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Osmar R. Zaïane

Papers on DiSC'04


Protecting Sensitive Knowledge By Data Sanitization

Privacy Preserving Clustering By Data Transformation

Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining

Publications


Note: Links lead to the DBLP on the Web.

Osmar R. Zaïane

Stanley R. M. Oliveira , Osmar R. Zaïane, Yücel Saygin : Secure Association Rule Sharing. PAKDD 2004 : 74-85

Osmar R. Zaïane, Jaideep Srivastava , Myra Spiliopoulou , Brij M. Masand : WEBKDD 2002 - MiningWeb Data for Discovering Usage Patterns and Profiles, 4th International Workshop, Edmonton, Canada, July 23, 2002, Revised Papers Springer 2003

Osmar R. Zaïane, Simeon J. Simoff , Chabane Djeraba : Mining Multimedia and Complex Data, KDD Workshop MDM/KDD 2002, PAKDD Workshop KDMCD 2002, Revised Papers Springer 2003

Mohammad El-Hajj , Osmar R. Zaïane: Parallel Association Rule Mining with Minimum Inter-Processor Communication. DEXA Workshops 2003 : 519-523

Mohammad El-Hajj , Osmar R. Zaïane: Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations. DaWaK 2003 : 371-380

Osmar R. Zaïane, Mohammad El-Hajj : COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation. FIMI 2003

Stanley R. M. Oliveira , Osmar R. Zaïane: Protecting Sensitive Knowledge By Data Sanitization. ICDM 2003 : 613-616

William Cheung , Osmar R. Zaïane: Incremental Mining of Frequent Patterns without Candidate Generation or Support Constraint. IDEAS 2003 : 111-116

Stanley R. M. Oliveira , Osmar R. Zaïane: Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining. IDEAS 2003 : 54-65

Mohammad El-Hajj , Osmar R. Zaïane: Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining. KDD 2003 : 109-118

Stanley Oliveira , Osmar R. Zaïane: Privacy Preserving Clustering by Data Transformation. SBBD 2003 : 304-318

Mario A. Nascimento , M. Tamer Özsu , Osmar R. Zaïane: International Database Engineering & Applications Symposium, IDEAS'02, July 17-19, 2002, Edmonton, Canada, Proceedings IEEE Computer Society 2002

Chabane Djeraba , Osmar R. Zaïane: International Workshop on Knowledge Discovery in Multimedia and Complex Data (KDMCD 2002), in conjunction with the Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-02), Taipei, Taiwan, May 6-8 KDMCD 2002

Simeon J. Simoff , Chabane Djeraba , Osmar R. Zaïane: Proceedings of the Third International Workshop on Multimedia Data Mining, MDM/KDD'2002, July 23rd, 2002, Edmonton, Alberta, Canada University of Alberta 2002

Osmar R. Zaïane, Maria-Luiza Antonie : Classifying Text Documents by Associating Terms With Text Categories. Australasian Database Conference 2002

Weinan Wang , Osmar R. Zaïane: Clustering Web Sessions by Sequence Alignment. DEXA Workshops 2002 : 394-398

Osmar R. Zaïane: Building a Recommender Agent for e-Learning Systems. ICCE 2002 : 55-59

Andrew Foss , Osmar R. Zaïane: A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets. ICDM 2002 : 179-186

Maria-Luiza Antonie , Osmar R. Zaïane: Text Document Categorization by Term Association. ICDM 2002 : 19-26

Osmar R. Zaïane, Chi-Hoon Lee : Clustering Spatial Data when Facing Physical Constraints. ICDM 2002 : 737-740

Osmar R. Zaïane, Chi-Hoon Lee : Clustering Spatial Data in the Presence of Obstacles: a Density-Based Approach. IDEAS 2002 : 214-223

Osmar R. Zaïane, Maria-Luiza Antonie , Alexandru Coman : Mammography Classification By an Association Rule-based Classifier. MDM/KDD 2002 : 62-69

Osmar R. Zaïane, Alexander Strilets : Finding Similar Queries to Satisfy Searches Based on Query Traces. OOIS Workshops 2002 : 207-216

Osmar R. Zaïane, Andrew Foss , Chi-Hoon Lee , Weinan Wang : On Data Clustering Analysis: Scalability, Constraints, and Validation. PAKDD 2002 : 28-39

Maria-Luiza Antonie , Osmar R. Zaïane, Alexandru Coman : Associative Classifiers for Medical Images. Revised Papers from MDM/KDD and PAKDD/KDMCD 2002 : 68-83

Osmar R. Zaïane: Guest Editor's Introduction - Special Issue on Multimedia Data Mining. J. Intell. Inf. Syst. 19 (1): 5-6 (2002)

Osmar R. Zaïane, Simeon J. Simoff : MDM/KDD: Multimedia Data Mining for the Second Time. SIGKDD Explorations 3 (2): 65-67 (2002)

Simeon J. Simoff , Chabane Djeraba , Osmar R. Zaïane: MDM/KDD 2002: Multimedia Data Mining between Promises and Problems. SIGKDD Explorations 4 (2): 118-121 (2002)

Brij M. Masand , Myra Spiliopoulou , Jaideep Srivastava , Osmar R. Zaïane: WEBKDD 2002 - Web Mining for Usage Patterns & Profiles. SIGKDD Explorations 4 (2): 125 (2002)

Osmar R. Zaïane, Simeon J. Simoff : Proceedings of the Second International Workshop on Multimedia Data Mining, MDM/KDD'2001, August 26th, 2001, San Francisco, CA, USA University of Alberta 2001

Ayman Ammoura , Osmar R. Zaïane, Yuan Ji : Immersed Visual Data Mining: Walking the Walk. BNCOD 2001 : 202-218

Hang Cui , Osmar R. Zaïane: Hierarchically Structural Approach to Improving the Browsability of Web Search Engine Results. DEXA Workshop 2001 : 956-960

Ayman Ammoura , Osmar R. Zaïane, Randy Goebel : Towards a Novel OLAP Interface for Distributed Data Warehouses. DaWaK 2001 : 174-185

Osmar R. Zaïane, Jun Luo : Towards Evaluating Learners' Behaviour in a Web-Based Distance Learning Environment. ICALT 2001 : 357-360

Osmar R. Zaïane, Mohammad El-Hajj , Paul Lu : Fast Parallel Association Rule Mining without Candidacy Generation. ICDM 2001 : 665-668

Maria-Luiza Antonie , Osmar R. Zaïane, Alexandru Coman : Application of Data Mining Techniques for Medical Image Classification. MDM/KDD 2001 : 94-101

Osmar R. Zaïane, Ayman Ammoura : On-Line Analytical Processing while Immersed in a Cave. UIDIS 2001 : 102-115

Osmar R. Zaïane: Building virtual web views. Data Knowl. Eng. 39 (2): 143-163 (2001)

Simeon J. Simoff , Osmar R. Zaïane: Proceedings of the International Workshop on Multimedia Data Mining, MDM/KDD'2000, August 20th, 2000, Boston, MA, USA University of Alberta 2000

Osmar R. Zaïane, Jiawei Han , Hua Zhu : Mining Recurrent Items in Multimedia with Progressive Resolution Refinement. ICDE 2000 : 461-470

Simeon J. Simoff , Osmar R. Zaïane: Multimedia data mining (workshop session - title only). KDD 2000 : 534

Bruce Matichuk , Osmar R. Zaïane: Unsupervised Classification of Sound for Multimedia Indexing. MDM/KDD 2000 : 31-36

Simeon J. Simoff , Osmar R. Zaïane: Report on MDM/KDD2000: The 1st International Workshop on Multimedia Data Mining. SIGKDD Explorations 2 (2): 103-105 (2000)

Osmar R. Zaïane, Man Xin , Jiawei Han : Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs. ADL 1998 : 19-29

Ze-Nian Li , Osmar R. Zaïane, Bing Yan : C-BIRD: Content-Based Image Retrieval from Digital Libraries Using Illumination Invariance and Recognition Kernel. DEXA Workshop 1998 : 361-366

Osmar R. Zaïane, Jiawei Han , Ze-Nian Li , Sonny H. Chee , Jenny Chiang : MultiMediaMiner: A System Prototype for Multimedia Data Mining. SIGMOD Conference 1998 : 581-583

Osmar R. Zaïane, Jiawei Han : WebML: Querying the World-Wide Web for Resources and Knowledge. Workshop on Web Information and Data Management 1998 : 9-12

Jiawei Han , Yongjian Fu , Wei Wang , Jenny Chiang , Wan Gong , Krzysztof Koperski , Deyi Li , Yijun Lu , Amynmohamed Rajan , Nebojsa Stefanovic , Betty Xia , Osmar R. Zaïane: DBMiner: A System for Mining Knowledge in Large Relational Databases. KDD 1996 : 250-255

Jiawei Han , Yongjian Fu , Wei Wang , Jenny Chiang , Osmar R. Zaïane, Krzysztof Koperski : DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases. SIGMOD Conference 1996 : 550

Osmar R. Zaïane, Jiawei Han : Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment. KDD 1995 : 331-336

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