Selected Publications - Details

Selected Publications

• 1. 2016

  2. IPMU 2016

  3. Akiz Uddin Ahmed, Chowdhury Farhan Ahmed, Md. Samiullah, Nahim Adnan, Carson K. Leung: Mining interesting patterns from uncertain databases. Information Sciences (2016)

  4. Carson K. Leung, Fan Jiang, Edson M. Dela Cruz, Vijay Sekar Elango: Association rule mining in collaborative filtering. Collaborative Filtering Using Data Mining and Analysis (21 pages) (2016)

  5. Carson Kai-Sang Leung, Fan Jiang, Adam G. M. Pazdor, Aaron M. Peddle: Parallel social network mining for interesting 'following' patterns. Concurrency and Computation: Practice & Experience (19 pages) (2016)

  6. Carson K. Leung, Syed K. Tanbeer, Alfredo Cuzzocrea, Peter Braun, Richard Kyle Mackinnon: Interactive mining of diverse social entities. KES Journal (22 pages) (2016)

  7. 2015

  8. Fan Jiang, Carson K. Leung: A data analytic algorithm for managing, querying, and processing uncertain big data in cloud environments. Alfredo Cuzzocrea (Ed.): Algorithms 8(4), special issue on algorithms for managing, querying and processing big data in cloud environments: 1175-1194 MDPI (December 2015)

1. Fan Jiang, Carson K. Leung, Dacheng Liu: Efficiency improvements in social network communication via MapReduce. Jinjun Chen, Laurence T. Yang (Eds.): 2015 IEEE International Conference on Data Science and Data Intensive Systems (IEEE DSDIS 2015) / Eighth IEEE International Conference Cyber, Physical and Social Computing (CPSCom 2015), Sydney, NSW, Australia, 11-13 December 2015: 161-168. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-5090-0214-6

   1. Quazi Marufur Rahman, Anna Fariha, Amit Mandal, Chowdhury Farhan Ahmed, Carson K. Leung: A sliding window-based algorithm for detecting leaders from social network action streams. 2015 IEEE/WIC/ACM International Conference on Web Intelligence (IEEE/WIC/ACM WI-IAT 2015), Singapore, 6-9 December 2015 (Vol. 1): 133-136. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4673-9618-9

   2. Richard Kyle MacKinnon, Carson K. Leung: Stock price prediction in undirected graphs using a structural support vector machine. 2015 IEEE/WIC/ACM International Conference on Web Intelligence (IEEE/WIC/ACM WI-IAT 2015), Singapore, 6-9 December 2015 (Vol. 1): 548-555. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4673-9618-9

   3. Carson K. Leung, Aziz Nasridinov (eds.): Proceedings of the 2015 International Conference on Big Data Applications and Services (BigDAS 2015), Jeju Island, South Korea, October 20-23, 2015, ACM Press, ISBN 978-1-4503-3846-2

   4. Carson K. Leung: Big data mining applications and services. BigDAS 2015: 1-8

   5. Zhao Han, Carson K. Leung: FIMaaS: scalable frequent pattern mining-as-a-service on cloud for non-expert miners. BigDAS 2015: 84-91

   6. Anna Fariha, Chowdhury Farhan Ahmed, Carson K. Leung, Md. Samiullah, Suraiya Pervin, Longbing Cao: A new framework for mining frequent interaction patterns from meeting databases. Engineering Applications of Artificial Intelligence (EAAI) 45: 103-118 (October 2015) Elsevier

   7. Wenzhu Tong, Carson K. Leung, Dacheng Liu, Jialiang Yu: Probabilistic frequent pattern mining by PUH-Mine. Reynold Cheng, Bin Cui, Zhenjie Zhang, Ruichu Cai, Jia Xu (Eds.): Web Technologies and Applications, 17th Asia-Pacific Web Conference (APWeb 2015), Guangzhou, China, 18-20 September 2015 (LNCS 9313): 768-780. Heidelberg, Germany: Springer. ISBN 978-3-319-25254-4

   8. Alfredo Cuzzocrea, Zhao Han, Fan Jiang, Carson K. Leung, Hao Zhang: Edge-based mining of frequent subgraphs from graph streams. Liya Ding, Charles Pang, Leong Mun Kew, Lakhmi C. Jain, Robert J. Howlett (Eds.): Procedia Computer Science 60, special issue of 19th Annual Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2015), Singapore, 7-9 September 2015: 573-582 (2015) Elsevier

   9. Alfredo Cuzzocrea, Carson K. Leung, Richard Kyle MacKinnon: Approximation to expected support of frequent itemsets in mining probabilistic sets of uncertain data. Liya Ding, Charles Pang, Leong Mun Kew, Lakhmi C. Jain, Robert J. Howlett (Eds.): Procedia Computer Science 60, special issue of 19th Annual Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2015), Singapore, 7-9 September 2015: 613-622 (2015) Elsevier

   10. Kyoji Kawagoe, Carson Kai-Sang Leung: Similarities of frequent following patterns and social entities. Liya Ding, Charles Pang, Leong Mun Kew, Lakhmi C. Jain, Robert J. Howlett (Eds.): Procedia Computer Science 60, special issue of 19th Annual Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2015), Singapore, 7-9 September 2015: 642-651 (2015) Elsevier

   11. Carson Kai-Sang Leung, Richard Kyle MacKinnon: Balancing tree size and accuracy in fast mining of uncertain frequent patterns. DaWaK 2015 (LNCS 9263): 57-69

   12. Carson Kai-Sang Leung, Fan Jiang: Big data analytics of social networks for the discovery of "following" patterns. Sanjay Madria, Takahiro Hara: Big Data Analytics and Knowledge Discovery, 17th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2015), Valencia, Spain, 1-4 September 2015 (LNCS 9263): 123-135. Heidelberg, Germany: Springer. ISBN 978-3-319-22728-3

   13. Alfredo Cuzzocrea, Fan Jiang, Carson K. Leung, Dacheng Liu, Aaron Peddle, Syed K. Tanbeer: Mining popular patterns: a novel mining problem and its application to static transactional databases and dynamic data streams. Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal (Eds.): LNCS Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS) XXI (LNCS 9260, selected papers from DaWaK 2012: 115-139. Heidelberg, Germany: Springer (2015)

   14. Carson K. Leung, Alfredo Cuzzocrea: Frequent subgraph mining from streams of uncertain data. Bipin C. Desai, Motomichi Toyoma (Eds.): Eighth International C* Conference on Computer Science & Software Engineering (C3S2E 2015), Yokohama, Japan, 13-15 July 2015: 18-27. New York, NY, USA: ACM. ISBN 978-1-4503-3419-8

   15. Fan Jiang, Kyoji Kawagoe, Carson K. Leung: Big social network mining for "following" patterns. Bipin C. Desai, Motomichi Toyoma (Eds.): Eighth International C* Conference on Computer Science & Software Engineering (C3S2E 2015), Yokohama, Japan, 13-15 July 2015: 28-37. New York, NY, USA: ACM. ISBN 978-1-4503-3419-8

   16. Alfredo Cuzzocrea, Wookey Lee, Carson K. Leung: High-recall information retrieval from linked big data. Sheikh Iqbal Ahamed, Carl K. Chang, William Chu, Ivica Crnkovic, Pao-Ann Hsiung, Gang Huang, Jingwei Yang (Eds.): 39th IEEE Annual Computer Software and Applications Conference (COMPSAC 2015) - COMPSAC Symposium on Web Technologies and Data Analytics (WEDA), Taichung, Taiwan, 1-5 July 2015 (Vol. 2): 712-717. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4673-6563-5

2. Alfredo Cuzzocrea, Carson K. Leung: Upper bounds to expected support for frequent itemset mining of uncertain big data. Dongwan Shin (Ed.): 30th Annual ACM Symposium on Applied Computing (ACM SAC 2015) - Volume I: Artificial intelligence and agents, distributed systems, and information systems: Data mining (DM) track, Salamanca, Spain, April 13-17, 2015: 919-921. New York, NY, USA: ACM. ISBN 978-1-4503-3196-8

• 1. Alfredo Cuzzocrea, Fan Jiang, Carson K. Leung: Frequent subgraph mining from streams of linked graph structured data. Peter M.Fischer, Gustavo Alonso, Marcelo Arenas, Floris Geerts (Eds.): 18th International Conference on Extending Database Technology / 18th International Conference on Database Theory (EDBT/ICDT 2015) Joint Conference Workshops - Linked Web Data Management (LWDM), Brussels, Belgium, 27 March 2015(CEUR-WS 1330): 237-244 [CEUR-WS]

  2. 2014

  3. Carson Kai-Sang Leung, Richard Kyle MacKinnon, Syed K. Tanbeer: Fast algorithms for frequent itemset mining from uncertain data. Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu (Eds.): 14th IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China, 14-17 December 2014: 893-898. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-4302-9 IEEE ICDM 2014

  4. Fan Jiang, Carson Kai-Sang Leung: A business intelligence solution for frequent pattern mining on social networks. Zhi-Hua Zhou, Wei Wang, Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu (Eds.): 14th IEEE International Conference on Data Mining (ICDM 2014) Workshops - Fifth International Workshop on Business Applications of Social Network Analysis (BASNA), Shenzhen, China, 14 December 2014: 789-796. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-4274-9

  5. Richard Kyle MacKinnon, Teagan D. Strauss, Carson Kai-Sang Leung: DISC: efficient uncertain frequent pattern mining with tightened upper bounds. Zhi-Hua Zhou, Wei Wang, Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu (Eds.): 14th IEEE International Conference on Data Mining (ICDM 2014) Workshops - Workshop on Scalable Data Analytics: Theory and Applications (SDA), Shenzhen, China, 14 December 2014: 1038-1045. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-4274-9

  6. Carson Kai-Sang Leung, Fan Jiang: A data science solution for mining interesting patterns from uncertain big data. Jinjun Chen, Laurence T. Yang (Eds.): Fourth IEEE International Conference on Big Data and Cloud Computing (BDCloud 2014), Sydney, Australia, 3-5 December 2014: 235-242. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-6719-3

  7. Fan Jiang, Carson Kai-Sang Leung, Dacheng Liu, Aaron M. Peddle: Discovery of really popular friends from social networks. Jinjun Chen, Laurence T. Yang (Eds.): Fourth IEEE International Conference on Big Data and Cloud Computing (BDCloud 2014) / Seventh IEEE International Conference on Social Computing and Networking (SocialCom 2014), Sydney, Australia, 3-5 December 2014: 342-349. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-6719-3

  8. Wookey Lee, Carson Kai-Sang Leung, Justin JongSu Song: Reducing noises for recall-oriented patent retrieval. Jinjun Chen, Laurence T. Yang (Eds.): Fourth IEEE International Conference on Big Data and Cloud Computing (BDCloud 2014) / Seventh IEEE International Conference on Social Computing and Networking (SocialCom 2014), Sydney, Australia, 3-5 December 2014: 579-586. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-6719-3

  9. Carson Kai-Sang Leung: Uncertain frequent pattern mining. Charu C. Aggarwal, Jiawei Han (Eds.): Frequent Pattern Mining: 417-453 (ch.14) Heidelberg, Germany: Springer (October 2014) ISBN 978-3-319-07820-5

  10. Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Richard Kyle MacKinnon, Syed K. Tanbeer: A tree-based algorithm for mining diverse social entities. Procedia Computer Science 35, special issue of KES 2014: 223-232 (2014)

  11. Carson K. Leung, Richard Kyle MacKinnon, Syed K. Tanbeer: Tightening upper bounds to the expected support for uncertain frequent pattern mining. Piotr Jędrzejowicz, Ireneusz Czarnowski, Robert J. Howlett and Lakhmi C. Jain (Eds.): Procedia Computer Science 35, special issue of 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems (KES 2014), Gdynia, Poland, 15-17 September 2014: 328-337. Elsevier (2014)

  12. Peter Braun, Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson K. Leung: Effectively and efficiently mining frequent patterns from dense graph streams on disk. Piotr Jędrzejowicz, Ireneusz Czarnowski, Robert J. Howlett and Lakhmi C. Jain (Eds.): Procedia Computer Science 35, special issue of 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems (KES 2014), Gdynia, Poland, 15-17 September 2014: 338-347. Elsevier (2014)

  13. Carson K. Leung, Kyle W. Joseph: Sports data mining: predicting results for the college football games. Piotr Jędrzejowicz, Ireneusz Czarnowski, Robert J. Howlett and Lakhmi C. Jain (Eds.): Procedia Computer Science 35, special issue of 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems (KES 2014), Gdynia, Poland, 15-17 September 2014: 710-719. Elsevier (2014)

  14. Alfredo Cuzzocrea, Fan Jiang, Wookey Lee, Carson K. Leung: Efficient frequent itemset mining from dense data streams. Lei Chen, Yan Jia, Timos Sellis, Guanfeng Liu (Eds.): Web Technologies and Applications, 16th Asia-Pacific Web Conference (APWeb 2014), Changsha, China, 5-7 September 2014 (LNCS 8709): 593-601. Heidelberg, Germany: Springer. ISBN 978-3-319-11115-5

  15. Carson Kai-Sang Leung, Richard Kyle MacKinnon: BLIMP: a compact tree structure for uncertain frequent pattern mining. Ladjel Bellatreche, Mukesh K. Mohania (Eds.): Data Warehousing and Knowledge Discovery, 16th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2014), Munich, Germany, 2-4 September 2014 (LNCS 8646): 115-123. Heidelberg, Germany: Springer. ISBN 978-3-319-10159-0

  16. Fan Jiang, Carson Kai-Sang Leung: Mining interesting "following" patterns from social networks. Ladjel Bellatreche, Mukesh K. Mohania (Eds.): Data Warehousing and Knowledge Discovery, 16th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2014), Munich, Germany, 2-4 September 2014 (LNCS 8646): 308-319. Heidelberg, Germany: Springer. ISBN 978-3-319-10159-0

  17. Carson Kai-Sang Leung, Richard Kyle MacKinnon, Yang Wang: A machine learning approach for stock price prediction. Ana Almeida, Jorge Bernardino, Elsa Ferreira Gomes (Eds.): 18th International Database Engineering & Applications Symposium (IDEAS 2014), Porto, Portugal, July 7-9, 2014: 274-277. New York, NY, USA: ACM. ISBN978-1-4503-2627-8

  18. Carson Kai-Sang Leung, Richard Kyle MacKinnon, Fan Jiang: Reducing the search space for big data mining for interesting patterns from uncertain data. Peter Chen, Hemant Jain (Eds.): 2014 IEEE International Congress on Big Data (IEEE BigData Congress 2014), Anchorage, AK, USA, 27 June-2 July 2014: 315-322. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-5057-7

  19. Alfredo Cuzzocrea, Carson K. Leung, Richard Kyle MacKinnon: Mining constrained frequent itemsets from distributed uncertain data. Alfredo Cuzzocrea (Ed.): Future Generation Computer Systems (FGCS) 37, special issue on innovative methods and algorithms for advanced data-intensive computing: 117-126 (July 2014) Elsevier

  20. Richard Kyle MacKinnon, Carson Kai-Sang Leung, Syed K. Tanbeer: A scalable data analytics algorithm for mining frequent patterns from uncertain data. Wen-Chih Peng, Haixun Wang, James Bailey, Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen (Eds.): Trends and Applications in Knowledge Discovery and Data Mining, 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2014) International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA - Scalable Data Analytics: Theory and Applications (SDA), Tainan, Taiwan, 13-16 May 2014. Revised selected papers (LNAI 8643): 404-416. . Heidelberg, Germany: Springer. ISBN 978-3-319-13185-6

  21. Fan Jiang, Carson Kai-Sang Leung, Richard Kyle MacKinnon: BigSAM: mining interesting patterns from probabilistic databases of uncertain big data. Wen-Chih Peng, Haixun Wang, James Bailey, Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen (Eds.): Trends and Applications in Knowledge Discovery and Data Mining, 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2014) International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA - Pattern Mining and Application of Big Data (BigPMA), Tainan, Taiwan, 13-16 May 2014. Revised selected papers (LNAI 8643): 780-792. Heidelberg, Germany: Springer. ISBN 978-3-319-13185-6

  22. Carson Kai-Sang Leung, Richard Kyle MacKinnon, Fan Jiang: Distributed uncertain data mining for frequent patterns satisfying anti-monotonic constraints. Leonard Barolli, Kin Fun Li, Tomoya Enokido, Fatos Xhafa, Makoto Takizawa (Eds.): 28th International Conference on Advanced Information Networking and Applications (AINA 2014) Workshops - Seventh International Workshop on Bio and Intelligent Computing (BICom), Victoria, BC, Canada, 13-16 May 2014: 1-6. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-1-4799-2652-7

  23. Syed K. Tanbeer, Carson K. Leung, Juan J. Cameron: Interactive mining of strong friends from social networks and its applications in e-commerce. Jinjun Chen, Jianxun Liu (Eds.): Journal of Organizational Computing and Electronic Commerce (JOCEC) 24(2-3), special issue on social computing and social networks: 157-173 (2014 Q2-3:Feb) Taylor & Francis [T&F]

  24. Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson K. Leung: Frequent pattern mining from dense graph streams. K. Selçuk Candan, Sihem Amer-Yahia, Nicole Schweikardt, Vassilis Christophides, Vincent Leroy (Eds.): 17th International Conference on Extending Database Technology / 17th International Conference on Database Theory (EDBT/ICDT 2014) Joint Conference Workshops - Querying Graph Structured Data (GraphQ), Athens, Greece, 28 March 2014 (CEUR-WS 1133): 240-247 [CEUR-WS]

  25. Alfredo Cuzzocrea, Carson K. Leung, Syed K. Tanbeer: Mining of diverse social entities from linked data. K. Selçuk Candan, Sihem Amer-Yahia, Nicole Schweikardt, Vassilis Christophides, Vincent Leroy (Eds.): 17th International Conference on Extending Database Technology / 17th International Conference on Database Theory (EDBT/ICDT 2014) Joint Conference Workshops - Linked Web Data Management (LWDM), Athens, Greece, 28 March 2014 (CEUR-WS 1133): 269-274 [CEUR-WS]

3. Carson Kai-Sang Leung: Big data mining and analytics. John Wang (Ed.): Encyclopedia of Business Analytics and Optimization: 328-337 (ch.30) Hershey, PA, USA: IGI Global (February 2014) ISBN 978-1-4666-5202-6

• 1. Carson Kai-Sang Leung, Syed K. Tanbeer, Juan J. Cameron: Interactive discovery of influential friends from social networks. Social Network Analysis and Mining 4(1), special issue of CASoN 2012: art.154 (13 pages) Springer Vienna (February 2014)

  2. 2013

  3. Carson K. S. Leung, Christopher L. Carmichael, Patrick Johnstone, David Sonny Hung-Cheung Yuen: Interactive visual analytics of databases and frequent sets. International Journal of Information Retrieval Research (IJIRR) 3(4): 120-140 (art. 7) Hershey, PA, USA: IGI Global (October-December 2013)

  4. Fan Jiang, Carson Kai-Sang Leung: Stream mining of frequent patterns from delayed batches of uncertain data. Ladjel Bellatreche, Mukesh K. Mohania (Eds.): Data Warehousing and Knowledge Discovery, 15th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2013), Prague, Czech Republic, 26-29 August 2013 (LNCS 8057): 209-221. Heidelberg, Germany: Springer. ISBN 978-3-642-40130-5

4. Carson Kai-Sang Leung: Mining frequent itemsets from probabilistic datasets. Fifth International Conference on Emerging Databases (EDB 2013), Jeju Island, South Korea, 19-21 August 2013: 137-148

• 1. Syed Khairuzzaman Tanbeer, Fan Jiang, Carson Kai-Sang Leung, Richard Kyle MacKinnon, Irish J.M. Medina: Finding groups of friends who are significant across multiple domains in social networks. Fifth International Conference on Computational Aspects of Social Networks (CASoN 2013), Fargo, ND, USA, 12-14 August 2013: 21-26. Piscataway, NJ, USA: IEEE. ISBN 978-1-4799-1407-4 [MIR Labs]

  2. Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson K. Leung: Mining frequent itemsets from sparse data streams in limited memory environments. Jianyong Wang, Hui Xiong, Yoshiharu Ishikawa, Jianliang Xu, Junfeng Zhou (Eds.): Web-Age Information Management, 14th International Conference on Web-Age Information Management (WAIM 2013), Beidaihe, China, 14-16 June 2013 (LNCS 7923): 51-57. Heidelberg, Germany: Springer. ISBN 978-3-642-38561-2

  3. Carson Kai-Sang Leung, Yaroslav Hayduk: Mining frequent patterns from uncertain data with MapReduce for big data analytics. Weiyi Meng, Ling Feng, Stéphane Bressan, Werner Winiwarter, Wei Song (Eds.): Database Systems for Advanced Applications, 18th International Conference on Database Systems for Advanced Applications (DASFAA 2013), Wuhan, China, 22-25 April 2013, Part I (LNCS 7825): 440-455. Heidelberg, Germany: Springer. ISBN 978-3-642-37486-9

  4. Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer: PUF-tree: a compact tree structure for frequent pattern mining of uncertain data. Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu (Eds.): Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), Gold Coast, Australia, 14-17 April 2013, Part I (LNAI 7818): 13-25. Heidelberg, Germany: Springer. ISBN 978-3-642-37452-4

  5. Anna Fariha, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung, S. M. Abdullah, Longbing Cao: Mining frequent patterns from human interactions in meetings using directed acyclic graphs. Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu (Eds.): Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), Gold Coast, Australia, 14-17 April 2013, Part I (LNAI 7818): 38-49. Heidelberg, Germany: Springer. ISBN 978-3-642-37452-4

  6. Syed Khairuzzaman Tanbeer, Carson Kai-Sang Leung: Finding diverse friends in social networks. Yoshiharu Ishikawa, Jianzhong Li, Wei Wang, Rui Zhang, Wenjie Zhang (Eds.):

  7. Web Technologies and Applications, 15th Asia-Pacific Web Conference (APWeb 2013), Sydney, Australia, 4-6 April 2013 (LNCS 7808): 301-309 . Heidelberg, Germany: Springer. ISBN 978-3-642-37400-5

  8. Juan J. Cameron, Alfredo Cuzzocrea, Carson K. Leung: Stream mining of frequent sets with limited memory. Dongwan Shin (Ed): 28th Annual ACM Symposium on Applied Computing (ACM SAC 2013) - Volume I: Artificial intelligence & agents, distributed systems, and information systems: Data mining (DM) track, Coimbra, Portugal, 18-22 March 2013: 173-175. New York, NY, USA: ACM. ISBN 978-1-4503-1656-9

  9. Carson Kai-Sang Leung, Alfredo Cuzzocrea, Fan Jiang: Discovering frequent patterns from uncertain data streams with time-fading and landmark models. Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal (Eds.): LNCS Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS) VIII (LNCS 7790), special issue on advances in data warehousing and knowledge discovery: 174-196. Heidelberg, Germany: Springer (2013) ISBN 978-3-642-37573-6

  10. Carson K.-S. Leung, Irish J. M. Medina, Syed K. Tanbeer: Analyzing social networks to mine important friends. Guandong Xu, Lin Li (Eds.): Social Media Mining and Social Network Analysis: Emerging Research: 90-104 (ch.6) (January 2013) Hershey, PA, USA: IGI Global. ISBN 978-1-4666-2806-9

  11. 2012

  12. Alfredo Cuzzocrea, Carson K. Leung: Efficiently compressing OLAP data cubes via R-tree based recursive partitions. Li Chen, Alexander Felfernig, Jiming Liu, Zbigniew W. Raś (Eds.): Foundations of Intelligent Systems, 20th International Symposium on Methodologies for Intelligent Systems (ISMIS 2012), Macau, China, 4-7 December 2012 (LNAI 7661): 455-465. Heidelberg, Germany: Springer. ISBN 978-3-642-34623-1

  13. Syed K. Tanbeer, Carson Kai-Sang Leung, Juan J. Cameron: DIFSoN: discovering influential friends from social networks. Ajith Abraham, Andre Carvalho, Juan Corchado, Massimiliano Rak, Paulo Novais, Sang-Yong Han, Vaclav Snasel, Zhao Liang (Eds.): Fourth International Conference on Computational Aspects of Social Networks (CASoN 2012), Sao Carlos, Brazil, 21-23 November 2012: 120-125. Piscataway, NJ, USA: IEEE. ISBN 978-1-4673-4793-8

  14. Fan Jiang, Carson Kai-Sang Leung, Syed K. Tanbeer: Finding popular friends in social networks. Jianxun Liu, Jinjun Chen, Guandong Xu (Eds.): Second International Conference on Cloud and Green Computing (CGC 2012) / Second International Conference on Social Computing and Its Applications (SCA 2012), Xiangtan, Hunan, China, 1-3 November 2012: 501-508. Piscataway, NJ, USA: IEEE. ISBN 978-1-4673-3027-5

  15. Wookey Lee, Carson Kai-Sang Leung, Justin Jongsu Song, Chris Soo-Hyun Eom: A network-flow based influence propagation model for social networks. Jianxun Liu, Jinjun Chen, Guandong Xu (Eds.): Second International Conference on Cloud and Green Computing (CGC 2012) / Second International Conference on Social Computing and Its Applications (SCA 2012), Xiangtan, Hunan, China, 1-3 November 2012: 601-608. Piscataway, NJ, USA: IEEE. ISBN 978-1-4673-3027-5. Best Paper of SCA 2012

  16. Bhavek P. Budhia, Alfredo Cuzzocrea, Carson K. Leung: Vertical frequent pattern mining from uncertain data. Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett, Lakhmi C. Jain (Eds.): Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 16th International Conference in Knowledge Based and Intelligent Information & Engineering Systems (KES 2012), San Sebastian, Spain, 10-12 September 2012 (Frontiers in Artificial Intelligence and Applications, Vol. 243): 1273-1282. Amsterdam, Netherlands: IOS Press 2012, ISBN 978-1-61499-104-5

  17. Nidhi R. Arora, Wookey Lee, Carson Kai-Sang Leung, Jinho Kim, Harshit Kumar: Efficient fuzzy ranking for keyword search on graphs. Stephen W. Liddle, Klaus-Dieter Schewe, A Min Tjoa, Xiaofang Zhou (Eds.): Database and Expert Systems Applications, 23rd International Conference on Database and Expert Systems Applications (DEXA 2012), Vienna, Austria, 3-6 September 2012, Part I (LNCS 7446): 502-510. Heidelberg, Germany: Springer. ISBN 978-3-642-32599-1

  18. Carson Kai-Sang Leung, Syed K. Tanbeer: Mining popular patterns from transactional databases. Alfredo Cuzzocrea, Umeshwar Dayal (Eds.): Data Warehousing and Knowledge Discovery, 14th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2012), Vienna, Austria, 3-6 September 2012 (LNCS 7448): 291-302. Heidelberg, Germany: Springer. ISBN 978-3-642-32583-0

  19. Carson Kai-Sang Leung, Fan Jiang, Lijing Sun, Yan Wang: A constrained frequent pattern mining system for handling aggregate constraints. Bipin C. Desai, Jaroslav Pokorny, Jorge Bernardino (Eds.): 16th International Database Engineering & Applications Symposium (IDEAS 2012), Prague, Czech Republic, 8-10 August 2012: 14-23. New York, NY, USA: ACM. ISBN 978-1-4503-1234-9

  20. Carson Kai-Sang Leung, Syed K. Tanbeer, Bhavek P. Budhia, Lauren C. Zacharias: Mining probabilistic datasets vertically. Bipin C. Desai, Jaroslav Pokorny, Jorge Bernardino (Eds.): 16th International Database Engineering & Applications Symposium (IDEAS 2012), Prague, Czech Republic, 8-10 August 2012: 199-204. New York, NY, USA: ACM. ISBN 978-1-4503-1234-9

  21. Alfredo Cuzzocrea, Carson K. Leung: Frequent itemset mining of distributed uncertain data under user-defined constraints. Nicola Ferro, Letizia Tanca (Eds.): 12th Italian Symposium on Advanced Database Systems (Sistemi Evoluti per Basi di Dati - SEBD 2012), Venice, Italy, 24-27 June 2012: 243-250. Padova, Italy: Edizioni Libreria Progetto. ISBN 978-88-96477-23-6 [UniPD]

  22. Carson Kai-Sang Leung, Fan Jiang: RadialViz: An orientation-free frequent pattern visualizer. Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey (Eds.): Advances in Knowledge Discovery and Data Mining, 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), Kuala Lumpur, Malaysia, 29 May-1 June 2012, Part II (LNAI 7302): 322-334. Heidelberg, Germany: Springer. ISBN 978-3-642-30219-0

  23. Carson Kai-Sang Leung, Syed K. Tanbeer: Fast tree-based mining of frequent itemsets from uncertain data. Sang-goo Lee, Zhiyong Peng, Xiaofang Zhou, Yang-Sae Moon, Rainer Unland, Jaesoo Yoo (Eds.): Database Systems for Advanced Applications, 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012), Busan, South Korea, 15-19 April 2012, Part I (LNCS 7238): 272-287. Heidelberg, Germany: Springer. ISBN 978-3-642-29037-4

  24. Carson Kai-Sang Leung, Syed K. Tanbeer: Mining social networks for significant friend groups. Hwanjo Yu, Ge Yu, Wynne Hsu, Yang-Sae Moon, Rainer Unland, Jaesoo Yoo (Eds.): Database Systems for Advanced Applications, 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012) Workshops: FlashDB, ITEMS, SNSM, SIM3, DQDI - Third International Workshop on Social Networks and Social Web Mining (SNSM), Busan, South Korea, 15-19 April 2012 (LNCS 7240): 180-192. Heidelberg, Germany: Springer. ISBN 978-3-642-29022-0

  25. Carson Kai-Sang Leung, Lijing Sun: A new class of constraints for constrained frequent pattern mining. Dongwan Shin (Ed.): 27th Annual ACM Symposium on Applied Computing (SAC 2012), Riva del Garda, Trento, Italy, 26-30 March 2012: 199-204. New York, NY, USA: ACM. ISBN 978-1-4503-0857-1

  26. 2011

  27. Juan J. Cameron, Carson Kai-Sang Leung, Syed K. Tanbeer: Finding strong groups of friends among friends in social networks. Jinjun Chen, Wanchun Dou, Jianxun Liu, Laurence T. Yang, Jianhua Ma (Eds.): IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing (IEEE DASC 2011) - First International Conference on Social Computing and Its Applications (SCA), Sydney, Australia, 12-14 December 2011: 824-831. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-0-7695-4612-4

  28. Carson Kai-Sang Leung, Fan Jiang, Pourang P. Irani: FpMapViz: A space-filling visualization for frequent patterns. Myra Spiliopoulou, Haixun Wang, Diane Cook, Jian Pei, Wei Wang, Osmar Zaïane, Xindong Wu (Eds.): IEEE 11th International Conference on Data Mining (IEEE ICDM 2011) Workshops - Large Scale Visual Analytics (LSVA), Vancouver, BC, Canada, 11 December 2011: 804-811. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-0-7695-4409-0

  29. Christopher L. Carmichael, Yaroslav Hayduk, Carson Kai-Sang Leung: Visually contrast two collections of frequent patterns. Myra Spiliopoulou, Haixun Wang, Diane Cook, Jian Pei, Wei Wang, Osmar Zaïane, Xindong Wu (Eds.): IEEE 11th International Conference on Data Mining (IEEE ICDM 2011) Workshops - Contrast Data Mining and Applications (ContrastDM), Vancouver, BC, Canada, 11 December 2011: 1128-1135. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-0-7695-4409-0

  30. Alfredo Cuzzocrea, Carson K. Leung: Distributed mining of constrained frequent sets from uncertain data. Yang Xiang, Alfredo Cuzzocrea, Michael Hobbs, Wanlei Zhou (Eds.): Algorithms and Architectures for Parallel Processing, 11th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2011), Melbourne, Australia, 24-26 October 2011, Part I (LNCS 7016): 40-53. Heidelberg, Germany: Springer. ISBN 978-3-642-24649-4

  31. Carson Kai-Sang Leung, Fan Jiang, Yaroslav Hayduk: A landmark-model based system for mining frequent patterns from uncertain data streams. Jorge Bernardino, Isabel Cruz, Bipin C. Desai (Eds.): 15th International Database Engineering and Applications Symposium (IDEAS 2011), Lisbon, Portugal, 21-27 September 2011: 249-250. New York, NY, USA: ACM. ISBN 978-1-4503-0627-0

  32. Nihad K. Chowdhury, Carson K.-S. Leung: Improved travel time prediction algorithms for intelligent transportation systems. Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain (Eds.): Knowlege-Based and Intelligent Information and Engineering Systems, 15th International Conference on Knowlege-Based and Intelligent Information & Engineering Systems (KES 2011), Kaiserslautern, Germany, 12-14 September 2011, Part II (LNAI 6882): 355-365. Heidelberg, Germany: Springer. ISBN 978-3-642-23862-8

  33. Carson Kai-Sang Leung, Fan Jiang: Frequent pattern mining from time-fading streams of uncertain data. Alfredo Cuzzocrea, Umeshwar Dayal (Eds.): Data Warehousing and Knowledge Discovery, 13th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2011), Toulouse, France, 29 August-2 September 2011(LNCS 6862): 252-264. Heidelberg, Germany: Springer. ISBN 978-3-642-23543-6

  34. Carson Kai-Sang Leung, Christopher L. Carmichael, Eu Wern Teh: Visual analytics of social networks: mining and visualizing co-authorship networks. Dylan Schmorrow, Cali M. Fidopiastis (Eds.): Foundations of Augmented Cognition: Directing the Future of Adaptive Systems, Sixth International Conference on Foundations of Augmented Cognition (FAC 2011) held as part of HCI International 2011 (HCII 2011, Vol. 20), Orlando, FL, USA, 9-14 July 2011 (LNAI 6780): 335-345. Heidelberg, Germany: Springer. ISBN 978-3-642-21851-4

  35. Carson Kai-Sang Leung: Mining uncertain data. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (WIDM) 1(4): 316-329 (July/August 2011)

  36. Wookey Lee, Carson K.-S. Leung, James J.H. Lee: Mobile web navigation in digital ecosystems using rooted directed trees. Elizabeth Chang, Tharam S. Dillon, Ernesto Damiani, Milos Manic, Achim P. Karduck, Marc Kuster, Alex Talevski, Sergiu-Dan Stan, Stig Petersen (Eds.): IEEE Transactions on Industrial Electronics (TIE) 58(6), special issue on digital ecosystems and cyber engineering: 2154-2162 (June 2011)

5. Juan J. Cameron, Carson K. Leung: Mining frequent patterns from precise and uncertain data. Computing and System Journal (Revista de Sistemas e Computação - RSC) 1(1): 3-22 (January-June 2011) ISSN 2237-2903 [UniFacS]

• 1. Wookey Lee, Justin JongSu Song, Carson K.-S. Leung: Categorical data skyline using classification tree. Xiaoyong Du, Wenfei Fan, Jianmin Wang, Zhiyong Peng, Mohamed A. Sharaf (Eds.): Web Technologies and Applications, 13th Asia-Pacific Web Conference, (APWeb 2011), Beijing, China, 18-20 April 2011 (LNCS 6612): 181-187. Heidelberg, Germany: Springer. ISBN 978-3-642-20290-2

  2. Carson Kai-Sang Leung, Fan Jiang: Frequent itemset mining of uncertain data streams using the damped window model. Dongwan Shin (Ed.): 2011 ACM Symposium on Applied Computing (ACM SAC 2011) - Artificial intelligence & agents, information systems, and software development: Data mining (DM) track, TaiChung, Taiwan, 21-24 March 2011: 950-955. New York, NY, USA: ACM. ISBN 978-1-4503-0113-8

  3. Carson Kai-Sang Leung, Lijing Sun: Equivalence class transformation based mining of frequent itemsets from uncertain data. Dongwan Shin (Ed.): 2011 ACM Symposium on Applied Computing (ACM SAC 2011) - Artificial intelligence & agents, information systems, and software development: Data mining (DM) track, TaiChung, Taiwan, 21-24 March 2011: 983-984. New York, NY, USA: ACM. ISBN 978-1-4503-0113-8

6. Carson K.-S. Leung, Christopher L. Carmichael: iVAS: An interactive visual analytic system for frequent set mining. Qingyu Zhang, Richard S. Segall, Mei Cao (Eds.): Visual Analytics and Interactive Technologies: Data, Text and Web Mining Applications: 213-231 (ch.13) Hershey, PA, USA: IGI Global (October 2010, ©2011) ISBN 978-1-60960-102-7 [ebrary]

• 1. 2010

  2. Hossein Pourreza, Sergio Camorlinga, Carson K.-S. Leung, Bruce D. Martin: An information and communication technology system to support rural healthcare delivery. Tiffany C. Veinot, Ümit V. Çatalyürek, Gang Luo, Henrique Andrade, Neil R. Smalheiser (Eds.): First ACM International Health Informatics Symposium (ACM IHI 2010), Arlington, VA, USA, 11-12 November 2010: 440-444. New York, NY, ACM. ISBN 978-1-4503-0030-8

  3. Carson Kai-Sang Leung, Christopher L. Carmichael: Exploring social networks: A frequent pattern visualization approach. Second IEEE International Conference on Social Computing (IEEE SocialCom 2010), Minneapolis, MN, USA, 20-22 August 2010: 419-424. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-0-7695-4211-9

  4. Carson Kai-Sang Leung, Dale A. Brajczuk: uCFS₂: An enhanced system that mines uncertain data for constrained frequent sets. Bipin C. Desai (Ed.): 14th International Database Engineering and Applications Symposium (IDEAS 2010), Montreal, QC, Canada, 16-18 August 2010: 32-37. New York, NY, ACM. ISBN 978-1-60558-900-8

7. Christopher L. Carmichael, Carson Kai-Sang Leung: CloseViz: visualizing useful patterns. Bart Goethals, Nikolaj Tatti, Jilles Vreeken (Eds.): ACM SIGKDD Workshop on Useful Patterns 2010 (KDD-UP'10), Washington, DC, USA, 25 July 2010: 17-26. New York, NY, ACM. ISBN 978-1-4503-0216-6

• 1. Bipin C. Desai, Carson K. Leung, Sudhir P. Mudur (Eds.): Proceedings of the Third C* Conference on Computer Science & Software Engineering (C3S2E 2010), Montréal, QC, Canada, 19-20 May 2010. New York, NY, ACM. ISBN 978-1-60558-901-5 [ACM]

  2. Carson Kai-Sang Leung, Boyu Hao, Dale A. Brajczuk: Mining uncertain data for frequent itemsets that satisfy aggregate constraints. Dongwan Shin (Ed.): 2010 ACM Symposium on Applied Computing (ACM SAC 2010) - Data Mining track, Sierre, Switzerland, 22-26 March 2010: 1034-1038. New York, NY, ACM. ISBN 978-1-60558-639-7

  3. Carson Kai-Sang Leung, Boyu Hao, Fan Jiang: Constrained frequent itemset mining from uncertain data streams. IEEE 26th International Conference on Data Engineering (IEEE ICDE 2010) Workshops - Second Workshop on Management and Mining of Uncertain Data (MOUND), Long Beach, CA, USA, 1-6 March 2010: 120-127. Piscataway, NJ, USA: IEEE. ISBN 978-1-4244-6522-4

  4. 2009

  5. Carson Kai-Sang Leung, Christopher L. Carmichael: FpVAT: A visual analytic tool for supporting frequent pattern mining. Kai Puolamäki, Alessio Bertone (Eds.): ACM SIGKDD Explorations 11(2), special issue on visual analytics and knowledge discovery: 39-48 (December 2009) [KDD]

  6. Carson Kai-Sang Leung, Dale A. Brajczuk: Efficient algorithms for the mining of constrained frequent patterns from uncertain data. ACM SIGKDD Explorations 11(2): 123-130 (December 2009) [KDD]

  7. Wookey Lee, James Jung-Hoon Lee, Young Kuk Kim, Carson Kai-Sang Leung: AnchorWoman: top-k structured mobile web search engine. David Cheung, Il-Yeol Song, Wesley Chu, Xiaohua Hu, Jimmy Lin, Jiexun Li, Zhiyong Peng (Eds.): 18th ACM Conference on Information and Knowledge Management (ACM CIKM 2009), Hong Kong, China, 2-6 November 2009: 2089-2090. New York, NY, USA: ACM. ISBN 978-1-60558-512-3

  8. Carson Kai-Sang Leung, Dale A. Brajczuk: Mining uncertain data for constrained frequent sets. Bipin C. Desai (Ed.): 13th International Database Engineering and Applications Symposium (IDEAS 2009), Cetraro, Calabria, Italy, 16-18 September 2009: 109-120. New York, NY, USA: ACM. ISBN 978-1-60558-402-7

  9. Carson Kai-Sang Leung: Anti-monotone constraints. Ling Liu, M. Tamer Özsu (Eds.): Encyclopedia of Database Systems: 98. Springer US (2009) ISBN 978-0-387-35544-3

  10. Carson Kai-Sang Leung: Convertible constraints. Ling Liu, M. Tamer Özsu (Eds.): Encyclopedia of Database Systems: 494-495. Springer US (2009) ISBN 978-0-387-35544-3

  11. Carson Kai-Sang Leung: Frequent itemset mining with constraints. Ling Liu, M. Tamer Özsu (Eds.): Encyclopedia of Database Systems: 1179-1183. Springer US (2009) ISBN 978-0-387-35544-3

  12. Carson Kai-Sang Leung: Monotone constraints. Ling Liu, M. Tamer Özsu (Eds.): Encyclopedia of Database Systems: 1769. Springer US (2009) ISBN 978-0-387-35544-3

  13. Carson Kai-Sang Leung: Succinct constraints. Ling Liu, M. Tamer Özsu (Eds.): Encyclopedia of Database Systems: 2876. Springer US (2009) ISBN 978-0-387-35544-3

  14. Carson Kai-Sang Leung, Dale A. Brajczuk: Efficient algorithms for mining constrained frequent patterns from uncertain data. Jian Pei, Lise Getoor, Ander de Keijzer (Eds.): ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data 2009 (KDD-U'09), Paris, France, 28 June 2009: 9-18. New York, NY, USA: ACM. ISBN 978-1-60558-675-5

  15. Carson Kai-Sang Leung, Christopher L. Carmichael: FpViz: A visualizer for frequent pattern mining. Kai Puolamäki, Heikki Mannila, Alessio Bertone, Silvia Miksch (Eds.): ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery 2009 (KDD-VAKD'09), Paris, France, 28 June 2009: 30-39. New York, NY, USA: ACM. ISBN 978-1-60558-670-0

  16. Bipin C. Desai, Carson K. Leung (Eds.): Proceedings of the Second Canadian Conference on Computer Science & Software Engineering (C3S2E 2009), Montréal, QC, Canada, 19-21 May 2009. New York, NY, USA: ACM. ISBN 978-1-60558-401-0 [ACM]

  17. Carson Kai-Sang Leung, Boyu Hao: Mining of frequent itemsets from streams of uncertain data. Yannis Ioannidis, Dik Lee, Raymond Ng (Eds.): 25th IEEE International Conference on Data Engineering (IEEE ICDE 2009), Shanghai, China, 29 March-2 April 2009: 1663-1670. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-0-7695-3545-6

8. Wookey Lee, Carson K.-S. Leung: Structural top-k web navigation with inclusive query. 2009 IEEE International Conference on Industrial Technology (IEEE ICIT 2009), Gippsland, VIC, Australia, 10-13 February 2009: 6 pages. IEEE. ISBN 978-1-4244-3506-7

9. Mark Anthony F. Mateo, Carson Kai-Sang Leung: CHARIOT: A comprehensive data integration and quality assurance model for agro-meteorological data. Chee-Yong Chan, Sanjay Chawla, Shazia Sadiq, Xiaofang Zhou, Vikram Pudi (Eds.): Data Quality and High-Dimensional Data Analysis, 13th International Conference on Database Systems for Advanced Applications (DASFAA 2008) Workshops - First International Workshop on Data Quality in Collaborative Information Systems, New Delhi, India, 19-22 March 2008: 21-41 (ch.3) (February 2009) ISBN 978-981-4273-48-0 [ebrary]

• 1. Carson Kai-Sang Leung: Constraint-based association rule mining. John Wang (Ed.): Encyclopedia of Data Warehousing and Mining, Second Edition: 307-312 (ch.49) Hershey, PA, USA: IGI Global (August 2008, ©2009) ISBN 978-1-60566-010-3

  2. 2008

  3. Carson Kai-Sang Leung, Pourang P. Irani, Christopher L. Carmichael: WiFIsViz: Effective visualization of frequent itemsets. Fosca Giannotti, Dimitrios Gunopulos, Franco Turini, Carlo Zaniolo, Naren Ramakrishnan, Xindong Wu (Eds.): Eighth IEEE International Conference on Data Mining (IEEE ICDM 2008), Pisa, Italy, 15-19 December 2008: 875-880. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 978-0-7695-3502-9

  4. Carson Kai-Sang Leung, Dale A. Brajczuk, Jialiang Yu: Efficient algorithms for stream mining of constrained frequent patterns in a limited memory environment. Jorge Bernardino, Bipin C. Desai (Eds.): 12th International Database Engineering and Applications Symposium (IDEAS 2008), Coimbra, Portugal, 10-12 September 2008 (ACM International Conference Proceeding Series 299): 189-198. New York, NY, USA: ACM. ISBN 978-1-60558-188-0

  5. Carson Kai-Sang Leung, Dale A. Brajczuk: Efficient mining of frequent itemsets from data streams. Alex Gray, Keith Jeffery, Jianhua Shao (Eds.): Sharing Data, Information and Knowledge, 25th British National Conference on Databases (BNCOD 2008), Cardiff, UK, 7-10 July 2008 (LNCS 5071): 2-14. Heidelberg, Germany: Springer. ISBN 978-3-540-70503-1

  6. Carson Kai-Sang Leung, Pourang P. Irani, Christopher L. Carmichael: FIsViz: A frequent itemset visualizer. Takashi Washio, Einoshin Suzuki, Kai Ming Ting, Akihiro Inokuchi (Eds.): Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2008), Osaka, Japan, 20-23 May 2008 (LNAI 5012): 644-652. Heidelberg, Germany: Springer. ISBN 978-3-540-68124-3

  7. Carson Kai-Sang Leung, Mark Anthony F. Mateo, Dale A. Brajczuk: A tree-based approach for frequent pattern mining from uncertain data. Takashi Washio, Einoshin Suzuki, Kai Ming Ting, Akihiro Inokuchi (Eds.): Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2008), Osaka, Japan, 20-23 May 2008 (LNAI 5012): 653-661. Heidelberg, Germany: Springer. ISBN 978-3-540-68124-3

  8. Mark Anthony F. Mateo, Carson Kai-Sang Leung: Design and development of a prototype system for detecting abnormal weather observations. Bipin C. Desai (Ed.): Canadian Conference on Computer Science & Software Engineering (C³S²E 2008), Montreal, QC, Canada, 12-13 May 2008 (ACM International Conference Proceeding Series 290): 45-59. New York, NY, USA: ACM. ISBN 978-1-60558-101-9

  9. Boyu Hao, Carson Kai-Sang Leung, Sergio Camorlinga, Martin H. Reed, Martin K. Bunge, Jens Wrogemann, Rick J. Higgins: A computer-aided change detection system for paediatric acute intracranial haemorrhage. Bipin C. Desai (Ed.): Canadian Conference on Computer Science & Software Engineering (C³S²E 2008), Montreal, QC, Canada, 12-13 May 2008 (ACM International Conference Proceeding Series 290): 109-111. New York, NY, USA: ACM. ISBN 978-1-60558-101-9

  10. 2007

  11. Carson Kai-Sang Leung, Christopher L. Carmichael, Boyu Hao: Efficient mining of frequent patterns from uncertain data. Anthony K.H. Tung, Qiuming Zhu, Naren Ramakrishnan, Osmar R. Zaïane, Yong Shi, Christopher W. Clifton, Xindong Wu (Eds.): Seventh IEEE International Conference on Data Mining (IEEE ICDM 2007) Workshops - Data Mining on Uncertain Data (DUNE), Omaha, NE, USA, 28-31 October 2007: 489-494. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-3033-8

  12. Carson Kai-Sang Leung, Mark Anthony F. Mateo, Andrew J. Nadler: An effective multi-layer model for controlling the quality of data. Bipin C. Desai, Ken Barker (Eds.): 11th International Database Engineering and Applications Symposium (IDEAS 2007), Banff, AB, Canada, 6-8 September 2007: 28-36. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-2947-X

10. Carson K.-S. Leung, Mark A. F. Mateo, Andrew J. Nadler: CAMEL: An intelligent computational model for agro-meteorological data. 2007 International Conference on Machine Learning and Cybernetics (ICMLC 2007, Vol. 4) Hong Kong, China, 19-22 August 2007: 1960-1965. Piscataway, NJ, USA: IEEE. ISBN 978-1-4244-0973-0

• 1. Carson Kai-Sang Leung, Quamrul I. Khan, Zhan Li, Tariqul Hoque: CanTree: A canonical-order tree for incremental frequent-pattern mining. Knowledge and Information Systems (KAIS) 11(3): 287-311. Springer-Verlag London (April 2007)

  2. 2006

  3. Carson Kai-Sang Leung, Quamrul I. Khan: DSTree: A tree structure for the mining of frequent sets from data streams. Christopher W. Clifton, Ning Zhong, Jiming Liu, Benjamin W. Wah, Xindong Wu (Eds.), Sixth International Conference on Data Mining (IEEE ICDM 2006), Hong Kong, China, 18-22 December 2006: 928-932. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-2701-9

  4. Carson Kai-Sang Leung, Quamrul I. Khan, Boyu Hao: Distributed mining of constrained patterns from wireless sensor data. 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (IEEE/WIC/ACM WI-IAT 2006) Workshops - First International Workshop Intelligent Agents in Wireless Sensor Networks (IA-WSN), Hong Kong, China, 18-22 December 2006: 248-251. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-2749-3

  5. Carson Kai-Sang Leung, Quamrul I. Khan: Efficient mining of constrained frequent patterns from streams. Bipin C. Desai, S.K. Gupta (Eds): 10th International Database Engineering and Applications Symposium (IDEAS 2006), Delhi, India, 11-14 December 2006: 61-68. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-2577-6

  6. Carson Kai-Sang Leung, Ruppa K. Thulasiram, Dmitri A. Bondarenko: An efficient system for detecting outliers from financial time series. David Bell, Jun Hong (Eds.): Flexible and Efficient Information Handling, 23rd British National Conference on Databases (BNCOD 2006), Belfast, Northern Ireland, UK, 18-20 July 2006 (LNCS 4042): 190-198. Heidelberg, Germany: Springer. ISBN 3-540-35969-9

  7. Carson Kai-Sang Leung, Wookey Lee: Efficient update of data warehouse views with generalised referential integrity differential files. David Bell, Jun Hong (Eds.): Flexible and Efficient Information Handling, 23rd British National Conference on Databases (BNCOD 2006), Belfast, Northern Ireland, UK, 18-20 July 2006 (LNCS 4042): 199-211. Heidelberg, Germany: Springer. ISBN 3-540-35969-9

  8. 2005

  9. Carson Kai-Sang Leung, Quamrul I. Khan, Tariqul Hoque: CanTree: A tree structure for efficient incremental mining of frequent patterns. Jiawei Han, Benjamin W. Wah, Vijay Raghavan, Xindong Wu, Rajeev Rastogi (Eds.): Fifth IEEE International Conference on Data Mining (IEEE ICDM 2005), Houston, TX, USA, 27-30 November 2005: 274-281. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-2278-5

11. Carson K.-S. Leung, Ruppa K. Thulasiram, Dmitri A. Bondarenko: Using data mining techniques for detecting noises and pre-processing financial time series. Eighth Joint conference in Information Sciences (JCIS 2005, Vol. 2) - Fourth International Conference on Computational Intelligence in Economics and Finance (CIEF), Salt Lake City, UT, USA, 21-26 July 2005: 1138-1141. ISBN 978-1-6056-0322-3 [Proc]

• 1. Carson Kai-Sang Leung, Wookey Lee: Exploitation of referential integrity constraints for efficient update of data warehouse views. Mike Jackson, David Nelson, Sue Stirk (Eds.): Database: Enterprise, Skills and Innovation, 22nd British National Conference on Databases (BNCOD 2005), Sunderland, UK, 5-7 July 2005 (LNCS 3567): 98-110. Heidelberg, Germany: Springer. ISBN 3-540-26973-8

  2. 2004

  3. Carson Kai-Sang Leung: Interactive constrained frequent-pattern mining system. Bipin C. Desai, Jorge Bernardino (Eds.): Eighth International Database Engineering and Applications Symposium (IDEAS 2004), Coimbra, Portugal, 7-9 July 2004: 49-58. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-2168-1

  4. Carson Kai-Sang Leung: Dynamic FP-tree based mining of frequent patterns satisfying succinct constraints. Bart Kuijpers, Peter Revesz (Eds.): Constraint Databases, First International Symposium on Applications of Constraint Databases (CDB 2004), Paris, France, 12-13 June 2004 (LNCS 3074): 117-132. Heidelberg, Germany: Springer

  5. Carson Kai-Sang Leung: Efficient parallel mining of constrained frequent patterns. M. Rasit Eskicioglu (Ed.): 18th Annual Symposium on High Performance Computing Systems and Applications (HPCS 2004), Winnipeg, MB, Canada, 16-19 May 2004: 73-82. Department of Computer Science, University of Manitoba. ISBN 0-9735472-0-0

  6. 2003

  7. Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raymond T. Ng: Efficient dynamic mining of constrained frequent sets. ACM Transactions on Database Systems (TODS) 28(4): 337-389 (December 2003)

  8. 2002

  9. Carson Kai-Sang Leung, Laks V. S. Lakshmanan, Raymond T. Ng: Exploiting succinct constraints using FP-trees. Roberto J. Bayardo Jr. (Ed.): ACM SIGKDD Explorations 4(1), special issue on constraints in data mining: 40-49 (June 2002) [KDD]

  10. Carson Kai-Sang Leung, Raymond T. Ng, Heikki Mannila: OSSM: A segmentation approach to optimize frequency counting. Rakesh Agrawal, Klaus Dittrich, Anne H.H. Ngu (Eds.): 18th International Conference on Data Engineering (IEEE ICDE 2002), San Jose, CA, USA, 26 February-1 March 2002: 583-592. Los Alamitos, CA, USA: IEEE Computer Society. ISBN 0-7695-1531-2

  11. 2000

  12. Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raymond T. Ng: The segment support map: Scalable mining of frequent itemsets. P.S. Bradley, Usama Fayyad, S. Sarawagi, K. Shim (Eds.): ACM SIGKDD Explorations 2(2), special issue on scalable data mining algorithms: 21-27 (December 2000) [KDD]

  13. 1998

  14. Kai-Sang Leung, Raymond Ng: Multiscale similarity matching for subimage queries of arbitrary size. Yannis Ioannidis, Wolfgang Klas (Eds.): Visual Database Systems 4 (VDB 4), IFIP TC2/WG 2.6 Fourth Working Conference on Visual Database Systems, L'Aquila, Italy, 27-29 May 1998 (IFIP Conference Proceedings Vol. 126): 243-264 (ch.21). London, UK: Chapman & Hall (1998) ISBN 0-412-84400-1 [UBC]

  15. Kai-Sang Leung, Raymond Ng: Multiresolution subimage similarity matching for large image databases. Ishwar K. Sethi, Ramesh C. Jain (Eds.): IS&T/SPIE Conference on Storage and Retrieval for Image and Video Databases VI, San Jose, CA, USA, 28-30 January 1998 (SPIE Proceedings Vol. 3312): 259-270. Bellingham, WA, USA: Society of Photo-optical Instrumentation Engineers (SPIE) (1998) ISBN 0-8194-2752-7 [UBC]