瀏覽人次: 5246594
基本資料   
劉傳銘 教授
CHUAN-MING LIU
聯絡資料 個人網站連結: 實驗室連結: 電子信箱: cmliu@ntut.edu.tw
聯絡電話:+886-2-27712171 #4251   傳真電話:+886-2-87732945
現職 臺北科大/資訊工程系
授課資訊 連結
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主要學歷   
就學期間 國別 主修學門系所 畢/肄業學校 學位
1997-08-20 ~ 2002-08-01 USA Computer Science (計算機科學) Purdue University (普度大學) PhD (博士)
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精通專長   
  • Big Data Management
  • Mobile Computing
  • Location-Based Services
  • Spatial Data Processing
  • Query Processing
  • Ad Hoc and Sensor Networks
  • Algorithm Design and Analysis
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期刊論文   
  • "Context-aware item attraction model for session-based recommendation", Expert Systems With Applications, 14, SCI, 2021/08/01
  • "Unconstrained Bilingual Scene Text Reading Using Octave as a Feature Extractor", Applied Sciences, 4474-4487, SCI, 2020/06/01
  • "Portfolio Optimization-Based Stock Prediction Using Long-Short Term Memory Network in Quantitative Trading", Applied Sciences, 437-456, SCI, 2020/01/01
  • "Distributed Continuous Range-Skyline Query Monitoring over the Internet of Mobile Things", IEEE Internet of Things Journal, 6652-6667, SCI, 2019/08/01
  • "Probabilistic Top-k Dominating Query Monitoring over Multiple Uncertain IoT Data Streams in Edge Computing Environments", IEEE Internet of Things Journal, SCI, 2019/06/01
  • "Efficiently Extracting Frequent Patterns from Continuous Uncertain Data", Journal of the Chinese Institute of Engineers, 225-235, SCI, 2019/02/01
  • "Using Localized Features for Analyzing College Students Imagination", Eurasia Journal of Mathematics, Science and Technology Education, em1700, SSCI, 2019/02/01
  • "A mobility-aware approach for distributed data update on unstructured mobile P2P networks", Journal of Parallel and Distributed Computing, 168-179, SCI, 2019/01/01
  • "Mechanisms to Improve Clustering Uncertain Data with UKmeans", Data & Knowledge Engineering, 61-79, SCI, 2018/07/01
  • "Smart Path Planning in Flooded Regions Based on Route APIs", Smart Science, 10-20, ELSE2, 2018/01/01
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研討會論文   
  • "Priority-Based Skyline Query Processing for Incomplete Data", The 25th International Database Engineering & Applications Symposium (IDEAS 2021), Montreal, 2021/07/14
  • "Probabilistic Skyline Query Processing over Uncertain Data Streams in Edge Computing Environments", 2020 IEEE Global Communications Conference (GLOBECOM 2020), Taipei, 2020/12/07
  • "Intention Modeling from Ordered and Unordered Facets for Sequential Recommendation", The Web Conference 2020, Taipei, 2020/04/20
  • "Efficiently Predicting Frequent Patterns over Uncertain Data Streams", The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019), Coimbra, 2019/11/04
  • "Probabilistic Top-k Dominating Query Processing on Multiple Data Streams in Edge Computing Environments", The 15th Workshop on Wireless, Ad-Hoc and Sensor Networks, (WASN 2019), 台南, 2019/08/26
  • "PSSU: A Probabilistic Skyline Query Processing Algorithm for Edge Computing", The 24nd Mobile Computing Workshop (MC 2019), 台南, 2019/08/26
  • "Comparison of differences in cloud data storage systems based on different storage technologies of Kubernetes", The 24nd Mobile Computing Workshop (MC 2019), 台南, 2019/08/26
  • "Probabilistic Reverse Nearest Neighbors Query Processing in Edge Computing Environments", The 24nd Mobile Computing Workshop (MC 2019), 台南, 2019/08/26
  • "Ethiopic Natural Scene Text Recognition Using Deep Learning Approaches", The 7th EAI International Conference on Advancements of Science and Technology (ICAST 2019), Bahir Dar, 2019/08/02
  • "An Efficient Date-constraint Hierarchical Key Management Scheme with Fast Key Validation Checking for Mobile Agents in E-Medicine System", The third International Conference on Medical and Health Informatics 2019 (ICMHI 2019), 廈門, 2019/05/17
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專書著作   
  • "Big Data Analytics and Intelligence: A Perspective for Health Care", Emerald Publishing Limited, ISBN:978-183-90-9100-1, 出版日期:2020/09/30
  • "Advances in Communication, Devices and Networking: Proceedings of ICCDN 2019", Springer Singapore, ISBN:978-981-15-4931-1, 出版日期:2020/07/27
  • "Bio-inspired Neurocomputing", Springer Singapore, ISBN:ISBN 978-981-15-5494-0, 出版日期:2020/07/21
  • "資料結構與演算法:使用JAVA", 全華科技圖書, ISBN:957-21-5711-4, 出版日期:2007/07/15
  • "演算法設計", 全華科技, ISBN:957-21-5331-5, 出版日期:2006/05/10
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技術移轉   
  • "開發基於開放源碼之自動化雲端分析平台", 傑克斯德資訊科技有限公司, 2016/06/16~2017/06/15
  • "雲端儲存服務管理系統", 傑克斯德資訊科技有限公司、奇思設計有限公司, 2014/12/25~2015/12/24
  • "智慧型行動裝置PRINGO微軟平台開發", 誠研科技股份有限公司, 2014/07/01~2015/01/31
  • "雲端儲存監控系統和自動化平台開發", 奇思設計有限公司, 2013/12/23~2014/12/22
  • "雲端儲存系統整合介面及應用平台開發", 奇思設計有限公司, 2012/12/23~2013/12/22
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榮譽獎項   
  • Outstanding Paper Award, Tbe 2016 International Computer Symposium
  • 第一屆全國科技大專院校程式競賽
  • 第五屆全國大專ITSA盃程式設計桂冠挑戰大賽闖關組第二名[獲推薦參加ACM國際大學程式競賽亞洲區臺灣賽區]
  • 第三屆全國大專ITSA盃程式設計桂冠挑戰大賽 Rank21、挑戰組績優團隊
  • 2013 ACM-ICPC Asia Chiayi Regional Contest Rank30
  • 經濟部工業局2013年4C數位創作競賽【行動遊戲創作組】優選、台灣在地特色獎
  • 102年度全國大專電腦軟體設計競賽 佳作
  • 2013南區大專院校程式設計競賽 進階組第四名佳作
  • 102第一次全國大專ITSA盃程式設計桂冠挑戰大賽挑戰組 佳作
  • 指導網頁設計職類選手參加第42屆國際技能競賽國手選拔賽榮登金榜並獲國手正取
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學術活動   
  • "The 2016 International Computer Symposium", National Chung-Cheng University, 2016/12/15
  • "The 6th International Symposium on Cloud and Service Computing (SC2 2016)", IEEE, University of Fiji, 2016/12/07
  • "The 13th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2016), 08/25-26, 2016.", Tokyo City University, Japan, 2016/08/25
  • "The 13th IEEE VTS Asia Pacific Wireless Communication Symposium", IEEE, City University of Tokyo, 2016/08/25
  • "The 21st Mobile Computing Workshop (MC 2016)", Nation Chiao Tung Unversity, 2016/08/23
  • "2016 IEEE International Conference on Cloud Computing and Big Data Analysis", Southwest Jiaotong University, China, 2016/07/05
  • "The 5th International Symposium on Cloud and Service Computing (SC2 2015), 12/19-22, 2015.", University Of Electronic Science And Technology Of China, 2016/01/01
  • "The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2015)", Technische Universität Berlin, 2015/09/27
  • "The 20th Mobile Computing Workshop", 逢甲大學資訊工程學系, 2015/08/25
  • "The 12th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS2015)", IEEE Singapore Section, 2015/08/22
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