Papers published by Osmar R. Zaiane

Publications Publications

List of Publications by Osmar Zaïane
University of Alberta

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My Erdös number is 4 (Paul Erdös and Pavol Hell published together in 1989; Pavol Hell and Rajiv Motwani had a paper in 1999; Rajiv Motwani and Jiawei Han collaborated in 2002; My first paper with Jiawei Han was in 1995). Other paths of length 4 are Paul Erdös - Béla Bollobás - Heikki Manilla - Jiawei han - Me; Paul Erdös - Craig A. Tovey - Sven Koenig - Robert C. Holte - Me.
My h-number is 39 based on Google scholar on January 2013.

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2013 Peng Cao, Bo Li, Dazhe Zhao and Osmar Zaiane A novel cost sensitive neural network ensemble for multiclass imbalance data learning, International Joint Conference on Neural Networks (IJCNN), Dallas, Texas, USA, August 4-9, 2013
2013 Peng Cao, Dazhe Zhao and Osmar R. Zaiane, Measure optimized wrapper framework for multi-class imbalanced data learning: an empirical study, International Joint Conference on Neural Networks (IJCNN), Dallas, Texas, USA, August 4-9, 2013
2013 Peng Cao, Dazhe Zhao and Osmar R. Zaiane, Cost sensitive adaptive random subspace ensemble for computer-aided nodule detection, 26th IEEE International Symposium on Computer-Based Medical Systems (CBMS), Porto, Portugal, June 20-22, 2013
2013 Lengdong Wu, Hua He, Osmar R. Zaiane, Usability of Privacy Preservation for Health Data Publishing, 26th IEEE International Symposium on Computer-Based Medical Systems (CBMS), Porto, Portugal, June 20-22, 2013
2013 Peng Cao, Dazhe Zhao and Osmar R. Zaiane, Measure Oriented Cost-Sensitive SVM for 3D nodule detection, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, July 3-7, 2013
2013 Hamman W. Samuel, Osmar Zaiane, On Management of the Health Content Lifecycle, Journal of Public health Frontiers, accepted for publication (February 25, 2013)
2013 Douglas P. Gross, Jing Zhang, Ivan Steenstra, Susan Barnsley, Calvin Haws, Tyler Amell, Greg McIntosh, Juliette Cooper, Osmar R. Zaiane, Development of a Computer-Based Clinical Decision Support Tool for Selecting Appropriate Rehabilitation Interventions for Injured Workers, International Society for the Study of the Lumbar Spine (ISSLS) 41st Annual Meeting, Scottsdale, Arizona, May 13-17, 2013
2013 Douglas P. Gross, Jing Zhang, Ivan Steenstra, Susan Barnsley, Calvin Haws, Tyler Amell, Greg McIntosh, Juliette Cooper, Osmar Zaiane, Development of a computer-based clinical decision support tool for selecting appropriate rehabilitation interventions for injured workers, Journal of Occupational Rehabilitation (IF= 2.795) accepted for publication (February 15, 2013)
2013 Peng Cao, Dazhe Zhao, Osmar R. Zaiane, A Optimized Cost-Sensitive SVM for Imbalanced Data Learning, 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining(PAKDD), GoldCoast, Australia, 14-17 April, 2013
2013 Xiaoxiao Li, Jiyang Chen, Osmar R. Zaiane, Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters, 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining(PAKDD), GoldCoast, Australia, 14-17 April, 2013
2013 Peng Cao, Dazhe Zhao and Osmar Zaiane, A PSO-based Cost-Sensitive Neural Network for Imbalanced Data Classification, Biologically Inspired Techniques for Data Mining Workshop (BDM'13), in conjunction with PAKDD 2013, Gold Coast, Australia, April 14, 2013
2013 Jing Zhang, Douglas Gross and Osmar Zaiane, On the application of multi-class classification in physical therapy recommendation, Data Analytics for Targeted Healthcare workshop, in conjunction with PAKDD 2013, Gold Coast, Australia, April 14, 2013
2012 Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoff J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaiane, Top-10 Data Mining Case Studies, International Journal of Information Technology and Decision Making 11(2): 389-400, March 2012
2012 Stuart Johnson, Osmar Zaiane Intelligent Feedback Polarity and Timing Selection in the Shufti Intelligent Tutoring System, 20th International Conference on Computers in Education, ICCE 2012, Singapore, November 26 - 30, 2012
2012 Chaman Thapa, Osmar Zaiane, Davood Rafiei and Arya Sharma, Classifying Websites into Non-topical Categories, 14th International Conference on Data Warehousing and Knowledge Discovery(DaWaK 2012), Vienna, Austria, September 3 - 7, 2012
2012 Koosha Golmohammadi, Osmar R. Zaiane,Data Mining Applications for Fraud Detection in Securities Market, European Intelligence and Security Informatics Conference(EISIC 2012), Odense, Denmark, August 22-24, 2012
2012 Reihaneh Rabbany, Mansoreh Takaffoli, Justin Fagnan, Osmar R. Zaiane and Ricardo J. G. B. Campello, Relative Validity Criteria for Community Mining Algorithms, IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2012), Itanbul, Turkey, August 26-29, 2012
2012 Gross DP, Zhang J, Steenstra I, Cooper J, Barnsley S, Haws C, McIntosh G, Amell T, Zaiane O., Development of a computer-based decision-support tool using machine-learning strategies for selecting appropriate rehabilitation interventions. Odense International Forum XII Primary Care Research on Back Pain, Odense, Denmark, Oct. 16-19, 2012.
2012 Stuart Johnson, Osmar R. Zaiane, Deciding on Feedback Polarity and Timing, International Conference on Educational Data Mining (EDM), Greece, June, 2012
2012 Justin Fagnan, Osmar R. Zaiane, Randy Goebel, Visualizing Community Centric Network Layouts, 16th International Conference on Information Visualisation (IV2012), Montpellier, France, 10-13 July 2012
2012 Metanat HooshSadat, Samaneh Bayat, Parisa Naeimi, Mahdieh S. Mirian, Osmar R Zaiane, Finding Sequential Patterns in Probabilistic Data, 10th International FLINS Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making (FLINS 2012), Itanbul, Turkey, August 26-29, 2012
2012 Metanat HooshSadat, Osmar R Zaiane, An Associative Classifier For Uncertain Datasets, 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), pp 342-353, Kuala Lumpur, Malaysia, May 29 - June 1, 2012
2012 Hamman Samuel, Osmar R Zaiane, Jane Robertson Zaiane, Findability in Health Information Websites, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2012), Shenzhen, China, January 5-7, 2012
2012 Hamman Samuel, Osmar R Zaiane, PSST... Privacy, Safety, Security, and Trust in Health Information Websites, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2012), Shenzhen, China, January 5-7, 2012
2011 Reihaneh Rabbany K. and Osmar R. Zaiane, A Diffusion of Innovation-Based Closeness Measure for Network Associations, COMMPER Workshop on Mining Communities and People Recommenders, in conjunction with the IEEE International Conference on Data Mining (ICDM), Vancouver, Canada, December 2011
2011 Reihaneh Rabbany k., Mansoureh Takaffoli, and Osmar R. Zaiane, Social Network Analysis and Mining to Support the Assessment of Online Student Participation, ACM SIGKDD Explorations, Special Issue on Educational Data Mining, Vol 13, N 2, December 2011
2011 Mansoureh Takaffoli, Justin Fagnan, Farzad Sangi, Osmar R Zaiane, Tracking changes in dynamic information networks, International Conference on Computational Aspects of Social Networks (CASoN 2011), Salamanca, Spain, October 19-21, 2011
2011 Mansoureh Takaffoli, Farzad Sangi, Justin Fagnan, and Osmar R. Zaiane, Community Evolution Mining in Dynamic Social Networks, Procedia - Social and Behavioral Sciences, Vol.22, pp 49-58, January 2011
2011 Reihaneh Rabbany k., Eleni Stroulia, Osmar R Zaiane, Web Service Matching for RESTful Web Services, 13th IEEE International Symposium on Web Systems Evolution, Williamsburg, VA, USA, September 30, 2011
2011 Koosha Golmohammadi, Michael Smit, Osmar R. Zaiane, Learning Actions in Complex Software Systems, 13th International Conference on Data Warehousing and Knowledge Discovery(DaWaK 2011), Toulouse, France, August 29-Sept 2, 2011
2011 Chonghai Wang, Li-Yan Yuan, Jia H. You, Osmar R. Zaiane, Jian Pei, On Pruning for Top-K Ranking in Uncertain Databases, 37th International Conference on Very Large Data Bases (VLDB), Seattle, WA, USA, August 29-Sept 3, 2011, PVLDB Vol.4, N.10
2011 Yifeng Liu, Zhaochen Guo, Xiaodi Ke, Osmar R. Zaiane, Protein Subcellular Localization Prediction with Associative Classification and Multi-class SVM, ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM BCB), Chicago, IL, August 1-3, 2011
2011 Mansoureh Takaffoli, Farzad Sangi, Justin Fagnan, Osmar R. Zaiane, MODEC - Modeling and Detecting Evolutions of Communities, Fifth International AAAI Conference on Weblogs and Social Media (ICWSM 2011), Barcelona, Spain, July 17-21, 2011
2011 Reihaneh Rabbany k., Mansoureh Takaffoli, Osmar R. Zaiane, Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques, 4th International Conference on Educational Data Mining (EDM'11), Eindhoven, Netherlands, July 6-8, 2011
2011 Metanat HooshSadat, Hamman Samuel, Sonal Patel, Osmar R. Zaiane, Fastest Association Rule Mining Algorithm Predictor - FARM-AP, Fourth International C* Conference on Computer Science & Software Engineering, pp 43-50, Montreal, QC, Canada, 16-18 May 2011
2011 Hamman Samuel and Osmar Zaiane, HCMS: Conceptual Description of a Health Content Management System, 3rd International Workshop on Software Engineering in Health Care (SEHC 2011), in conjunction with the International Conference on Software Engineering (ICSE 2011), Honolulu, Hawaii, USA, May 22, 2011
2011 Xiaoyu Shi, Dahua Zeng, Yu Hu, Guohui Lin and Osmar Zaiane, Enhancement of Incremental Design for FPGAs Using Circuit Similarity International Symposium on Quality Electronic Design (ISQED), Santa Clara, CA, USA, March 14-16, 2011
2010 Jiyang Chen, Justin Fagnan, Randy Goebel, Reihaneh Rabbany, Farzad Sangi, Mansoureh Takaffoli, Eric Verbeek, Osmar R. Zaiane, Meerkat: Community Mining with Dynamic Social Networks IEEE International Conference on Data Mining (ICDM), Sydney, Australia, December 2010 (System prototype demonstration).
2010 Xiaoyu Shi, Dahua Zeng, Bryan Hu, Guohui Lin, Osmar R. Zaiane, Accelerating FPGA Design Space Exploration Using Circuit Similarity-Based Placement International Conference on Field-Programmable Technology 2010 (FPT'10), Beijing, China, December 2010.
2010 Hamman W. Samuel, Osmar R. Zaiane, Dick Sobsey, Towards a definition of health Informatics Ethics ACM International Health Informatics Symposium 2010 (IHI'10), Arlington, VA, USA, 11-12 November 2010.
2010 Mansoureh Takaffoli, Farzad Sangi, Justin Fagnan, Osmar R. Zaiane, A Framework for Analyzing Dynamic Social Networks 7th Conference on Applications of Social Network Analysis (ASNA), Zurich, Switzerland, 15-17 September 2010.
2010 Andrew Foss and Osmar R. Zaiane, Class Separation through Variance: A new Application of Outlier Detection, Knowledge and Information Systems An International Journal, Springer, Volume 29, Issue 3 (2011), Page 565-596, Published on-line November 2010.
2010 Kang Deng, Osmar R. Zaiane, An Occurrence based Approach to Mine Emerging Sequences 12th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2010), pp 275-284, Bilbao, Spain, August 31, September 3, 2010
2010 Reihaneh Rabbany Khorasgani, Jiyang Chen, Osmar R. Zaiane, Top leaders Community Detection Approach in Information Networks 4th SNA-KDD Workshop on Social Network Mining and Analysis Washington, DC, July 25 2010.
2010 Mi-Young Kim, Qing Dou, Osmar R. Zaiane, Randy Goebel, Unsupervised Mapping of Sentences to Biomedical Concepts based on Integrated Information Retrieval Model and Clustering, ACM-BCB Bioinformatics and Computational Biology, Aug 2-4, Niagara Falls, NY, USA.
2010 Mi-Young Kim, Osmar R. Zaiane, Randy Goebel, Natural Language Watermarking Based on Syntactic Displacement and Morphological Division, The 5th IEEE International Workshop on Security, Trust, and Privacy for Software Applications, in conjunction with 34th IEEE Computer Software and Application Conference, Seoul, South Korea, July 2010.
2010 Mohammad El-Hajj, Wessam Gad El-Rab, Osmar R. Zaiane, Judy Gnarpe, Robert S. Hayward, Impact of Online Educational Games on the Education of Medical students, Canadian eLearning Conference (CelC2010), Edmonton, Canada, June 22-25, 2010.
2010 Stanley R. Oliveira, Osmar R. Zaiane, Privacy preserving Clustering by data Transformation, Journal of Information & Data Management (JIDM) V1(1):37-51, 2010.
2010 Stanley R. Oliveira, Osmar R. Zaiane, Revisiting Privacy preserving Clustering by data Transformation, Journal of Information & Data Management (JIDM) V1(1):53-56, 2010.
2010 Dean Cheng, John Sheldon, Marcelo Marcet-Palacios, Osmar R. Zaiane, PROM-OOGLE - Data Mining and Integration of On-line Databases to Discover Gene Promoters, ACM-SAC 2010 Conference Track on Bioinformatics and Computational Systems Biology (BIO), pp 1548-1552, Sierre, Switzerland, March 22-26, 2010 (Acceptance Rate = 26%).
2010 Mojdeh Jalali-Heravi, Osmar R. Zaiane, A Study on Interestingness Measures for Associative Classifiers, ACM-SAC 2010 Conference Track on Data Mining, pp 1040-1047, Sierre, Switzerland, March 22-26, 2010 (Acceptance Rate = 22%).
2009 Jiyang Chen, Osmar R. Zaiane, Joerg Sander, Randy Goebel, ONDOCS: Ordering Nodes to Detect Overlapping Community Structure, Annuals of Information Systems, Special Issues on Data Mining for Social Network Data, Vol 12, pp:125-148, 2010.
2009 Andrew Foss, Osmar R. Zaiane, Sandra Zilles, Unsupervised Class Separation of Multivariate Data through Cumulative Variance-based Ranking, IEEE International Conference on Data Mining (IEEE ICDM 2009), Miami, FL,USA, 6-9 December, 2009.
2009 Kang Deng, Osmar R. Zaiane, Contrasting Sequence Groups by Emerging Sequences, Discovery Science, Porto, Portugal, 3-5 October 2009
2009 Jiyang Chen, Osmar R. Zaiane and Randy Goebel, Detecting Communities in Large Networks by Iterative Local Expansion, International Conference on Computational Aspects of Social Networks (CASoN), Fontainebleau, France, June 24-27, 2009
2009 Jiyang Chen, Osmar R. Zaiane and Randy Goebel, Local Community Identification in Social Networks, International Conference on Advances oin Social Networks Analysis and Mining (ASONAM), Athens, Greece, July 20-22, 2009
2009 Jiyang Chen, Osmar R. Zaiane and Randy Goebel, A Visual Data Mining Approach to Find Overlapping Communities in Networks, International Conference on Advances oin Social Networks Analysis and Mining (ASONAM), Athens, Greece, July 20-22, 2009
2009 Jiyang Chen, Osmar R. Zaiane and Randy Goebel, Detecting Communities in Social Networks using Max-Min Modularity, SIAM International Conference on Data Mining (SDM'09), Sparks, Nevada, USA, April 30- May 2, 2009
2009 Hongqin Fan, Osmar R. Zaiane, Andrew Foss, Junfeng Wu, Resolution-Based Outlier Factor: Detecting the Top-n Most Outlying Data Points in Engineering Data, Knowledge and Information Systems, An International Journal, 19(1):31-51, 2009.
2009 Dilhan Perera, Judy Kay, Irena Koprinska, Kalina Yacef, Osmar R. Zaiane, Clustering and Sequential Pattern Mining of Online Collaborative Learning Data, IEEE Transactions on Knowledge and Data Engineering, 21(6):759-772, 2009.
2008 Vahid Jazayeri and Osmar R. Zaiane, Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences, 4th Workshop on Mining Complex Data, in conjunction with IEEE International Conference on Data Mining, Pisa, Italy, December 15, 2008
2008 Andrew Foss and Osmar R. Zaiane, The Estimation of True and False Positive Rates in Higher Dimensional Problems and its Data Mining Applications, Foundations of Data Mining Workshop, in conjunction with IEEE International Conference on Data Mining, Pisa, Italy, December 15, 2008
2008 Jiyang Chen, Osmar R. Zaiane and Randy Goebel, An Unsupervised Approach to Cluster Web Search Results based on Word Sense Communities, IEEE/WIC/ACM Conferences on Web Intelligence (WI'08), Sydney, Australia, December 9-12, 2008
2008 Jessica Enright, Ben Chu and Osmar R. Zaiane, Intelligent Functional Dependency Tutoring Tool, 16th International Conference on Computers in Education (ICCE 2008), Taipei, Taiwan, October 27-31, 2008
2008 Hongqin Fan, Simaan Abourizk, Hyoungkwan Kim, Osmar R. Zaiane Assessing Residual Value of Heavy Construction Equipment Using Prediuctive Data Mining Model, ASCE Journal of Computing in Civil Engineering, pp181-191, Vol.22, Issue 3, May 2008.
2008 Chi-Hoon Lee; Osmar R. Zaiane; Ho-Hyun Park; Jiayuan Huang; Russell Greiner, Clustering High Dimensional Data: A Graph-Based Relaxed Optimization Approach, Information Sciences, 178(23):4501-4511, 2008.
2008 David Chodos, Osmar R. Zaiane, ARC-UI: A Visualization Tool for Associative Classifiers, 12th International Conference on Information Visualisation IV08, London, UK, 9 - 11 July, 2008
2007 Mohammad El-Hajj, Jiyang Chen, Osmar R. Zaiane, and Randy Goebel Constraint-Based Mining of Web Page Associations, Twentieth Australian Joint Conference on Artificial Intelligence, Gold Coast, Queensland, Australia, December 2-6, 2007.
2007 Amit Satsangi, Osmar R. Zaiane, Contrasting the Contrast Sets: An Alternative Approach, Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), Banff, Canada, September 6-8, 2007
2007 Abhishek Srivastava, Osmar R. Zaiane, Maria-Luiza AntonieFeature Space Enrichment by Incorporation of Implicit Features for Effective Classification, Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), Banff, Canada, September 6-8, 2007
2007 Osmar R. Zaiane, Jiyang Chen, Randy Goebel, DBConnect: Mining Research Community on DBLP Data , Web Mining and Social Network Analysis Workshop in conjunction with ACM SIGKDD conference, pp 74-81, 12 August 2007 - San Jose, USA.
2007 Jiyang Chen, Tong Zheng, William Thorne, Daniel Huntley, Osmar R. Zaiane and Randy Goebel, Visualizing Web Navigation Data with Polygon Graphs , 11th International Conference Information Visualization (IV'07), pp 232-237, 3-6 July 2007 - ETH Zurich, Switzerland.
2007 Jiyang Chen, Tong Zheng, William Thorne, Osmar R. Zaiane and Randy Goebel, Visual Data Mining of Web Navigational Data , 11th International Conference Information Visualization (IV'07), pp649-656, 3-6 July 2007 - ETH Zurich, Switzerland.
2007 Stanley R. Oliveira, Osmar R. Zaiane, Privacy-Preserving Clustering to Uphold Business Collaboration: A Dimensionality Reduction-Based Transformation Approach, the International Journal of Information Security and Privacy (IJISP), pp 13-36, Volume 1, Number 2, IDEA Groups.
2006 Urmila Basu, Jennafer L. Francis, Randy M. Whittal, Julie L. Stephens, Yang Wang, Osmar R. Zaiane, Randy Goebel, Douglas G. Muench, Allen G. Good and Gregory J. Taylor, Extracellular Proteomes of Arabidopsis Thaliana and Brassica Napus Roots: Analysis and Comparison by MudPIT and LC-MS/MS, Plant and Soil, Volume 286, Numbers 1-2 / August, Springer, 2006.
2006 Mohammad El-Hajj, Osmar R. Zaiane, Parallel Bifold: Large-Scale Parallel Pattern Mining with Constraints, Distributed and Parallel Databases, An International Journal, volume 20, Issue 3, pp 225-243, Springer, 2006.
2006 Luiza Antonie, Osmar R. Zaiane, Robert Holte, Learning to Use a Learned Model: A Two-Stage Approach to Classification, The Sixth IEEE International Conference on Data Mining (ICDM'06), pp 33-42, Hong Kong, China, 18 - 22 December, 2006.
2006 Yaling Pei, Osmar R. Zaiane, Yong Gao, An Efficient Reference-based Approach to Outlier Detection in Large Dataset, The Sixth IEEE International Conference on Data Mining (ICDM'06), pp 478-487, Hong Kong, China, 18 - 22 December, 2006.
2006 Stanley R. Oliveira, Osmar R. Zaiane, A Privacy-Preserving Clustering Approach Toward Secure and Effective Data Analysis for Business Collaboration, Journal on Computers and Security, 26(1): 81-93, 2007.
2006 Hongqin Fan, Hyoungkwan Kim, Osmar R. Zaiane, Data warehousing for Construction Equipment Management, Canadian Journal of Civil Engineering (CJCE), 33:1480-1489, 2006.
2006 Chi-Hoon Lee, Russell Greiner, Osmar R. Zaiane, Efficient Spatial Classification using Decoupled Conditional Random Fields,10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), Berlin, Germany, September 18-22, 2006.
2006 Judy Kay, Nicolas Maisonneuve, Kalina Yacef, Osmar R. Zaiane, Mining Patterns of Events in Students' Teamwork Data, Proceedings of Educational Data Mining Workshop, held in conjunction with Intelligent Tutoring Systems (ITS), Taiwan, June 26, 2006.
2006 Gabor Melli, Osmar R. Zaiane, Brendan Kitts, Introduction to the Special Issue on Successful Real-World Data Mining Applications, in SIGKDD Explorations, Vol 8, N 1, June 2006, pp 1-2.
2006 Mohammad El-Hajj, Osmar R. Zaiane, Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment, International Conference on Parallel and Distributed Systems (ICPADS'06), Minneapolis, MN, USA, July 12-15, 2006.
2006 Osmar R. Zaiane, Yang Wang, Randy Goebel, Gregory Taylor, Frequent Subsequence-based Protein Localization, Workshop on Data Mining for Biomedical Applications (BioDM'06), in Conjunction with PAKDD'06, Lecture Notes in Bioinformatics Volume 3916, Springer Verlag, pp 35-47, Singapore, April 2006.
2006 Hongqin Fan, Osmar R. Zaiane, Andrew Foss, Junfeng Wu, A Nonparametric Outlier Detection for Effectively Discovering Top-N outliers from Engineering Data, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'06), Singapore, 9-12 April 2006. [Nominated for Best Paper Award]
2006 Stanley R.M. Oliveira, Osmar R. Zaiane, A Unified Framework for Protecting Sensitive Association Rules in Business Collaboration, International Journal of Business Intelligence and Data Mining, pp 247-287, Volume 1 - Issue 3, 2006.
2005 Olfa Nasraoui, Osmar R. Zaiane, Myra Spiliopoulou, Bamshad Mobasher, Brij Masand, Philip S. Yu, WebKDD 2005 . Web Mining and Web Usage Analysis Post-Workshop report, in SIGKDD Explorations, Vol 7, N 2, December 2005, pp 139-142.
2005 Mohammad El-Hajj, Osmar R. Zaiane, YAFIMA: Yet Another Frequent Itemset Mining Algorithm, Journal of Digital Information Management, Volume 3, number 4, pp 243-248, December 2005.
2005 Mohammad El-Hajj, Osmar R. Zaiane, Paul Nalos, Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking, The fifth IEEE International Conference on Data Mining (ICDM'05), New Orleans, Louisiana, USA, 27 - 30 November, 2005.
2005 Mohammad El-Hajj, Osmar R. Zaiane, Mining with Constraints by Pruning and Avoiding Ineffectual Processing, The 18th Australian Joint Conference on Artificial Intelligence, Springer Verlag LNCS 3809, pp 1001-1004, Sydney, Australia 5-9 December 2005.
2005 Osmar R. Zaiane, Maria-Luiza Antonie, On Pruning and Tuning Rules for Associative Classifiers, Ninth International Conference on Knowledge-Based Intelligence Information & Engineering Systems (KES'05), pp 966-973, Melbourne, Australia, September 2005.
2005 Mohammad El-Hajj, Osmar R. Zaiane, Implementing Leap Traversals of the Itemset Lattice, in ACM SIGKDD Open Source Data Mining Workshop on Frequent Pattern Mining Implementations (OSDM'05), pp. 16-25, Chicago, IL, USA, August 21, 2005
2005 Osmar R. Zaiane, Mohammad El-Hajj, Pattern Lattice Traversal by Selective Jumps, in Proc. 2005 Int'l Conf. on Knowledge Discovery and Data Mining (ACM SIGKDD), pp 729-735, Chicago, IL, USA, August 21-24, 2005
2005 Osmar R. Zaiane, Relevance of Counting in Data Mining tasks, (keynote talk) International Conference on Advanced Data Mining and Applications (ADMA'05), pp 14-18, Wuhan, China, July 22-24, 2005
2005 Mohammad El-Hajj, Osmar R. Zaiane, Finding All Frequent Patterns Starting From The Closure, International Conference on Advanced Data Mining and Applications (ADMA'05), pp 67-74, Wuhan, China, July 22-24, 2005
2005 Mohammad El-Hajj, Osmar R. Zaiane, On Frequent Itemset Mining with Closure, 2nd International Conference on Information Technology (ICIT 2005), pp 21-30, Amman, Jordan, May, 2005
2005 Rafal Rak, Wojciech Stach, Osmar R. Zaiane, Maria-Luiza Antonie, Considering Re-occurring Features in Associative Classifiers, Nineth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'05), pp 240-248, Hanoi, Vietnam, May, 2005.
2005 Osmar R. Zaiane, Mohammad El-Hajj, Yi Li, Stella Luk, Scrutinizing Frequent Pattern Discovery Performance, IEEE ICDE, pp 1109-1110, Tokyo, Japan, April, 2005.
2004 Stanley Oliveira and Osmar R. Zaiane, Privacy-Preserving Clustering by Object Similarity-Based Representation and Dimensionality Reduction Transformation, Workshop on Privacy and Security Aspects of Data Mining (PSDM'04) in conjunction with the Fourth IEEE International Conference on Data Mining (ICDM'04), pp 21-30, Brighton, UK, November 1, 2004.
2004 Maria-Luiza Antonie and Osmar R. Zaiane, Mining Positive and Negative Association Rules: An Approach for Confined Rules, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 04), Springer Verlag LNCS 3202, pp 27-38, Pisa, Italy, September 20-24, 2004.
2004 Jia Li, Osmar R. Zaiane, Combining Usage, Content and Structure Data to Improve Web Site Recommendation, 5th International Conference on Electronic Commerce and Web Technologies (EC-Web 04), Springer Verlag LNCS 3182, pp 305-315, Zaragoza, Spain, August 30- September 3, 2004
2004 Stanley Oliveira and Osmar R. Zaiane, Achieving Privacy Preservation When Sharing Data For Clustering, Workshop on Secure Data Management in a Connected World (SDM'04) in conjunction with VLDB'2004, Springer Verlag LNCS 3178, pp 67-82, Toronto, Canada, August 30, 2004.
2004 Yang Wang, Osmar R. Zaiane, Randy Goebel, Jennafer L. Southron, Urmila Basu, Randy M. Whittal, Julie L. Stephens, and Greg J. Taylor Developing a Database for Proteomic Analysis of Extracytosolic Plant Proteins, Second International Workshop on Biological Data Management (BIDM'2004) in conjunction with the 15th Int' Conf. on Database and Expert Systems Applications DEXA2004, pp 366-370, Zaragoza, Spain, August 30- September 3, 2004
2004 Jia Li and Osmar R. Zaiane, Using Distinctive Information Channels for a Mission-based Web Recommender System, Sixth ACM SIGKDD workshop on Webmining and Web Analysis (WebKDD 2004), pp 35-46, Seattle, WA, USA, August 22, 2004.
2004 Stanley Oliveira and Osmar R. Zaiane, Toward Standardization in Privacy-Preserving Data Mining, ACM SIGKDD 3rd Workshop on Data Mining Standards (DM-SSP 2004), pp 7-17, Seattle, WA, USA, August 22, 2004.
2004 Jiyang Chen, Lisheng Sun, Osmar R. Zaiane and Randy Goebel, Visualizing and Discovering Web Navigational Patterns, Seventh ACM SIGMOD International Workshop on the Web and Databases (WebDB 2004), pp 13-18, Paris, France, June 2004.
2004 Maria-Luiza Antonie and Osmar R. Zaiane, An Associative Classifier based on Positive and Negative Rules, 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD-04), pp 64-69, Paris, France, June 2004.
2004 Mohammad El-Hajj and Osmar R. Zaiane, COFI Approach for Mining Frequent Itemsets Revisited, 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD-04), pp 70-75, Paris, France, June 2004.
2004 Osmar R. Zaiane and Mohammad El-Hajj, Conference Tutorial Notes: Advances and Issues in Frequent Pattern Mining, Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'04), Sydney, Australia, May, 2004.
2004 Stanley Oliveira, Osmar R. Zaiane and Yücel Saygin Secure Association Rule Sharing, Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'04), Sydney, Australia, pp 74-85, May, 2004.
2003 Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman, Associative Classifiers for Medical Images, Lecture Notes in Artificial Intelligence 2797, Mining Multimedia and Complex Data, pp 68-83, Springer-Verlag, 2003.
2003 Mohammad El-Hajj and Osmar R. Zaiane, COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation, in Workshop on Frequent Itemset Mining Implementations (FIMI'03) in conjunction with IEEE-ICDM 2003, Melbourne, Florida, USA, 19 November, 2003
2003 Stanley Oliveira and Osmar R. Zaiane, Protecting Sensitive Knowledge By Data Sanitization, in Proc. of the Third IEEE International Conference on Data Mining (ICDM'03), pp 613-616, Melbourne, Florida, USA, 19-22 November, 2003
2003 Stanley Oliveira and Osmar R. Zaiane, Privacy Preserving Clustering By Data Transformation, in Proc. of the 18^th Brazilian Symposium on Databases (SBBD 2003), pp 304-318, Manaus, Brazil, 6-8 October 2003
2003 Mohammad El-Hajj and Osmar R. Zaiane, Non Recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations, in Proc. of 5^th International Conference on Data Warehousing and Knowledge Discovery (DaWak'2003), pp 371-380, Prague, Czech Republic, September 3-5, 2003
2003 Mohammad El-Hajj and Osmar R. Zaiane, Parallel Association Rule Mining with Minimum Inter-Processor Communication, Fifth International Workshop on Parallel and Distributed Databases (PaDD'2003) in conjunction with the 14th Int' Conf. on Database and Expert Systems Applications DEXA2003, pp 519-523, Prague, Czech Republic, September 1- September 5, 2003
2003 Mohammad El-Hajj and Osmar R. Zaiane, Inverted Matrix: Efficient Discovery of Frequent Items in Large Datasets in the Context of Interactive Mining, in Proc. 2003 Int'l Conf. on Knowledge Discovery and Data Mining (ACM SIGKDD), pp 109-118, Washington, DC, USA, August 24-27, 2003
2003 Stanley R. M. Oliveira and Osmar R. Zaiane, Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining, Seventh International Database Engineering and Applications Symposium (IDEAS 2003), pp 54-63, Hong Kong, China, July 16-18, 2003
2003 William Cheung and Osmar R. Zaiane, Incremental Mining of Frequent Patterns Without Candidate Generation or Support Constraint, Seventh International Database Engineering and Applications Symposium (IDEAS 2003), pp 111-116, Hong Kong, China, July 16-18, 2003
2003 Yue Zhang, Mario A. Nascimento, Osmar R. Zaiane, Building Image Mosaics: An Application of Content-based Image Retrieval, IEEE International Conference on Multimedia and Expo, pp 313-320, Baltimore, MD, USA, July 6-9, 2003
2003 Simeon J. Simoff, Chabane Djeraba, and Osmar R. Zaiane, MDM/KDD2002: Multimedia Data Mining between Promises and Problems , in SIGKDD Explorations, Vol 4, N 2, January 2003, pp 118-121.
2003 Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, and Osmar R. Zaiane, WEBKDD 2002 - Web Mining for Usage Patterns & Profiles, in SIGKDD Explorations, Vol 4, N 2, January 2003, pp 125-127.
2002 Stanley R. M. Oliveira, Osmar R. Zaiane, Privacy preserving frequent itemset mining, Workshop on Privacy, Security, and Data Mining, pp 43-54, in conjunction with the IEEE International Conference on Data Mining, Maebashi City, Japan, December 9, 2002
2002 Stanley R. M. Oliveira, Osmar R. Zaiane, Foundations for an Access Control Model for Privacy Preservation in Multi-Relational Association Rule Mining, Workshop on Privacy, Security, and Data Mining, pp 19-26, in conjunction with the IEEE International Conference on Data Mining, Maebashi City, Japan, December 9, 2002
2002 Maria-Luiza Antonie, Osmar R. Zaiane, Text Document Categorization by Term Association , in Proc. of the IEEE International Conference on Data Mining (ICDM'2002), pp 19-26, Maebashi City, Japan, December 9 - 12, 2002
2002 Andrew Foss, Osmar R. Zaiane, A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets , in Proc. of the IEEE International Conference on Data Mining (ICDM'2002), pp 179-186, Maebashi City, Japan, December 9 - 12, 2002
2002 Osmar R. Zaiane, Chi-Hoon Lee, Clustering Spatial Data When Facing Physical Constraints , in Proc. of the IEEE International Conference on Data Mining (ICDM'2002), pp 737-740, Maebashi City, Japan, December 9 - 12, 2002
2002 Osmar R. Zaiane, Building a Recommender Agent for e-Learning Systems, in Proc. of the 7th International Conference on Computers in Education (ICCE 2002) pp 55-59, Auckland, New Zealand, December 3 - 6, 2002
2002 Weinan Wang and Osmar R. Zaiane, Clustering Web Sessions by Sequence Alignment, Third International Workshop on Management of Information on the Web in conjunction with 13th International Conference on Database and Expert Systems Applications DEXA'2002, pp 394-398, Aix en Provence, France, September 2-6, 2002.
2002 Osmar R. Zaiane, Alexander Strilets, Finding Similar Queries to Satisfy Searches based on Query Traces, Proceedings of the International Workshop on Efficient Web-Based Information Systems (EWIS), pp 207-216, Montpellier, France, September 2002, Lecture Notes in Computer Science 2426, Advances in Object-Oriented Information Systems, Springer-Verlag, 2002
2002 Chi-Hoon Lee and Osmar R. Zaiane, Density-Based Clustering of spatial data in the presence of physical obstacles, The World Congress of Korean and Korean-Ethnic Scientists and Engineers, July, 2002.
2002 Osmar R. Zaiane, Maria-Luiza Antonie, Alexandru Coman, Mammography Classification by an Association Rule-Based Classifier, Third Intl. ACM SIGKDD Workshop on Multimedia Data Mining (MDM/KDD'2002) in conjunction with Eighth ACM SIGKDD, pp. 62-69, Edmonton, Alberta, Canada, 17-19 July 2002.
2002 Osmar R. Zaiane and Chi-Hoon Lee, Clustering Spatial Data in the Presence of Obstacles: a Density-Based Approach, Sixth International Database Engineering and Applications Symposium (IDEAS 2002), pp 214-223, Edmonton, Alberta, Canada, July 17-19, 2002
2002 Osmar R. Zaiane and Andrew Foss, Conference Tutorial Notes: Data Clustering Analysis, from Simple Groupings to Scalable Clustering with Constraints, Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'02), pp 137-201, Taipei, Taiwan, May, 2002
2002 Osmar R. Zaiane, Andrew Foss, Chi-Hoon Lee, Weinan Wang, On Data Clustering Analysis: Scalability, Constraints and Validation, in Proc. of the Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'02), pp 28-39, Taipei, Taiwan, May, 2002, Lecture Notes in Artificial Intelligence 2336, Advances in Knowledge Discovery and Data Mining, Springer-Verlag, 2002
2002 Osmar R. Zaiane, Simeon J. Simoff, MDM/KDD: Multimedia Data Mining for the Second Time, in SIGKDD Explorations, Vol 3, N 2, January 2002, pp 65-67.
2002 Osmar R. Zaiane, Maria-Luiza Antonie, Classifying text documents by associating terms with text categories, in Proc. of the Thirteenth Australasian Database Conference (ADC'02), Melbourne, Australia, January 28-February 1, 2002
2001 Osmar R. Zaiane, Building Virtual Web Views, in the Special Issue on "Warehouse Design for Structured and Semistructured Data" of the Journal of Data and Knowledge Engineering, vol. 39, n. 2, pp 143-163, November 2001
2001 Osmar R. Zaiane, Mohammad El-Hajj, Paul Lu, Fast Parallel Association Rule Mining Without Candidacy Generation, in Proc. of the IEEE 2001 International Conference on Data Mining (ICDM'2001), pp 665-668, San Jose, CA, USA, November 29-December 2, 2001
2001 Ayman Ammoura, Osmar R. Zaiane, Randy Goebel, Towards a Novel OLAP Interface for Distributed Data Warehouses, in Proc. of 3rd International Conference on Data Warehousing and Knowledge Discovery (DaWak'2001), pp 174-185, Munich, Germany, September 5-7, 2001
2001 Hang Cui, Osmar R. Zaiane, Hierarchical Structural Approach to Improving the Browsability of Web Search Engine Results, in Proc. of International Workshop on Digital Libraries (DLib'2001) in conjunction with 12th International Conference on Database and Expert Systems Applications DEXA'2001, pp 956-960, Munich, Germany, September 3-7, 2001
2001 Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman, Application of Data Mining Techniques for Medical Image Classification, in Proc. of Second Intl. Workshop on Multimedia Data Mining (MDM/KDD'2001) in conjunction with Seventh ACM SIGKDD, pp. 94-101, San Francisco, CA, August 26, 2001.
2001 Osmar R. Zaiane, Jun Luo, Towards evaluating learners' behaviour in a web-based distance learning environment, in Proc. of IEEE International Conference on Advanced Learning Technologies (ICALT01), pp 357-360, Madison, WI, August 6-8, 2001.
2001 Ayman Ammoura, Osmar R. Zaiane, Yuan Ji, Immersed Visual Data Mining: Walking The Walk, in Proc. of 18th British National Conference on Databases (BNCOD'2001), pp 202-218, Oxford, UK, July 9-11, 2001, Lecture Notes in Computer Science 2097, Advances in Databases, Springer-Verlag, 2001
2001 Osmar R. Zaiane, Web Usage Mining for a Better Web-Based Learning Environment, in Proc. of Conference on Advanced Technology for Education, pp 60-64, Banff, Alberta, June 27-28, 2001.
2001 Osmar R. Zaiane, Ayman Ammoura, On-Line Analytical Processing while Immersed in a Cave , the 2nd International Workshop on User Interfaces to Data Intensive Systems (UIDIS'01), pp 102-115, Zurich, Switzerland, May 31-June 1, 2001
2001 Osmar R. Zaiane, Conference Tutorial Notes: Web Mining: From Concepts to Practical Systems, 7th International Conference on Database Systems for Advanced Applications (DASFAA'2001), Hong Kong, China, April 18-20, 2001
2001 Andrew Foss, Weinan Wang, Osmar R. Zaiane, A Non-Parametric Approach to Web Log Analysis, in Proc. of Workshop on Web Mining in First International SIAM Conference on Data Mining (SDM2001), pp. 41-50, Chicago, IL, April 5-7, 2001.
2000 Simeon J. Simoff, Osmar R. Zaiane, Report on MDM/KDD2000: The First International Workshop on Multimedia Data Mining, in SIGKDD Explorations, Vol 2, N 2, December 2000, pp 103-105
2000 Osmar R. Zaiane, Conference Tutorial Notes: Web Mining: Concepts, Practices and Research, XIV Brazilian Symposium on Databases (SBBD'2000), Promoted by the Brazilian Computer Society in cooperation with ACM SIGMOD, pp. 410-474, Jo�o Pessoa, Para�ba, Brazil, October 2 - 4, 2000.
2000 Bruce Matichuk, Osmar R. Zaiane, Unsupervised Classification of Sound for Multimedia Indexing, in Proc. of First Intl. Workshop on Multimedia Data Mining (MDM/KDD'2000) in conjunction with Sixth ACM SIGKDD, pp. 31-36, Boston, MA, August 20, 2000.
2000 Osmar R. Zaiane, Jiawei Han, Finding Spatial Associations in Images Data Mining and Knowledge Discovery: Theory, Tools, and Technology II, SPIE 14^th Int'l Symposium on Aerospace/Defense Sensing, Simulation and Controls, pp. 138-147, Orlando, FL, April, 2000.
2000 Osmar R. Zaiane, Jiawei Han, Hua Zhu, Mining Recurrent Items in Multimedia with Progressive Resolution Refinement Int. Conf. on Data Engineering (ICDE'2000), pp. 461-470, San Diego, CA, February, 2000.
1999 Osmar R. Zaiane, Eli Hagen, Jiawei Han, Word Taxonomy for On-line Visual Asset Management and Mining Fourth International Workshop on Application of Natural Language to Information Systems (NLDB'99), pp 271-276, Klagenfurt, Austria, June, 1999.
1998 Ze-Nian Li, Osmar R. Zaiane, Zinovi Tauber, Illumination Invariance and Object Model in Content-Based Image and Video Retrieval, Journal of Visual Communication and Image Representation, Academis Press. Vol. 10, No. 3, pp. 219-244, 1999
1998 Osmar R. Zaiane, Jiawei Han, WebML: Querying the World-Wide Web for Resources and Knowledge, CIKM'98 Workshop on Web Information and Data Management (WIDM'98), pp 9-12, Washington DC, 1998.
1998 Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Jean Hou, Mining Multimedia Data CASCON'98: Meeting of Minds, pp 83-96, Toronto, Canada, November 1998.
1998 Ze-Nian Li, Osmar R. Zaiane, Bing Yan, C-BIRD: Content-Based Image Retrieval from Image Repositories Using Chromaticity and Recognition Kernel In Proc. International Workshop on Storage and retrieval Issues in Image and Multimedia Databases, in conjunction with the 9th International Conference on Database and Expert Systems (DEXA'98), pp 361-366, Vienna, Austria August 24-28, 1998.
1998 Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Sonny H. Chee, Jenny Y. Chiang, MultimediaMiner: A System Prototype for Multimedia Data Mining, in Proc. 1998 ACM-SIGMOD Int'l Conf. on Management of Data (SIGMOD'98), Seattle, June 1998.
1998 Osmar R. Zaiane, Man Xin, Jiawei Han, Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs, in Proc. ADL'98 (Advances in Digital Libraries), Santa Barbara, April 1998.
1997 J. Han, J. Chiang, S. Chee, J. Chen, Q. Chen, S. Cheng, W. Gong, M. Kamber, K. Koperski, G. Liu, Y. Lu, N. St-fanovic, L. Winstone, B. Xia, O. R. Zaiane, S. Zhang, H. Zhu, DBMiner: A System for Data Mining in Relational Databases and Data Warehouses'', Proc. CASCON'97: Meeting of Minds, Toronto, Canada, November 1997.
1997 Osmar R. Zaiane, Andrew Fall, Stephen Rochefort, Veronica Dahl and Paul Tarau On-Line Resource Discovery using Natural Language in Proc. RIAO'97 conference, Computer-Assisted Searching on the Internet, Montreal, June 25-27, 1997.
1997 Osmar R. Zaiane, Andrew Fall, Stephen Rochefort, Veronica Dahl and Paul Tarau Concept-Based Retrieval using Controlled Natural Language in Proc. Workshop on Applications of Natural Language to Information Systems (NLDB97), Vancouver, BC, June 1997.
1996 Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Wan Gong, Krzysztof Koperski, Deyi Li, Yijun Lu, Amynmohamed Rajan, Nebojsa Stefanovic, Betty Xia, Osmar R. Zaiane, DBMiner: A System for Mining Knowledge in Large Relational Databases Proc. 1996 Int'l Conf. on Data Mining and Knowledge Discovery (KDD'96) , pp. 250-255, Portland, Oregon, August 1996.
1996 J. Han, Y. Fu, K. Koperski, W. Wang, and O. Zaiane, `` DMQL: A Data Mining Query Language for Relational Databases'', 1996 SIGMOD'96 Workshop. on Research Issues on Data Mining and Knowledge Discovery (DMKD'96), pp. 27-33, Montreal, Canada, June 1996.
1996 J. Han, Y. Fu, W. Wang, J. Chiang, O. R. Zaiane, and K. Koperski, `` DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases'', Proc. 1996 ACM-SIGMOD Int'l Conf. on Management of Data (SIGMOD'96), Montreal, Canada, June 1996 (System prototype demonstration).
1995 J. Han, Y. Fu, K. Koperski, G. Melli, W. Wang, O. R. Zaiane, Knowledge Mining in Databases: An Integration of Machine Learning Methodologies with Database Technologies, Canadian AI Magazine, Vol 38, pp 4-8, Winter 1996, special issue on machine learning.
1995 O. R. Zaiane, J. Han, Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment, Proceedings 1st International Conference on Knowledge Discovery in Databases (KDD'95), Montreal, Canada, August 1995.
1995 J. Han, O. R. Zaiane, Y. Fu, Resource and Knowledge Discovery in Global Information Systems: A Scalable Multiple Layered Database Approach, Proceedings Conference on Advances in Digital Libraries, Washington DC, May 1995.
1994 R. O. Zaiane, La Carte à microprocesseur: Une clé sécuritaire, L'expertise Informatique, vol.1, n.2, Fall 1994.
1993 R. O. Zaïane, A. Gamache, Optimisation de l'espace mémoire du DMP par compression des transactions médicales, 61e congrès de l'ACFAS, Rimouski, 1993
1992 A. Gamache, R. O. Zaïane, Integration of a smartcard in a distributed medical record system, Proceedings of IFIP WG8.4 Workshop and Tutorial: The Portable Office: Microprocessor Cards as Elements of Distributed Offices, Ottawa, Canada, 9-10 June 1992.
1992 A.Gamache, R. Zaïane, La technologie de la carte à puce et la sécurité, conférence du CRISP, R.A.M.Q., Québec, 31 janvier 92.
1991 A. Gamache, P. Ardouin, R. O. Zaïane et al., Design constrains and implementation of a PMR smartcard based software, ACT-91 conference, Toronto, Canada, 20-22 nov 1991.
1990 A. Jaoua, K. Zeroual, N. Briere, P. Tremblay, R. O. Zaiane, Forward error recovery; toward a preventive methodology, Proceedings of the Workshop on Constructive Algorithms: The Role of Relations in Program Development, Hollum-Ameland, Netherlands, sep-26 oct-2 1990.

Edited Books

2007

Reda Alhajj, Hong Gao, Xue Li, Jianzhong Li, Osmar R. Zaiane, Advanced Data Mining and Applications, published by Springer Verlag, Lecture Notes in Artificial Intelligence Volume 4632, 2007, ISBN:3-540-73870-1.

2006

Olfa Nasraoui, Osmar R. Zaiane, Myra Spilopoulou, Bamshad Mobasher, Brij Masand, Philip S. Yu, Advances in Web Mining and Web Usage Mining Analysis, published by Springer Verlag, Lecture Notes in Artificial Intelligence Volume 4198, 2006, ISBN:3-540-46346-1.

2006

Xue Li, Osmar R. Zaiane, Zhanhuai Li, Advanced Data Mining and Applications, published by Springer Verlag, Lecture Notes in Artificial Intelligence Volume 4093, 2006, ISBN:3-540-37025-0.

2003

Osmar R. Zaiane, Simeon J. Simoff, Chabane Djeraba, Mining Multimedia and Complex Data, published by Springer Verlag, Lecture Notes in Artificial Intelligence Volume 2797, 2003, ISBN:3-540-20305-2.

2003

Osmar R. Zaiane, Jaideep Srivastava, Myra Spiliopoulou, Brij Masand, WEBKDD 2002: Mining Web Data for Discovering Usage Patterns and Profiles. published by Springer Verlag, Lecture Notes in Artificial Intelligence Volume 2703, 2003, ISBN:3-540-20304-4.

2002

David Hand, Daniel Keim, Raymond Ng, Osmar R. Zaiane, Randy Goebel, Proceedings of the Eigth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, AB, Canada

2002

Brij Masand, Myra Spiliopoulou, Jaideep Srivastava, Osmar R. Zaiane, Proceedings of the Fourth ACM SIGKDD workshop on knowledge discovery in the Web: Web Mining for Usage Patterns and User Profiles (WEBKDD2002), July 22, 2002, Edmonton, AB, Canada

2002

Simeon J. Simoff, Chabane Djeraba, Osmar R. Zaiane, Proceedings of the Third International ACM SIGKDD Workshop on Multimedia Data Mining (MDM/KDD2002), July 22, 2002, Edmonton, AB, Canada

2002

M. Tamer �zsu, Mario A. Nascimento, Osmar R. Zaiane, Proceedings of the International Database Engineering and Applications Symposium (IDEAS 2002), July 17-19, 2002, Edmonton, AB, Canada

2002

Chabane Djeraba, Osmar R. Zaiane, Proceedings of the PAKDD International Workshop on Knowledge Discovery in Multimedia and Complex Data (KDMCD'02), May 6, 2002, Taipei, Taiwan

2001

Osmar R. Zaiane, Simeon J. Simoff, Proceedings of the Second International ACM SIGKDD Workshop on Multimedia Data Mining (MDM/KDD2001), August 26, 2001, San Francisco, CA, USA

2000

Simeon J. Simoff, Osmar R. Zaiane, Proceedings of the First International ACM SIGKDD Workshop on Multimedia Data Mining (MDM/KDD2000), August 20, 2000, Boston, MA, USA

Book Chapters

2010

Jiyang Chen, Osmar R. Zaiane, Randy Goebel Detecting Communities in Social Networks using Local Information, Social Networks Analysis and Mining: Foundations and Applications, edited by N. Memon and R. Alhajj, published by Springer Verlag.

2009

Stanley Oliveira, Osmar R. Zaiane, Privacy-Preserving Clustering to Uphold Business Collaboration: A dimensionality reduction-based Transformation Approach, Chapter in Techniques and Applications for Advanced Information Privacy and Security: Emerging Organizational, Ethical, and Human Issues, edited by Nemati, published by IGI Global, 2009, pp 79-102.

2009

M-L. Antonie, D. Chodos and O.R. Zaiane, Variations on Associative Classifiers and Classification Results Analyses, Chapter in Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction, edited by Yanchang Zhao, Chengqi Zhang and Longbing Cao, published by IGI Global, 2009

2008

Osmar R. Zaiane, Jiyang Chen, and Randy Goebel, Mining Research Communities in Bibliographical Data, Chapter in Advances in Web Mining and Web Usage Analysis, edited by Myra Spilopoulou, Haizheng Zhang,published by Springer Verlag, 2008.

2008

Stanley Oliveira, Osmar R. Zaiane, Privacy-Preserving Data Mining on the Web: Foundations and techniques, Chapter in Data warehousing and Mining: Concepts, Methodologies, Tools and Applications, edited by John Wang, published by IGI Global, 2008, ISBN: 978-1-59904-951-9.

2008

Stanley Oliveira, Osmar R. Zaiane, Business Collaboration by Privacy-Preserving Clustering, Chapter in Social Implications of Data Mining and Information Privacy: Interdisciplinary frameworks and solutions, edited by Ephrem Eyob, pp113-133, published by IGI Global, 2009.

2007

Mohammad El-Hajj and O. R. Zaiane, Bi-Directional Constraint Pushing in frequent Pattern Mining, Chapter in Data Mining Patterns: New Methods and Applications, edited by Pascal Poncelet, Maguelonne Teisseire and Florent Masseglia, pp 32-56, published by Information Science Reference, 2007, ISBN 978-159904162-9.

2006

O. R. Zaiane, Recommender Systems for E-Learning: Towards Non-Intrusive Web Mining, pp. 79-96, Chapter V in Data Mining in E-Learning, edited by C. Romero and S. Ventura, published by WIT Press, in the Series: Advances in Management Information, Volume 4, 2006, ISBN:1-84564-152-3.

2006

O.R. Zaiane, J. Li and R. Hayward. Mission-based Navigational Behaviour Modeling for Web Recommender Systems. In B. Mobasher, O. Nasraoui, B. Liu, and B. Massand (Eds): Mining and Web Usage Analysis, Lecture Notes in Artificial Intelligence, Springer Verlag, LNAI 3932, pp. 37-55. 2006, ISBN:978-3-540-47127-1.

2006

S. R. M. Oliveira and O. R. Zaiane, Privacy-Preserving Data Mining on the Web: Foundations and Techniques, pp. 282-301, Chapter XIV in Web and Information Security, edited by Elena Ferrari and Bhavani Thuraisingham, published by Idea Group Publisher, 2006, ISBN:1-59140-589-0.

2002

O. R. Zaiane, Discovering Patterns With and Within Images, pp 27-42, Chapter 2 in Multimedia Mining- A Highway to Intelligent Multimedia Documents, edited by Chabane Djeraba, published by Kluwer Academic Publishers, 2002, ISBN:1-4020-7247-3.

2002

O. R. Zaiane, Chapter: The Infant Days of Multimedia Data Mining, Chapter 5 in Dealing with the Data Flood: Mining Data, Text and Multimedia, edited by Jeroen Meij, SST Publications, Netherlands, 2002. ISBN 90-804496-6-0

2000

J. Han, O. R. Zaiane, S. Chee and J. Y. Chiang, Towards On-Line Analytical Mining on the Internet for Electronic Commerce, pp. 169-183, Chapter 11 in Electronic Commerce Technology Trends: Challenges and Opportunities edited by Weidong Kou and Yelena Yesha, published by IBM Press, 2000. ISBN 1-58347-009-3.

Technical Reports

Jiyang Chen, Osmar R. Zaiane, Randy Goebel, Philip S. Yu, "TupleRank: Ranking Relational Databases using Random Walks on Extended K-partite Graphs", Technical Report TR09-02, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, February 2009.

Dean Cheng, John Sheldon, Marcelo Marcet-Palacios, and Osmar R. Zaiane, "PROM-OOGLE Data mining and Integration of On-line Databases to Discover Gene Promoters", Technical Report TR08-13, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, September, 2008

Jessica Enright, Ben Chu and Osmar R. Zaiane, "Intelligent Functional Dependency Tutoring Tool", Technical Report TR08-12, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, August, 2008

Osmar R. Zaiane, Kalina Yacef, Judy Kay, "Finding Top-n Emerging Sequences to Contrast Sequence Sets", Technical Report TR07-03, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, February 2007

Andrew Foss and Osmar R. Zaiane, "Effective Subspace Clustering with Dimension Pairing", Technical Report TR06-23, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, October 2006

Chi-Hoon Lee and Osmar R. Zaiane, "A Spatial Entity Representation to Prune Search Spaces", Technical Report TR06-16, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, June 2006

Yaling Pei, Osmar Zaiane, "A Synthetic Data Generator for Clustering and Outlier Analysis", Technical Report TR06-15, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, June 2006

Stanley R. M. Oliveira and Osmar R. Zaiane, "Data Perturbation by Rotation for Privacy-Preserving Clustering", Technical Report TR04-17, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, August 2004

Maria-Luiza Antonie and Osmar R. Zaiane, "Mining Positive and Negative Association Rules: An Approach for Confined Rules", Technical Report TR04-07, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, April 2004

Stanley R. M. Oliveira and Osmar R. Zaiane, "Improving the balance between privacy and knowledge discovery: An efficient one-scan sanitization that upholds KDD", Technical Report TR03-15, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, June 2003.

Stanley R. M. Oliveira and Osmar R. Zaiane, "Geometric Data Transformation For Privacy Preserving Clustering", Technical Report TR03-12, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, May 2003

M. El-Hajj and O.R. Zaiane, "Inverted Matrix: Efficient Discovery of Frequent Items in Large Datasets in the Context of Interactive Mining", Technical Report TR03-08, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, March 2003.

Stanley R. M. Oliveira and Osmar R. Zaiane. A Framework for Enforcing Privacy in Mining Frequent Patterns. Technical Report TR02-13, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, June 2002.

Weinan Wang and Osmar R. Zaiane. Clustering Web Sessions by Sequence Alignment, Technical Report TR02-07, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, May 2002

Osmar R. Zaiane, Andrew Foss, Chi-Hoon Lee and Weinan Wang. Data Clustering Analysis - From Simple Groupings to Scalable Clustering With Constraints, Technical Report TR02-03, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, March 2002

Stanley R. M. Oliveira; Mario A. Nascimento and Osmar R. Zaiane. Digital Watermarking: Status, Limitations and Prospects. Technical Report TR02-01, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, January 2002.

Osmar R. Zaiane, Mohammad El-Hajj, Paul Lu. Fast Parallel Association Rule Mining Without Candidacy Generation. Technical Report TR01-12, Department of Computing Science, University of Alberta, Edmonton, AB, Canada, August 2001

Osmar R. Zaiane Web Usage Mining for a Better Web-Based Learning Environment, Technical Report TR01-05, Department of Computing Science, University of Alberta, April 2001

Osmar R. Zaiane, Maria-Luiza Antonie, Associating Terms with Text Categories, Technical Report TR01-04, Department of Computing Science, University of Alberta, April 2001

Osmar R. Zaiane, Ayman Ammoura, An Immersed Virtual Environment for Data WarehouseVisualization: Challenges and Implementation, Technical Report TR00-17, Department of Computing Science, University of Alberta, September 2000

Osmar R. Zaiane, From Resource Discovery to Knowledge Discovery on the Internet, Technical Report TR 1998-13, Simon Fraser University, August, 1998 (gzip compressed=222K - Uncompressed=3991K)

Ze-Nian Li, Osmar R. Zaiane, Bing Yan, C-BIRD: Content-Based Image Retrieval from Image Repositories Using Chromaticity and Recognition Kernel, Technical Report CMPT98-03, Simon Fraser University, February, 1998 (gzip compressed=1942K - Uncompressed=13563K)

O. R. Zaiane, P. Triantafillou, J. Han, Consistency in Card-Based Mobile Databases, Technical Report CMPT96-03, Simon Fraser University, August, 1996 (gzip compressed=27K - Uncompressed=92K)

J. Han, O. R. Zaiane, Y. Fu, Resource and Knowledge Discovery in Global Information Systems: A Multiple Layered Database Approach, Technical Report CMPT94-10, Simon Fraser University, November 1994. (gzip compressed=94K - Uncompressed=337K)

R. O. Zaiane, A. Gamache, Correspondance entre les zones logiques et physiques du dossier de l'aide-m�moire m�dical, Rapport de Recherche DIUL-RT-9201, D�partement d'informatique, Universit� Laval, 1992, 27p.

Gamache A., Ardouin P., Durant P. and Zaiane R., "Design Constraints and Implementation of a PMR Smart Card Based Software",Rapport de recherche DIUL-RR-9116, D�partement d'informatique, Universit� Laval, Sainte-Foy (Qu�bec), novembre 1991.

Gamache A., Ardouin P., Durant P., Iratni R. et Za�ane R., "�tude de la technologie des cartes � microprocesseur pour l'implantation du dossier m�dical portable", Rapport de recherche DIUL-RR-9112, D�partement d'informatique, Universit� Laval, Sainte- Foy (Qu�bec), mai 1991.

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