Osmar R. Zaïane Papers on DiSC'04 Visualizing and Discovering Web Navigational Patterns Publications Note: Links lead to the DBLP on the Web. Osmar R. Zaïane Osmar R. Zaïane, Mohammad El-Hajj , Yi Li , Stella Luk : Scrutinizing Frequent Pattern Discovery Performance. ICDE 2005 : 1109-1110 Rafal Rak , Wojciech Stach , Osmar R. Zaïane, Maria-Luiza Antonie : Considering Re-occurring Features in Associative Classifiers. PAKDD 2005 : 240-248 Yang Wang , Osmar R. Zaïane, Randy Goebel , Jennafer L. Southron , Urmila Basu , Randy M. Whittal , Julie L. Stephens , Gregory J. Taylor : Developing a Database for Proteomic Analysis of Extracytosolic Plant Proteins. DEXA Workshops 2004 : 366-370 Maria-Luiza Antonie , Osmar R. Zaïane: An associative classifier based on positive and negative rules. DMKD 2004 : 64-69 Mohammad El-Hajj , Osmar R. Zaïane: COFI approach for mining frequent itemsets revisited. DMKD 2004 : 70-75 Jia Li , Osmar R. Zaïane: Combining Usage, Content, and Structure Data to Improve Web Site Recommendation. EC-Web 2004 : 305-315 Stanley R. M. Oliveira , Osmar R. Zaïane, Yücel Saygin : Secure Association Rule Sharing. PAKDD 2004 : 74-85 Maria-Luiza Antonie , Osmar R. Zaïane: Mining Positive and Negative Association Rules: An Approach for Confined Rules. PKDD 2004 : 27-38 Stanley R. M. Oliveira , Osmar R. Zaïane: Achieving Privacy Preservation when Sharing Data for Clustering. Secure Data Management 2004 : 67-82 Jiyang Chen , Lisheng Sun , Osmar R. Zaïane, Randy Goebel : Visualizing and Discovering Web Navigational Patterns. WebDB 2004 : 13-18 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. 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