMING |
111 | 2 | Required | Department of Information Management | MIS324 | BUSINESS PROCESS PROJECT I |
111 | 1 | Selected | Department of Information Management | MIS604C | SEMINAR |
111 | 1 | Required | Department of Information Management | MIS424 | BUSINESS PROCESS PROJECT II |
111 | 1 | Selected | Department of Information Management | MIS572 | INTRODUCTION TO BIG DATA ANALYTICS |
110 | 2 | Required | Department of Information Management | MIS985 | PRACTICAL BUSINESS ANALYTICS |
110 | 2 | Selected | Department of Information Management | MIS132 | COMPUTER PROGRAMMING PRATICE |
110 | 2 | Required | Department of Information Management | MIS102 | COMPUTER PROGRAMMING |
110 | 2 | Required | Department of Information Management | MIS947 | PRACTICAL BUSINESS ANALYTICS |
110 | 2 | Required | Department of Information Management | MIS324 | BUSINESS PROCESS PROJECT I |
110 | 1 | Required | Department of Information Management | MIS424 | BUSINESS PROCESS PROJECT II |
110 | 1 | Selected | Department of Information Management | MIS604C | SEMINAR |
110 | 1 | Selected | College of Management | CM503 | BIG DATA ANALYTICS, MACHINE LEARNING, AND ARTIFICI |
110 | 1 | Selected | Department of Information Management | MIS572 | INTRODUCTION TO BIG DATA ANALYTICS |
109 | 2 | Required | Department of Information Management | MIS102 | COMPUTER PROGRAMMING |
109 | 2 | Required | Department of Information Management | MIS985 | PRACTICAL BUSINESS ANALYTICS |
109 | 2 | Required | Department of Information Management | MIS324 | BUSINESS PROCESS PROJECT I |
109 | 2 | Selected | Department of Information Management | MIS132 | COMPUTER PROGRAMMING PRATICE |
109 | 2 | Required | Department of Information Management | MIS947 | PRACTICAL BUSINESS ANALYTICS |
109 | 1 | Selected | Department of Information Management | MIS572 | INTRODUCTION TO BIG DATA ANALYTICS |
109 | 1 | Required | Department of Information Management | MIS424 | BUSINESS PROCESS PROJECT II |
109 | 1 | Selected | College of Management | CM503 | BIG DATA ANALYTICS, MACHINE LEARNING, AND ARTIFICI |
109 | 1 | Required | Department of Information Management | MIS993 | SEMINAR IN BUSINESS ANALYTICS |
109 | 1 | Selected | Department of Information Management | MIS604C | SEMINAR |
Year | Title | Awarding Organization |
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2020 | Outstanding Alumni Award, National Yunlin University of Science and Technology | National Yunlin University of Science and Technology |
2016 | Sun Yat-sen New Scholar Award | National Sun Yat-sen University |
2014 | Recognition of Service Excellence | University of Pittsburgh School of Medicine |
Period | Activity | Description | Role |
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