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專任教師

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  • 職稱
    助理教授
  • 姓名
    吳政瑋
  • 電子郵件
  • 聯絡電話
    03-9317331#
  • 授課領域
    資料探勘軟體與應用; 線性代數; 互動遊戲程式設計; 大數據分析與智慧運算; 數位科技實務實驗; 校外實習 二; 資料庫與資料倉儲; 演算法; 資料科學; 資料探勘; 專題研究 一; 專題研究 三; Python程式設計; 型樣挖掘; 資料探勘與決策分析; 軟體工程; 專題討論 一; 專題討論 三
  • 研究專長
    資料科學、資料探勘、人工智慧、普適運算
學校 主修 學位 國別
國立成功大學 資訊工程學系 工學博士學位 中華民國
服務機關 服務部門 職稱 起訖年月
國立宜蘭大學 資訊工程學系 助理教授 109年2月1日~迄今
國立宜蘭大學 資訊工程學系 專案助理教授 107年5月1日~109年1月31日
實驗室名稱 實驗室網站連結
AI 與資料科學實驗室
年度 篇名 期刊等級 期刊名稱 第一作者 共同作者 卷期 起始頁 結束頁 總頁數 語言 相關網址
2017 Analyzing User Emotions via Physiology Signals Analyzing User Emotions via Physiology Signals 其他 Data Science and Pattern Recognition (DSPR) Bohdan Myroniv Yi Ren, Albert Budi Christian, Ensa Bajo, and Yu-Chee Tseng, Vol. 1(2) 11 25 14
2017 EFIM: A Fast and Memory Efficient Algorithm for High-utility Itemset Mining, SCI Knowledge and Information Systems (KAIS) Souleymane Zida Philippe Fournier-Viger, Jerry Chun-Wei Lin, Vincent S. Tseng, Vol. 51, Issue 2, 595 625 30
2017 Efficiently Mining High Utility Sequential Patterns in Static and Streaming Data 其他 Intelligent Data Analysis (IDA) Moteza Zihayat Aijun An, Vincent S. Tseng, Vol. 21, Issue S1 103 135 32
2016 Efficient Algorithms for Mining Top-K High Utility Itemsets SCI IEEE Transactions on Knowledge and Data Engineering (TKDE) Vincent S. Tseng Philippe Fournier-Viger, Philip S. Yu, Vol. 28, No. 1, 54 67 13
2015 Discovering Utility-based Episode Rules in Complex Event Sequences SCI Expert Systems with Applications Yu-Feng Lin Chien-Feng Huang, Vincent S. Tseng, 42(12) 5303 5314 11
2015 Efficient Algorithms for Mining the Concise and Lossless Representation of High Utility Itemsets SCI IEEE Transactions on Knowledge and Data Engineering (TKDE) Vincent S. Tseng Fournier-Viger Philippe, Philip S. Yu, Vol. 27, No. 3, 726 739 13
2015 Mining Partially-Ordered Sequential Rules Common to Multiple Sequences SCI IEEE Transactions on Knowledge Discovery and Data Engineering (TKDE) Philippe Fournier-Viger, Vincent S. Tseng, Longbing Cao, Roger Nkambou, Vol. 27, No. 8, 2203 2216 13
2014 SPMF: a Java Open-Source Pattern Mining Library SCI Journal of Machine Learning Research (JMLR), Philippe-Fournier-Viger Antonio Gomariz, Ted Gueniche, Azadeh Soltani, Vincent S. Tseng, 15 3389 3393 4
2013 Efficient Algorithms for Mining High Utility Itemsets from Transactional Databases SCI IEEE Transactions on Knowledge and Data Engineering (TKDE) Vincent S. Tseng, Bai-En Shie, Philip S. Yu, Vol. 25, No. 8 1772 1786 9
2008 A New Algorithm for Mining Frequent Closed Itemsets on Data Streams 其他 Communications of IICM, Yue-Shi Lee Show-Jane Yen, Chin-Lin Lin, Vol. 11, No. 4, 1 14 13
年度 名稱 研討會名稱 第一作者 共同作者 論文類型 語言 相關網址
2020 Distributed Mining of Spatial High Utility Itemsets in Very Large Spatiotemporal Databases using Spark In-Memory Computing Architecture The 32nd International Conference on Scientific and Statistical Database Management (SSDBM) R. Uday kiran, Sadanori Ito, Minh-Son Dao, Koji Zettsu, 一般論文
2020 Parallel Mining of Partial Periodic Itemsets in Big Data Proceedings of The 33nd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) C. Saideep, R. Uday Kiran, Koji Zettsu, P. KrishnaReddy, Masashi Toyoda, Masaru Kitsuregawa, 一般論文
2019 A New Online Charging System Based on Context of Mobile Users Proceedings of IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW) Albert Budi Christian Wan Hsun Hu, Yung-Ju Chang, Yu-Chee Tseng
2019 An Efficient Algorithm for Deriving Frequent Itemsets from Lossless Condensed Representation Proceedings of The 32nd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) Jiantao Huang Yi-Pei Lai, Chieh Lo, 一般論文
2019 An Efficient Algorithm for Mining High Utility Quantitative Itemsets ICDM Workshops Chia Hua Li JianTao Huang, Vincent S. Tseng, 一般論文
2019 Conversation Partner Grouping Based on Speech Contents Proceedings of IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW) Li-Hsien Lin JianTao Huang, Yi-Ching Lyu, Po-Chuan Huang 一般論文
2019 Parallel Mining of Top-k High Utility Itemsets in Spark In-Memory Computing Architecture Proceedings of Proceedings Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Chun-Han Lin JianTao Huang, Vincent Tseng, 一般論文
2019 Queuing Recognition using Smart Shopping Carts Intelligent Computing and Its Emerging Applications (ICEA) Cheng-Wei Wu Muhammad Alfiansyah, JianTao Huang, Yu-Chee Tseng, 一般論文
2018 Eye On You: Fusing Gesture Data from Depth Camera and Inertial Sensors for Person Identification IEEE International Conference on Robotics and Automation (ICRA) Wei-Chun Chang Richard Yi-Chia Tsai, Kate Ching-Ju Lin, Yu-Chee Tseng
2017 Analysis of Users’ Emotions Through Physiology Proceedings of International Conference on Genetic and Evolutionary Computing (ICGEC) Bogdan Myroniv Yi Ren, Yu-Chee Tseng
2017 Analyzing Students’ Attention in Class Using Wearable Devices IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM) Xin Zhang Philippe Fournier-Viger, Lan-Da Van, Yu-Chee Tseng
2017 Apply Machine Learning to Head-motion Recognition using Wearables Proceedings of International Conference on Awareness Science and Technology (iCAST) Cheng-Wei Wu Hua-Zhi Yang, Bajo Ensa, Yi Ren, Yan-Ann Cheng, Yu-Chee Tseng
2017 Flowtable-Free Routing for Data Center Networks: A Software-Defined Approach Proceedings of IEEE Global Communications Conference (GlobeCom) Yi Ren Tsung-Han Tsai, Ji-Cheng Huang, Yu-Chee Tseng
2017 Qnalyzer: Non-collaborative Queuing Recognition Using Accelerometer and Wi-Fi Signals Proceedings of IEEE Global Communications Conference (GlobeCom) Zone-Ze Wu Lan-Da Van, Yu-Chee Tseng
2017 Time-Dependent Smart Data Pricing Based on Machine Learning Proceedings of Canadian Conference on Artificial Intelligence (CAIAC) Yi-Chia Tsai Yu-Da Cheng, Yu-Chee Tseng, Yueh-Ting Lai, Wan-Hsun Hu, Jeu-Yih Jeng
2017 Using Nonverbal Information for Conversation Partners Inference by Wearable Devices Proceedings of EAI International Conference on IoT as a Service (IoTaaS) Deeporn Mungtavesinsuk Yan-Ann Cheny, Ensa Bajo, Hsin-Wei Kao, Yu-Chee Tseng
2017 iToy: A LEGO-like Solution for Small Scale IoT Applications Proceedings of Asia-Pacific Network Operations and Management Symposium (APONMS) Yi Ren Muhammad Alfiansyah, Nyoto Arif Wibowo, JieFu Geng, Yu-Chee Tseng
2016 EFIM-Closed: Fast and Memory Efficient Discovery of Closed High-Utility Itemsets Proceedings of The 12th International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM) Philippe Fournier-Viger Souleymane Zida, Jerry Chun-Wei Lin, Vincent S. Tseng
2016 Efficient Closed High-utility Itemset Mining Proceedings of ACM International Symposium on Applied Computing (SAC) Philippe Fournier-Viger Souleymane Zida, Jerry Chun-Wei Lin, Vincent S. Tseng
2016 Mining Minimal High-Utility Itemsets Proceedings of The 27th International Conference on Database and Expert Systems Applications (DEXA) Philippe Fournier-Viger Chun-Wei Lin,Vincent S. Tseng, Usef Faghihi
2015 EFIM: A Highly Efficient Algorithm for High-Utility Itemset Mining Proceedings of the Mexican International Conference on Artificial Intelligence (MICAI) Souleymane Zida Philippe Fournier-Viger, Jerry Chun-Wei Lin, Vincent S. Tseng
2015 Efficient Mining of High-utility Sequential Rules Proceedings of International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM) Souleymane Zida Philippe Fournier-Viger, Jerry Chun-Wei Lin, Vincent S. Tseng
2015 Mining Closed+ High Utility Itemsets without Candidate Generation Proceedings of Conference on Technologies and Applications of Artificial Intelligence (TAAI) Cheng-Wei Wu Philippe Fournier-Viger, Jia-Yuan Gu, and Vincent S. Tseng
2015 Mining High Utility Itemsets in Big Data Proceedings Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Ying Chun Lin Vincent S. Tseng, Kun-Ta Chuang
2015 Mining High Utility Sequential Patterns from Evolving Data Streams Proceedings of the ASE Big Data & Social Informatics Moteza Zihayat Aijun An, Vincent S. Tseng
2015 UP-Miner: A Utility Pattern Mining Toolbox Proceedings of International Conference on Data Mining (ICDM) Vincent S. Tseng Jun-Han Lin, Philippe Fournier-Viger
2014 Efficient Vertical Mining of High Utility Quantitative Itemsets Proceedings of International Conference on Granular Computing (GrC) Chia Hua Li Vincent S. Tseng
2014 FHM: Faster High-Utility Itemset Mining Using Estimated Utility Co-occurrence Pruning Proceedings of International Symposium on Methodologies for Intelligent Systems (ISMIS) Philippe Fournier-Viger Souleymane Zida, Vincent S. Tseng
2014 New Concise Representations of High Utility Itemsets using Generator Patterns Proceedings of International Conference on Advanced Data Mining and Applications (ADMA) Philippe Fournier-Viger Vincent S. Tseng
2013 A Community-based Service Recommendation System Proceedings of Annual Conference of the Japanese Society for the Artificial Intelligence (JSAI) Cheng-Wei Wu Shun-Chieh Lin, Huan-Wen Tsai, Vincent S. Tseng
2013 Mining High Utility Episodes in Complex Event Sequences Proceedings of ACM SIG KDD International Conference on Knowledge Discovery and Data Mining Cheng Wei Wu Yu-Feng Lin, Philip S. Yu, Vincent S. Tseng
2013 Mining Maximal Sequential Patterns without Candidate Maintenance Proceedings of the International Conference on Advanced Data Mining and Applications (ADMA) Philippe Fournier-Viger Vincent S. Tseng
2012 Mining Sequential Rules Common to Several Sequences with the Window Size Constraint Proceedings of Canadian Conference on AI (CAAI) Philippe Fournier-Viger Vincent S. Tseng
2012 Mining Top-K Association Rules Proceedings of the 25th Canadian Conference on AI (CAAI) Philippe Fournier-Viger Vincent S. Tseng
2012 Mining Top-K High Utility Itemsets Proceedings of ACM SIG KDD Conference on Knowledge Discovery and Data Mining Cheng Wei Wu Bai-En Shie, Philip S. Yu, Vincent S. Tseng
2011 A Fast Algorithm for Mining Frequent Closed Itemsets over Stream Sliding Window Proceedings of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Show-Jane Yen Yue-Shi Lee, Vincent S. Tseng
2011 Efficient Mining of a Concise and Lossless Representation of High Utility Itemsets Proceedings of International Conference on Data Mining (ICDM) Cheng-Wei Wu Philippe Fournier-Viger, Philip S. Yu, Vincent S. Tseng
2011 Empirical Analysis of Content-based Music Retrieval for Music Identification Proceedings of International Conference on Multimedia Technology (ICMT) Ja-Hwung Su Shao-Yu Fu, Yu-Feng Lin, Wei-Yi Chang, I-Bin Liao, Kuo-Wei Chang, Vincent. S. Tseng
2010 UP-Growth: An Efficient Algorithm for High Utility Itemsets Mining Proceedings of ACM SIG KDD Conference on Knowledge Discovery and Data Mining Vincent S. Tseng Bai-En Shie, Philip S. Yu
2009 An Efficient Algorithm for Maintaining Frequent Closed Itemsets over Data Streams Proceedings of International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) Show-Jane Yen Yue-Shi Lee, Chin-Lin Lin
2009 The Studies of Mining Frequent Patterns Based on Frequent Pattern Tree Proceedings of Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Show-Jane Yen Yue-Shi Lee, Chiu-Kuang Wang, Liang-Yu Ouyang
2008 A Efficient Approach for Mining Frequent Patterns Based on Traversing a Frequent Pattern Tree Proceedings of International Conference on Computer Science and Software Engineering (CSSE) Yue-Shi Lee Show-Jane Yen, Chiu-Kuang Wang
2008 The Combinations of Frequent Pattern Tree and Candidate Generation for Mining Frequent Patterns Proceedings of International Symposium on Database Theory and Application (DTA) Show-Jane Yen Yue-Shi Lee, Chiu-Kuang Wang
西元年度 計畫名稱 主持人 工作職稱 共同(協同)主持人 委託/補助機構 計畫開始日 計畫結束日 語言 相關網址
2020 客製化醫療數據分析軟體模組 吳政瑋 主持人 游能俊診所 2020/01/02 2020/06/30
2020 智慧化文件搜尋引擎(II) 吳政瑋 主持人 宜鼎國際股份有限公司 2020/03/01 2020/09/30
2019 108學年度科學園區人才培育計畫-AI創新應用人才培育模組 吳政瑋 主持人 科技部新竹科學工業園區管理局 2019/07/01 2019/08/31
2019 AIoT大數據技術平台暨綠能應用研發 吳政瑋 主持人 張介仁 科技部 2019/08/01 2020/07/31
2019 智慧文件搜尋引擎 吳政瑋 主持人 宜鼎國際股份有限公司 2019/06/01 2019/09/30
2018 融合說話時段及內容之高效性對話夥伴推論系統 吳政瑋 主持人 科技部 2018/11/01 2019/10/31