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


Education 2011, Ph.D., Electrical Engineering, National Taiwan University
Experience
Administrative Positions
Academic Services
Category Year Title
Journal Article 2016 Lin, KP (2016). Privacy-preserving kernel k-means clustering outsourcing with random transformationKNOWLEDGE AND INFORMATION SYSTEMS, 49(49), 885-908. (SCIE)
Journal Article 2015 Lin, KP; Chang, YW; Chen, MS (2015). Secure support vector machines outsourcing with random linear transformationKNOWLEDGE AND INFORMATION SYSTEMS, 44(44), 147-176. (SSCI)
Journal Article 2013 Wu, Shan-Hung; Lin, Keng-Pei; Chien, Hao-Heng; Chen, Chung-Min; 陳明-Syan (2013). On Generalizable Low False-Positive Learning Using Asymmetric Support Vector MachinesIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 25(25), 1083. (SCIE)
Journal Article 2013 Wu, Shan-Hung(1); Lin, Keng-Pei(2); Chien, Hao-Heng(1); Chen, Chung-Min(3,4); Chen, Ming-Syan(5,6) (2013). On generalizable low false-positive learning using asymmetric support vector machinesIEEE Transactions on Knowledge and Data Engineering, 25(25), 1083-1096. (EI)
Year Title
2018

科技部大專學生研究計畫. 科技部 (107-2813-C-110-020-H)

2017

以文字探勘為基礎之個人化行動應用推薦系統之開發與實作. 科技部 (106-2410-H-110-019-MY2)

2016

以行動瀏覽行為及用戶生成內容資料探勘為基礎之個人化推薦系統開發與實作. 科技部 (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

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. 科技部 (103-2410-H-110-025-MY2)

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)

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 Title Awarding Organization
Period Activity Description Role