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陳以錚 助理教授
學歷: 國立交通大學資訊工程博士
專長: 社群網路、資料探勘、深度學習、巨量資料
辦公室: I1-927
分機: 66552
實驗室: ADML LAB;
個人網頁: http://sites.google.com/view/ycchen

    期刊論文

  • Yi-Cheng Chen, Lin Hui, Julia Tzu-Ya Weng, Suh-Yin Lee  (2016); Incremental Mining of Temporal Patterns in Interval-based Database, Knowledge and Information Systems, Vol. 46, Issue 2, pp. 423-438(SCI)
  • Yi-Cheng Chen, Julia Tzu-Ya Weng, Lin Hui (2016); A Novel Algorithm for Mining Closed Temporal Patterns from Interval-based Data, Knowledge and Information Systems, Vol. 46, Issue 1, pp. 151-183.(SCI)
  • Jun-Zhe Wang, Jiun-Long Huang Yi-Cheng Chen (2016); On Efficiently Mining High Utility Sequential Patterns, Knowledge and Information Systems, Vol. 49, pp. 597-627.(SCI)
  • Yi-Cheng Chen, Wei-Hsun Liao, Yutaka Watanobe (2016); A Cloud-Based System for Dynamically Capturing Appliance Usage Relations, International Journal of Web and Grid Services, Vol. 12, no. 3, pp. 257-272.(SCI)
  • Shih-Hao Chang, Yi-Cheng Chen, Yan Pei, Chih-Ning Li (2016); A Cloud Based Type-2 Diabetes Mellitus Lifestyle Self Management System, International Journal of Web and Grid Services, Vol. 12, no. 3, pp. 240-256(SCI)
  • Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee (2015); Mining Temporal Patterns in Interval-based Data, IEEE Transactions on Knowledge and Data Engineering, Vol. 27, No. 12, pp. 3318-3331(SCI)
  • Yi-Cheng Chen, Wen-Chih Peng, Jiun-Long Huang, Wan-Chien Lee (2015); Significant Correlation Pattern Mining in Smart Homes, ACM Transactions on Intelligent Systems and Technology, Vol. 6, No. 3, Article 35, pp. 1-23(SCI)
  • Yi-Cheng Chen, Wen-Yuan Zhu, Wen-Chih Peng, Wan-Chien Lee, Suh-Yin Lee (2014); CIM: Community-based Influence Maximization, ACM Transactions on Intelligent Systems and Technology, Vol. 5, No. 2, Article 25, pp 1-31(SCI)
  • Kuei-Fang Lee, Yi-Cheng Chen, Paul Wei-Che Hsu, Ingrid Y. Liu, Lawrence Shih-Hsin Wu (2014); MicroRNA Expression Profiling Altered by Variant Dosage of Radiation Exposure, BioMed Research International, Vol. 2014, Article 456323, 10 pages(SCI)
  • Kuei-Fang Lee, Julia Tzu-Ya Weng, Paul Wei-Che Hsu, Yu-Hsiang Chi, Ching-Kai Chen, Ingrid Y. Liu, Yi-Cheng Chen, Lawrence Shih-Hsin Wu (2014); Gene Expression Profiling of Biological Pathway Alterations by Radiation Exposure, BioMed Research International, Vol. 2014, Article 834087, 9 pages(SCI)
  • Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee (2012); Efficient Algorithms for Influence Maximization in Social Networks, Knowledge and Information Systems, Vol. 33, Issue 3, pp 577-601(SCI)

    研討會

  • Yi-Cheng Chen, Lin Hui, Chun-I Wu, Hsin-Yu Liu, Sheng-Chih Chen (2017);Opinion Leader Detection in Dynamic Social Networks, The 10th International Conference on Ubi-media Computing and Workshops (Umedia 2017)
  • Lin Hui, Yi-Cheng Chen, Kuei Min Wang, Chun Hong Huang, Hao-Jun You, Yi-Hsiang Chen, Chia-Hao Hsu (2017);Evaluation of IoT Supported Firefighting in the Search, The 6th International Conference on Frontier Computing – Theory, Technologies, and Applications (FC 2017), pp. 55-66
  • Yi-Cheng Chen, Ju-Ying Cheng (2017);Mining Opinion Leader in Big Social Network, The 31st IEEE International Conference on Advanced Information Networking and Applications (AINA 2017), pp. 1012-1018
  • Zheng Dong, Jianquan Liu, Rong-Hua Li, Cigdem Aslay, Yi-Cheng Chen, Xin Huang (2017);Querying Intimate-Core Groups in Weighted Graphs, 11th IEEE International Conference on Semantic Computing (ICSC 2017), pp. 156-163
  • Chenxiao Dou, Daniel Sun, Yi-Cheng Chen, Guoqiang Li, Jianquan Liu (2016);Probabilistic Parallelisation of Blocking Non-matched Records for Big Data, The 2016 IEEE International Conference on Big Data (BigData 2016), pp. 3465-3474
  • Hsu-Chao Lai, Wen-Yueh Shih, Jiun-Long Huang, Yi-Cheng Chen (2016);Predicting Traffic of Online Advertising in Real-time Bidding Systems from Perspective of Demand-Side Platforms, The 2016 IEEE International Conference on Big Data (BigData 2016), pp. 3491-3498.
  • Yi-Cheng Chen, Ju-Ying Cheng, Hui-Huang Hsu (2016);A Cluster-Based Opinion Leader Discovery in Social Network, The 2016 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2016)
  • Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee (2016);Mining Temporal Patterns in Interval-based Data, The 32th International Conference on Data Engineering (ICDE 2016), pp. 1506-1507
  • Yi-Cheng Chen, Bing-Yang Chiang, Hsiu-Chieh Hung, Sheng-Yuan Peng (2015);Capture Friendship Characteristics in Dynamic Social Network, The 2015 International Conference on Orange Technologies (ICOT 2015), pp. 46-49
  • Yi-Cheng Chen, Hsiu-Chieh Hung, Bing-Yang Chiang, Sheng-Yuan Peng, Peng-Jun Chen (2015);Incrementally Discovering Usage Correlations among Appliances in Smart Homes, The 18th International Conference on Network-Based Information Systems (NBiS 2015), pp. 273-279
  • Guan-Mau Huang, Yi-Cheng Chen, Julia Tzu-Ya Weng (2015);Construction of a Prediction Model for Nephropathy among Obese Patients Using Genetic and Clinical Features, 2nd International Workshop on Pattern Mining and Application of Big Data (Big_PMA’15) (in conjunction with PAKDD’15), pp. 104-112
  • Yi-Cheng Chen, Julia Tzu-Ya Weng, Jun-Zhe Wang, Chien-Li Chou, Jiun-Long Huang, Suh-Yin Lee (2014);Incrementally Mining Temporal Patterns in Interval-based Databases, The 2014 International Conference on Data Science and Advanced Analytics (DSAA’2014)
  • Yi-Cheng Chen, Julia Tzu-Ya Weng (2014);An Intelligent System for Mining and Maintaining Correlation Patterns among Appliances in Smart Home, 10th Workshop on Wireless, Ad Hoc and Sensor Networks (WASN 2014)
  • Guan-Mau Huang, Yu-Chun Lee, Julia Tzu-Ya Weng, Yi-Cheng Chen, Lawrence Shih-Hsin Wu (2014);Cluster-based Classification of diabetic nephropathy among type 2 diabetic patients, International Congress on Natural Sciences and Engineering (ICNSE’14), pp. 861-867
  • Yi-Cheng Chen, Chien-Chih Chen, Wen-Chih Peng, Wan-Chien Lee (2014);Mining Correlation Patterns among Appliances in Smart Home Environment, 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’14), pp. 222-233
  • Fan-Kai Chou, Meng-Fen Chiang, Yi-Cheng Chen, Wen-Chih Peng (2014);Dynamic Circle Recommendation: A Probabilistic Model, 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’14), pp. 25-37
  • Julia T.Y. Weng, Jyun-Jie Lin, Yi-Cheng Chen, Pei-Chann Chang (2014);Myocardial Infarction Classification by Morphological Feature Extraction from Big 12-Lead ECG Data, 1st International Workshop on Pattern Mining and Application of Big Data (Big_PMA’14) (in conjunction with PAKDD’14), pp. 689-699
  • Julia T.Y. Weng, Yi-Cheng Chen, Pei-Chann Chang, Shin-Ping Huang, Yu-Wei Chiu (2014);Comparative analysis of 3D-culture system for murine neonatal heart regeneration: a systematic approach for big gene expression data, 1st International Workshop on Pattern Mining and Application of Big Data (Big_PMA’14) (in conjunction with PAKDD’14), pp.754-764
  • Julia T.Y. Weng, Yi-Cheng Chen, Chung-Hsien Ma, Tzung-Shian Lai, Feng-Ming Ho (2014);Time-course gene expression profiling of high glucose-induced endothelial cell apoptosis, The 2014 IEEE International Symposium on Bioelectronics and Bioinformatics (ISBB’14)
  • Julia T.Y. Weng, Kai-Yao Huang, Shih-Wei Lee, Lawrence Shih-Hsin Wu, Yi-Cheng Chen, Tzong-Yi Lee (2014);Systematic Pipeline analyzing microRNA-gene interactions that may differentiate between active and latent TB infection, The 2014 IEEE International Symposium on Bioelectronics and Bioinformatics (ISBB’14)
  • Yi-Cheng Chen, Wen-Chih Peng, Wan-Chien Lee (2013);A Novel System for Mining Useful Correlation in Smart Home, 6th International Workshop on Domain Driven Data Mining (DDDM’13) (in conjunction with IEEE ICDM’13), pp. 357-364
  • Julia T.Y. Weng, Shih-Hsin Wu, Yi-Cheng Chen, Wei-Che Hsu, Chau-Shoun Lee, Andrew T.A. Cheng (2013);Epigenetic profiling of DNA methylation changes associated with chronic alcohol consumption: a 12-year follow up study, 6th International Conference on BioMedical Engineering and Informatics (BMEI’13), pp. 471-476
  • Yi-Cheng Chen, Wen-Yuan Zhu, Julia T.Y. Weng, Chien-Chih Chen, Gene P.K. Wu (2013);An Intelligent System for Extracting Correlation of Appliance Usage, Proceeding of Conference on Technologies and Applications of Artificial Intelligence (TAAI’13), pp. 363-364
  • Gene P.K. Wu, Yi-Cheng Chen, Wen-Yuan Zhu, Keith C.C. Chan (2013);An Intelligent System for Effective Mobile Application Advertising, Proceeding of Conference on Technologies and Applications of Artificial Intelligence (TAAI’13), pp. 353-354
  • Chien-Li Chou, Hua-Tsung Chen, Yi-Cheng Chen, Chien-Peng Ho, Suh-Yin Lee (2013);Near-Duplicate Video Retrieval and Localization using Pattern Set based Dynamic Programming, IEEE International Conference on Multimedia and Expo (ICME’13)
  • Yi-Cheng Chen, Yu-Lun Ko, Wen-Chih Peng, Wan-Chien Lee (2013);Mining Appliance Usage Patterns in Smart Home Environment, 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’13), pp. 99-110
  • Yi-Cheng Chen, Yu-Lun Ko, Wen-Chih Peng (2012);An Intelligent System for Mining Usage Patterns from Appliance Data in Smart Home Environment, Proceeding of Conference on Technologies and Applications of Artificial Intelligence (TAAI’12), pp. 319-321
  • Yi-Cheng Chen, Su-Hua Chang, Chien-Li Chou, Wen-Chih Peng, Suh-Yin Lee (2012);Exploring Community Structures for Influence Maximization in Social Networks, 6th SNA-KDD Workshop on Social Network Mining and Analysis (in conjunction with ACM SIGKDD’12), pp.1-6
  • Chien-Li Chou, Yee-Choy Chean, Yi-Cheng Chen, Hua-Tsung Chen, Suh-Yin Lee (2012);Social Photo Tagging Recommendation Using Community-Based Group Prior, 1st International Workshop on Social Multimedia Computing (SMC’12) (in conjunction with IEEE ICME’12), pp.230-235
  • Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee (2011);CEMiner–An Efficient Algorithm for Mining Closed Patterns from Interval-based Data, 11th IEEE International Conference on Data Mining (ICDM’11), pp.121-130
  • Yi-Cheng Chen, Chao-Ying Wu, Suh-Yin Lee (2011);Incremental Maintenance of Topological Pattern in Spatial-Temporal Database, International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM’11) (in conjunction with IEEE ICDM’11), pp.853-860
  • Yi-Cheng Chen, Ji-Chiang Jiang, Wen-Chih Peng, Suh-Yin Lee (2010);An Efficient Algorithm for Mining Time Interval-based Patterns in Large Databases, 19th ACM International Conference on Information and Knowledge Management (CIKM’10), pp. 49-58
  • Hua-Fu Li, Hsin-Yun Huang, Yi-Cheng Chen, Yu-Jiun Liu, and Suh-Yin Lee (2008);Fast and Memory Efficient Mining of High Utility Itemsets in Data Streams, 8th IEEE International Conference on Data Mining (ICDM’08), pp.881-886

年度 研究計畫名稱 研究計畫經費 補助單位
106 社群網路中有效率的意見領袖探勘與影響力最大化研究 1,404,000 科技部
104 在智慧家庭環境中探勘電器使用關係特徵樣式之研究 1,428,000 科技部
104 雲端環境下的軍事載具軌跡特徵樣式探勘 720,000 中科院
103 在動態社群網路中探勘特徵樣式、分群、與推薦系統之研究 617,000 科技部
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