photo
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)
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)

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. MOST (101-2410-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 Title Awarding Organization
Period Activity Description Role