師資介紹 現在位置:首頁 > 師資介紹
陳彥良 教授
學歷: 國立清華大學資訊科學博士
專長: 資料庫、計算方法、資料挖礦與倉儲
辦公室: I1-931
分機: 66532
實驗室: 資科工程實驗室;
個人網頁: http://www.mgt.ncu.edu.tw/~ylchen

    期刊論文

  • Huang, C.K., Hsu, W.H., Chen, Y. L. (); Conjecturable knowledge discovery: a fuzzy clustering approach, Fuzzy Sets and Systems, forthcoming(SCI)
  • Hu, H. W., Chen, Y. L., Tang, K (A novel decision tree method for structured continuous-label classification); IEEE Transaction on Systems, Man, Cybernetics - Part B, forthcoming, (SCI)
  • Chen, Y. L., Liu, Y. H., Lo, W. L. (A text mining approach to assist the general public in the retrieval ); Journal of the American Society for Information Science and Technology, forthcoming., (SSCI)
  • 溫于平、陳彥良 (1985); 採購決策支援系統的分析與設計, 管理學報,Vol. 2, No. 2,pp. 187-203(TSSCI)
  • Chen, Y. L. and Chin, Y. H. (1989); Scheduling unit-time jobs on processors with different capabilities, Computers and OR, Vol. 16, pp. 409-417(SCI)
  • Chen, Y. L. and Chin, Y. H. (1990); The quickest path problem, Computers and OR, Vol. 17, pp. 153-161(SCI)
  • Chen, Y. L. and Chin, Y.H. (1992); Multicommodity network flows with safety considerations, Operations Research, Vol. 40, No. 1, Supp. 1, pp. 48-54(SCI, SSCI)
  • Chen, Y. L. (1993); An algorithm for finding the k quickest paths in a network, Computers and OR, Vol. 20, pp. 59-65(SCI)
  • Chen, Y. L. (1994); Scheduling jobs to minimize total cost, European Journal of Operational Research, Vol. 74, pp. 111-119(SSCI)
  • Chen, Y. L. (1994); The hybrid spanning tree problem, European Journal of Operational Research, Vol. 77, pp. 179-188(SSCI)
  • Chen, Y. L. (1994); Finding the k quickest simple paths in a network, Information Processing Letters, Vol. 50, pp. 89-92(SCI)
  • Chen, Y. L. (1995); The minimum average cost flow problem, European Journal of Operational Research, Vol. 81, pp. 561-570(SSCI)
  • Chen, Y. L. (1995); A parametric maximum flow algorithm for bipartite graphs with applications, European Journal of Operational Research, Vol. 80, pp. 226-235(SSCI)
  • Hsu, P. Y., Wang, J. L. and Chen, Y. L. (1997); A structural approach to specify data transformations in data warehouses, 資訊管理研究, Vol. 1, No. 2, pp. 83-102
  • Chen, Y. L., Rink, D. and Tang, K (1997); Critical path in an activity network with time constraints, European Journal of Operational Research(SSCI)
  • Chen, Y. L. and Tang, K. (1997); Shortest paths in time-schedule network, International Journal of Operations and Quantitative Management
  • Chen, Y. L. and Tang, K. (1998); Minimum time paths in a network with mixed time constraints, Computers and OR(SCI)
  • 陳鴻嘉、許秉瑜、陳彥良 (1999); WWW資料庫設計之研究, 資訊管理學報, 資訊管理學報,第五卷,第二期(TSSCI)
  • 陳仕昇、許秉瑜、陳彥良 (1999); 以可重複序列挖掘網路瀏覽規則之研究, 資管評論,第九卷
  • Yang, H. H. and Chen, Y. L. (2000); Finding the critical path in an activity network with time-switch constraints, European Journal of Operational Research(SSCI)
  • 陳彥良、陳仕昇、許秉瑜 (2000); 在序列式資料中挖掘序列規則, 資訊管理學報,第六卷,第二期(TSSCI)
  • Chen, Y. L. and Yang, H. H. (2000); Shortest paths in traffic-light networks, Transportation Research: Part B(SSCI,SCI)
  • 張元斌、許秉瑜、陳彥良 (2000); STRPN─多媒體時空關係展示延伸型Petri Net模式, 資管評論,第十期
  • 陳彥良、凌俊青、許秉瑜 (2001); 在包裹式資料庫中挖掘數量關連規則, 資訊管理學報第七卷,第二期(TSSCI)
  • Chen, Y. L. and Rinks, D. and Tang, K. (2001); The first k minimum cost paths in a time-schedule network, Journal of Operational Research Society(SSCI)
  • 沈清正、、、陳彥良等共七人 (2002); 資料間隱含關係的挖掘與展望, 資訊管理學報第九卷,專刊期(TSSCI)
  • Chen, Y. L. and Chen, S. S. and Hsu, P. Y. (2002); Mining hybrid sequential patterns and sequential rules, Information Systems(SCI)
  • Chen, Y. L., Chiang M. C. and Kao M. T. (2003); Discovering time-interval sequential patterns in sequence databases, Expert Systems with Applications(SCI)
  • Chen, Y. L., Hsiao, L. J. and Tang K. (2003); Time analysis for planning a path in a time-window network, Journal of Operational Research Society(SSCI)
  • Chen, Y. L., Chang-Ling Hsu and Shih-Chieh Chou. (2003); Constructing a multi-valued and multi-labeled decision tree, Expert Systems with Applications(SCI)
  • 陳彥良、趙書榮、陳禹辰 (2003); 幾個快速挖掘關聯規則的資料探勘方法, 電子商務學報(TSSCI)
  • 陳家仁、陳彥良、陳禹辰 (2003); 在少樣商品或短交易長度情況下挖掘關聯規則, 資訊管理學報(TSSCI)
  • Lin, Q.Y., Chen, Y. L. , Chen, J. S. and Chen, Y. C. (2003); Mining Inter-Organizational Retailing Knowledge for an Alliance formed by Competitive Firms, Information and Management(SSCI)
  • Chen, Y. L. and Hsiao, L. J. (2003); Shipping problems with body clock constraints, Computers and OR(SCI)
  • Hsu, P. Y., Chang, Y. B. and Chen, Y. L. (2003); STRPN: A Petri Net approach for modeling spatial-temporal relations between moving multimedia objects, IEEE Trans on Software Engineering(SCI)
  • Chen, Y. L. and Yang, H. H. (2003); Minimization of travel time and weighted number of stops in a traffic-light network, European Journal of Operational Research(SSCI)
  • Hsu, P. Y., Chen, Y. L. and Ling C. C. (2004); Algorithms for mining association rules in bag databases, Information Sciences(SCI)
  • Chen, Y. L. , Kao, Hung-Pin and Ko Ming-Tat (2004); Mining DAG patterns from DAG databases, Lecture Notes in Computer Science(SCI)
  • Chen, Y. L. and Lu, J. T. (2004); Mining inheritance rules from genealogical data, Lecture Notes in Computer Science(SCI)
  • Yang, H. H. and Chen, Y. L. (2004); The first K shortest unique-arc walks in a traffic-light network, Mathematical and Computer Modeling(SCI)
  • Chen, Y. L. and Yang, H. H. (2005); Finding the first K shortest paths in a time-window network, Computers and OR(SSCI, SCI)
  • Chen, Y. L. and Tang, K. (2005); Finding the K-th Shortest Path in a Time-Schedule Network, Naval Research Logistics(SCI)
  • Chen, Y. L. and Shen, C. C. (2005); Mining generalized knowledge from ordered data through attribute-oriented induction techniques, European Journal of Operational Research(SCI)
  • Yu,C.C.and Chen,Y.L. (2005); Mining sequential patterns from multi-dimensional sequence data, IEEE Trans on Knowledge and Data Engineering(SCI)
  • Yang, H. H. and Chen, Y. L. (2005); Finding the K shortest paths in a traffic-light network, Computers and OR(SCI)
  • Chen, Y. L. , Tang, K., Shen, R. J. and Hu Y. H. (2005); Market basket analysis in a multiple store environment, Decision Support Systems(SCI)
  • Chen, Y. L. and Ho, C. Y. (2005); A sampling-based method for mining frequent patterns from databases, Lecture Notes in Artificial Intelligence(SCI)
  • Hsu, W.H., Jao, J.A. and Chen, Y. L. (2005); Discovering conjecturable rules through tree-based clustering analysis, Experts Systems with Applications(SCI)
  • Chen Y. L. and Huang, Tony C. K. (2005); Mining fuzzy time-interval sequential patterns in sequence databases, IEEE Trans on Systems, Man, Cybernetics- Part B(SCI)
  • 陳禹辰、簡志宏、陳彥良 (2005); 1999至2003台灣地區管理學門期刊發表成果分析, 12卷4期(TSSCI)
  • Yang, H. H. and Chen, Y. L. (2006); Finding K shortest looping paths containing waiting in a time-window network, Applied Mathematical Modeling(SCI)
  • Chen Y. L. and Huang, Tony C. K. (2006); A new approach for discovering fuzzy quantitative sequential patterns in sequence databases, Fuzzy Sets and Systems(SCI)
  • Chen, Y. L., Ye, C. H. and Wu, S. Y. (2006); Mining predecessor-successor rules from DAG data, International Journal of Intelligent Systems(SCI)
  • Hsu, P. Y., Chen, Y. L. and Chang Y. B. (2006); A four dimensional petri net approach for workflow management, Lecture Notes in Computer Science(SCI)
  • Chen, Y. L. and Hu H. L. (2006); An overlapping cluster algorithm to provide non-overlapping clustering, European Journal of Operational Research(SCI)
  • Yen-Liang Chen, Wu-Hsien Hsu , Yu-Hsuan Lee (2006); TASC: two-attribute-set clustering through decision tree construction, European Journal of Operational Research(SCI)
  • Hu, Y. H. and Chen, Y. L. (2006); Mining association rules with multiple minimum supports: a new mining algorithm and a support tuning mechanism, Decision Support Systems(SCI)
  • Chen, Y. L., Wei, J. J., Wu, S. Y. And Hu, Y. H. (2006); A similarity-based method for retrieving documents from the SCI/SSCI database, Journal of Information Science(SSCI)
  • Chen, Y.L. and Wu, S. Y. (2006); Mining Temporal Patterns from Sequence Database of Interval-based Events t, Lecture Notes in Computer Science(SCI)
  • Chen, Y. L. and Hu, Y. H. (2006); Constraint-based sequential pattern mining: the consideration of recency and compactness, Decision Support Systems(SCI)
  • Chen, Y. L., Chen, J. M. and Tung, C. W. (2006); A data-mining approach for retail knowledge discovery with consideration of the effect of shelf-space adjacency on sales, Decision Support Systems(SCI)
  • Chen, Y. L., Chang, Y. B. And Hsu, P. Y. (2007); A Petri net model with time window constraints, Journal of the Chinese Institute of Industrial Engineers(EI, TSSCI)
  • Wu, S. Y. and Chen, Y. L. (2007); Mining non-ambiguous temporal patterns for interval-based events, IEEE Transaction on Knowledge and Data Engineering(SCI)
  • Chen, Y. L., Cheng, L.C. and Cheng, W. L. (2007); Using Position, Fonts and Cited References for Retrieving Scientific Documents, Journal of Information Science(SSCI)
  • Chen,Y.L.and Shen,C.C., (2008); A dynamic-programming algorithm for hierarchical discretization of continuous attributes, European Journal of Operational Research, Vol. 184, No. 2, pp. 636-651. (SCI)
  • Chen, Y. L., Cheng, L. C. and Chung C. N. (2008); A group recommendation system with consideration of interactions among group members, Expert Systems with Applications(SCI)
  • Chen, Y. L. and Weng, C. H. (2008); Mining association rules from imprecise ordinal data, Fuzzy Sets and Systems(SCI)
  • Chen, Y. L., Huang, Tony C.K. and Chang S. K. (2008); A Novel Approach for Discovering Retail Knowledge with Price Information from Transaction Databases, Expert Systems with Applications(SCI)
  • Chen, Y. L. and Cheng, L. C. (2008); A novel collaborative filtering approach for recommending ranked items, Expert Systems with Applications(SCI)
  • Tang, K., Chen, Y. L. and Hu, H. W. (2008); Context-Based Market Basket Analysis in a Multiple-Store Environment, Decision Support Systems(SCI)
  • Huang, Tony C. K.A. and Chen Y. L. (2008); A novel knowledge discovering model for mining fuzzy multi-level sequential patterns in sequence databases, Data and Knowledge Engineering(SCI)
  • Chiang Kao, et al. (2008); Ranking Taiwanese management journals: A case study, Scientometrics(SSCI)
  • Hu, H. L., and Chen, Y. L. (2008); Mining typical patterns from databases, Information Sciences(SCI)
  • Chen, Y. L., Hsu, P. Y. and Chang, Y. B. (2008); A Petri net approach to support resource assignment in project management, IEEE Transaction on Systems(SCI)
  • Chen, Y. L., Wu, C. C. and Tang, K. (2009); Building a cost-constrained decision tree with multiple condition attributes, Information Sciences, Vol. 179, No. 7, pp. 967-979.(SCI)
  • Chen, Y. L., Hu, H. W., and Tang, K. (2009); Constructing a Decision Tree from Data with Hierarchical Class Labels, Expert Systems with Applications, Vol. 36, No. 3, pp. 4838-4847(SCI)
  • Y.W. Chang Chien and Chen, Y.L (2009); A Phenotypic Genetic Algorithm for Inductive Logic Programming, Expert Systems with Applications, Vol. 36, No. 3, pp. 6935-6944.(SCI)
  • Chen, Y. L., and Cheng, L.C., (2009); Mining maximum consensus sequences from group ranking data, European Journal of Operational Research, Vol. 198, No. 1, pp. 241-251.(SSCI,SCI)
  • Chen, Y. L., and Hung, Lucas T.H., (2009); Using decision trees to summarize associative classification rules., Expert Systems with Applications, Vol. 36, No. 2,pp.2338-2351.(SCI)
  • Chen, Y. L., Kuo, M. H., Wu, S. Y. And Tang, K (2009); Discovering Recency, Frequency, and Monetary (RFM) Sequential Patterns from Customers, Electronic Commerce Research and Applications, forthcoming.(SSCI)
  • Chen,Y.L.and Weng,C.H., (2009); Mining fuzzy association rules from questionnaire data, Knowledge-Based Systems, Vol. 22, No. 1, pp. 46-56. (SCI)
  • Wu, S. Y. and Chen, Y. L. (2009); Discovering hybrid temporal patterns from sequences consisting of point- and interval-based events, Data and Knowledge Engineering, Vol. 68, No. 11(SCI)
  • Hu, Y. H., Chen, Y. L. and Tang, K. (2009); Mining sequential patterns in B2B environment,, Journal of Information Science, forthcoming(SSCI)
  • Chen, Y. L., Wu, C. C. and Tang, K., (2009); Building a cost-constrained decision tree with multiple condition attributes,, Information Sciences, Vol. 179, No. 7, pp. 967-979.(SCI)
  • Hu, H. W., Tang, K., Chen, Y. L., (2009); A dynamic discretization approach for constructing decision trees with a continuous label, IEEE Transactions on Knowledge and Data Engineering, forthcoming(SCI)
  • Y.W. Chang Chien and Chen, Y.L., (2009); A Phenotypic Genetic Algorithm for Inductive Logic Programming,, Expert Systems with Applications, Vol. 36, No. 3, pp. 6935-6944.(SCI)
  • Hu, Y. H., Huang, Tony C.K., Yang, H. R. and Chen, Y. L. (2009); On Mining Multi-Time-Interval Sequential Patterns, Data and Knowledge Engineering, forthcoming.(SCI)
  • Chang, R. I., Chu, C. C., Wu, Y. Y. and Chen Y. L. (2010); Gene clustering by using query-based self-organizing maps, Expert Systems with Applications, Vol. 37, No. 9(SCI)
  • Chang Chien Y. W. and Chen, Y.L. (2010); Mining associative classification rules with stock trading data - a GA-based method, Knowledge-based Systems, Vol. 23, No. 6(SCI)
  • Weng, C. H. and Chen, Y. L. (2010); Mining fuzzy association rules from uncertain data, Knowledge and Information Systems, forthcoming(SCI)
  • Chen, Y. L., and Cheng, L.C. (2010); An approach to group ranking decisions in a dynamic environment, Decision Support Systems, Vol. 48, No. 4(SCI)
  • Chen, Y.L., Wu S.Y., Wang Y.C. (2011); Discovering multi-label temporal patterns in sequence databases, Information Sciences, Vol. 181, No. 3(SCI)
  • Wu, Y. Y., Chen Y. L., Chang, R. I. (2011); Mining negative generalized knowledge from relational databases, Knowledge-based Systems, Vol. 24, No. 1(SCI)
  • Chen, Y.L., Chiu Y.T. (2011); An IPC-based vector space model for searching patent data, Information Processing and Management, Vol. 47, No. 3(SSCI)
  • Chen, Y.L., Chen X.H. (2011); An Evolutionary PageRank Approach for Journal Ranking with Expert Judgments, Journal of Information Science, Vol. 37, No. 1(SSCI)
  • Chen, Y. L., Wu, Y. Y., , Chang, R. I. (2012); From data to global generalized knowledge, Decision Support Systems, Vol. 52, No. 2.(SCI)
  • Chen, Y. L., Chang, Y. C. (2012); A three-phase method for patent classification, Information Processing and Management, Vol. 48, No. 6(SSCI)
  • Chen, Y.L., Chiu Y.T. (2012); Vector Space Model for Patent Documents with Hierarchical Class Labels, Journal of Information Science, 
  • Chen, Y. L., Cheng, L. C., Hwang, P. S. (2013); Mining consensus preference graphs from users’ ranking data, Decision Support Systems, Vol. 54, No. 2(SCI)

    研討會

  • Y. L. Chen and Y. H. Chin (1989);Preemptive Scheduling on Heterogeneous Processors, International Conference on Computing and Information, Toronto, Canada, Vol. 2, pp. 104-108
  • Y. L. Chen and Y. H. Chin (1989);Solving Constrained Shortest Path Problem in a Unified Way, International Conference on Computing and information, Toronto, Canada, pp. 57-63
  • Y. L. Chen (1991);An Improved Algorithm for Scheduling on Heterogeneous Processors, National Computer Symposium, Chung-Li, Taiwan, pp. 172-177
  • Y. L. Chen (1991);Finding Weighted Spanning Tree in a Network, National Computer Symposium, Chung-Li, Taiwan, pp. 212-216
  • Y. L. Chen (1992);Scheduling Jobs with Minimize Cost, International Conference on Information and Systems, Dalian, China, pp. 298-307
  • Y. L. Chen (1992);A Parametric Bipartite Maximum Flow Algorithm, International Computer Symposium, Taichung, Taiwan, pp. 1-8
  • 徐碧璘、陳彥良 (1997);決策支援系統應用於核能電廠整體風險評估與管理模式之探討, 第三屆國際資訊管理研究暨實務研討會,嘉義,中正大學,第402-409頁
  • 徐碧璘、陳彥良 (1998);建立核能電廠整體風險評估與管理模式決策支援系統, 第四屆國際資訊管理研究暨實務研討會,新莊,輔仁大學,第517-524頁
  • 陳彥良、陳仕昇、許秉瑜 (2000);挖掘最有價值的前K個大項目集合, 第六屆資訊管理研究暨實務研討會,新竹,交通大學
  • 陳彥良 (2000);在資料倉儲中挖掘知識的因難與挑戰, 2000年產業資訊管理暨新興科技實務研討會,新莊,輔仁大學
  • 陳彥良等 (2001);資料間隱含關係的挖掘與展望, 二十一世紀台灣湧現中的資訊管理議題專家研討會 ,大溪,鴻禧山莊
  • Chung-Ching Yu, Yen-Liang Chen and Yu-Hsuan Lee (2002);An Algorithm for Mining Multi-dimensional Sequential Patterns, Taipei Data Mining Conference, National Central University
  • Yen-Liang Chen, Mei-Ching Chiang and Ya-Han Hu (2002);Mining time-interval relationships in sequential patterns, Taipei Data Mining Conference, National Central University
  • Yen-Liang Chen and Chi-Yuan Lin (2003);Mining Retailing Knowledge from Competitive Firms, 2003 Hawaii International Conference on Business, Honolulu, Hawaii, USA
  • Ya-Han Hu and Yen-Liang Chen (2003);An Efficient Algorithm for Discovery and Maintenance of Frequent Patterns with Multiple Minimum Supports, International Conference on Information Management, National Chung Cheng University, Taiwan
  • Yen-Liang Chen and Chi-Yuan Lin (2003);Mining Retailing Knowledge from Competitive Firms, 2003 Hawaii International Conference on Business, Honolulu, Hawaii, USA
  • Chen, Y. L. , Kao, Hung-Pin and Ko Ming-Tat (2004);Mining DAG patterns from DAG databases, The 5-th International Conference, WAIM 2004, Dailan, China
  • Chen, Y. L. and Lu, J. T. (2004);Mining inheritance rules from genealogical data, The 5-th International Conference, WAIM 2004, Dailan, China
  • Chen, Y. L. and Ho, C. Y. (2005);A sampling-based method for mining frequent patterns from databases, The First International Conference on Natural Computation, Changsha, China
  • Chen, Y. L. and Hu, H. W. (2005);Knowledge discovery at multiple concept levels in a multiple store environment, International Conference on Information Management, Fu Jen Catholic University, Taiwan
  • Hsu, P. Y., Chen, Y. L. and Chang Y. B. (2006);A four dimensional petri net approach for workflow management,, In Proceedings of 11th International Conference on Database Systems for Advanced Applications (DASFAA’06)(SCI)
  • Chen, Y. L. and Wu, S. Y. (2006);Mining Temporal Patterns from Sequence Database of Interval-based Events,, The 2nd International Conference on Natural Computation (ICNC'06) and the 3rd International Conference on Fuzzy Systems and Knowledge Discovery, Xi'an, China(SCI)
  • Hu, Y. H. Chen, Y. L. and Lin U. H. (2007);Classification of Time-sequential Attributes by Using Sequential Pattern,, The 3nd International Conference on Natural Computation and the 4rd International Conference on Fuzzy Systems and Knowledge Discovery, Haikou, China.(EI)
  • Chen, Y. L. and Chiu, P. H. (2008);Discovering Hybrid Temporal Time-Interval Patterns in Sequence Databases, the 14th Cross-straight International Conference on Information Management Strategies, Chung-Li, Taiwan
  • Chen, Y. L. (2010);Mining group consensus, The 2010 International Conference on Business and Information
  • Chen, Y. L. (2011);Using RFM concept to mine sequential patterns from databases,, 2011 International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology
  • Chen, Y. L. and Yu, T. L. (2011);News classification based on experts’ work knowledge, the 2011 2nd International Conference on Networking and Information Technology
  • Chen, Y. L. (2012);Finding consensus clusters from users' preference lists, the 12th WSEAS International Conference on APPLIED COMPUTER SCIENCE

年度 研究計畫名稱 研究計畫經費 補助單位
81 在網路中尋找第K快路徑 NTD 141,000
82 在網路尋找最小加權擴展樹 NTD 367,500
86 在有時間表約制的網路上尋找最短路徑 NTD 140,000
87 在有混合時間表的網路上找最短時間路徑 NTD 254,400
88 在有時間表的網路上尋找第前K個最短時間路徑 NTD 318,000
89 在袋式資料庫中挖掘關聯規則 NTD 241,600
89 在序列式資料中挖掘混合樣式 NTD 434,600
90 從資料庫中挖掘出最有價值的K個項目集合 NTD 537,800
91 零售業資料探勘技術之研究(1~3) NTD 778,800
92 序列資料的分群與歸納 NTD 572,400
94 考量屬性間與屬性值本身具有時間關係的分類法之研究(1/3) NTD 857,000
94 考量價格因素的零售資料挖掘 NTD 434,000
97 知識管理之尖端研究-子計畫七:知識搜尋與探勘(3/4) 924,000 國科會
97 從數值及多階層類別資料中建構決策樹 2,772,000 國科會
98 多資源限制、多類別屬性的決策樹建構 2,509,000 國科會
98 知識管理之尖端研究-子計畫七:知識搜尋與探勘(4/4) 924,000 國科會
99 在三個特殊實務情境中的決策樹建構 1,288,000 國科會
101 從使用者偏好資料中挖掘群體知識 2,886,000 國科會
101 專利分類法設計之研究 731,000 國科會
師資介紹列表