管院國際認證資料蒐集系統 - 個人網頁預覽

Name	Lin, Keng-Pei
Title	Associate Professor
Research Interests	Data Mining, Data Management, Machine Learning
Office	管(CM) 4104
Phone	4734
Email	kplin@mis.nsysu.edu.tw

Education	2011, Ph.D., Electrical Engineering, National Taiwan University 2006, Bachelor, Computer Science and Information Engineering, National Chiao Tung University

Category	Year	Title
Journal Article	2023	C.-J. Yang, W.-K. Huang, and K.-P. Lin (2023). Three-Dimensional Printing Quality Inspection Based on Transfer Learning with Convolutional Neural Networks. Sensors, 23(1), article 491. (SCIE)
Journal Article	2022	T.-L. Chang, H.-W. Wang, K.-P. Lin, and H.-Y. Chen (2022). R&D Performance and International Diversification: Evidence from an Emerging Market. Managerial and Decision Economics, 43(7), 3176-3197. (SSCI)
Journal Article	2020	C.-J. Yang, M.-H. Chen, K.-P. Lin, Y.-J. Cheng and F.-C. Cheng (2020). Importing Automated Management System to Improve the Process Efficiency of Dental Laboratories. Sensors, 20(20), article 5791. (SCIE)
Journal Article	2020	K.-P. Lin, T.-L. Chang, Y.-W. Chang and J.-W. Cai (2020). Use of News and Patent Mining to Identify Companies with Growth Potential. Information Research-An International Electronic Journal, 25(3), paper 867. (SSCI)
Journal Article	2020	Y.-W. Chang, Y.-R. Chen, C.-C. Ko, W.-Y. Lin and K.-P. Lin (2020). A Novel Computer-Aided-Diagnosis System for Breast Ultrasound Images Based on BI-RADS Categories. Applied Sciences, 10(5), article 1830. (SCIE)
Journal Article	2019	K.-P. Lin and W. S. Chao (2019). The Structure-Behavior Coalescence Approach for Systems Modeling. IEEE Access, 7, 8609-8620. (SCIE)
Journal Article	2018	K.-P. Lin, Y.-W. Chang, C.-Y. Shen and M.-C. Lin (2018). Leveraging Online Word-of-Mouth for Personalized App Recommendation. IEEE Transactions on Computational Social Systems, 5(4), 1061-1070. (SCIE)
Journal Article	2016	K.-P. Lin (2016). Privacy-Preserving Kernel k-Means Clustering Outsourcing with Random Transformation. Knowledge and Information Systems, 49(3), 885-908. (SCIE)
Journal Article	2015	K.-P. Lin, Y.-W. Chang and M.-S. Chen (2015). Secure Support Vector Machines Outsourcing with Random Linear Transformation. Knowledge and Information Systems, 44(1), 147-176. (SCIE)
Journal Article	2013	S.-H. Wu, K.-P. Lin, H.-H. Chien, C.-M. Chen and M.-S. Chen (2013). On Generalizable Low False-Positive Learning Using Asymmetric Support Vector Machines. IEEE Transactions on Knowledge and Data Engineering, 25(5), 1083-1096. (SCIE)
Journal Article	2011	K.-P. Lin and M.-S. Chen (2011). On the Design and Analysis of the Privacy-Preserving SVM Classifier. IEEE Transactions on Knowledge and Data Engineering, 23(11), 1704-1717. (SCIE)
Journal Article	2007	K.-T. Chuang, K.-P. Lin, and M.-S. Chen (2007). Quality-Aware Sampling and its Applications in Incremental Data Mining. IEEE Transactions on Knowledge and Data Engineering, 19(4), 468-484. (SCIE)
Conference Paper	2024	Tzu-Lin Chang, Keng-Pei Lin, Zong-Shun Chen (2024). Automatic Short-Answer Grading with a Pseudo-Siamese Neural Network. The 2024 Pacific Asia Conference on Information Systems (PACIS), Vietname.

Year	Title
2021	具備觀察一致性的系統思考與系統工程之核心代數模型開發. Ministry of Science and Techonology (110-2410-H-110-030-MY3)
2019	The Development of a Process Algebra-Based Systems Modeling Approach. MOST (108-2410-H-110-060-MY2)
2018	人工智慧暨汽車辨識應用系統. 科技部 (107-2813-C-110-020-H)
2017	The Development and Implementation of Personalized App Recommendation Systems Based on Text Mining. MOST (106-2410-H-110-019-MY2)
2016	The Development and Implementation of Personal Ranking Systems Based on Mobile Browsing Behavior and Mining User-Generated Content. MOST (105-2410-H-110-020-)
2016	寵物協尋與認養資訊整合平台-寵物特徵比對系統. 科技部 (105-2815-C-110-071-E)
2015	以藍牙手環及雲端服務提升健檢流程效率之研究. 科技部 (104-2815-C-110-015-E)
2015	行動雲端運算使用隨機化核心之隱私保存叢聚分析方法開發與實作. MOST (103-2410-H-110-025-MY2)
2014	以低功耗藍芽技術為基礎結合行動支付之智慧餐廳研究. 科技部 (103-2815-C-110-008-H)
2012	雲端運算上具備資料隱私保護的行動網路資料探勘技術開發與實作. 科技部 (NSC101-2410-H-110-081-MY2)

Year	Semester	Required / Selected	Department	Course Code	Course
112	2	Selected	Department of Information Management	MIS571	BUSINESS INTELLIGENCE
112	2	Selected	Department of Information Management	MIS513	COMPUTER NETWORKS
112	2	Required	Department of Information Management	MIS327	INTELLIGENT SYSTEM PROJECT (I)
112	1	Selected	Department of Information Management	MIS604D	SEMINAR
112	1	Required	Department of Information Management	MIS303	BUSINESS DATA COMMUNICATION
112	1	Required	Department of Information Management	MIS427	INTELLGENT SYSTEM PROJECT(II)
111	2	Required	Department of Information Management	MIS327	INTELLIGENT SYSTEM PROJECT (I)
111	2	Selected	Department of Information Management	MIS513	COMPUTER NETWORKS
111	2	Selected	Department of Information Management	MIS571	BUSINESS INTELLIGENCE
111	1	Selected	Department of Information Management	MIS604E	SEMINAR
111	1	Required	Department of Information Management	MIS303	BUSINESS DATA COMMUNICATION
111	1	Required	Department of Information Management	MIS427	INTELLGENT SYSTEM PROJECT(II)
110	2	Selected	Department of Information Management	MIS571	BUSINESS INTELLIGENCE
110	2	Required	Department of Information Management	MIS327	INTELLIGENT SYSTEM PROJECT (I)
110	2	Selected	Department of Information Management	MIS513	COMPUTER NETWORKS
110	1	Required	Department of Information Management	MIS427	INTELLGENT SYSTEM PROJECT(II)
110	1	Selected	Department of Information Management	MIS604E	SEMINAR
110	1	Required	Department of Information Management	MIS303	BUSINESS DATA COMMUNICATION

Year	Name	Degree	Title
2023		M104020056
2022	Wei-Kai Huang	Master	Surface fault detection for 3D printing geometry based on machine learning
2022	Chen Ting Ye	Master	Derivative Work of Real-World Characters Recognition With Multi-task Learning and GAN Data Augmentation
2020	Chao-Sheng Chen	Master	Verifying information consistency between the systemigram and the SysML model based on process algebra
2019	Yu-Li Huang	Master	Verifying the Observation Equivalence Between the Systemigram and the SysML Model based on process algebra
2018	Zhi-Hong Wei	Master	A Smart Contract-Based Mobile Ticketing System
2018	Shih-Hung Tsai	Master	Finding Gaming Groups via the Social Network on Steam Platform
2017	Yao-qing Huang	Master	LDA-Based Personalized recommendation for Airbnb
2016	Shu-Hai Wang	Master	Ontology-Based Semantic Q&A system in Health Care: An Illustrated Application on Down Syndrome
2016	Jia-Wun Cai	Master	Finding Potential Business through Text Mining Techniques Based on Automotive Industry
2015	Mei-chu Lin	Master	Personalized Mobile Application Recommender System Based On User Feedback
2015	Po-Chang Chen	Master	Using Mobile App For Personalized Hotel Recommendation

Year	Title	Awarding Organization

Period	Activity	Description	Role