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Osmar R. Zaiane [FOAF]     [Follow]

Position: Osmar R. Za?ane, Ph.D., Associate Professor
Affiliation: Department of Computing Science University of Alberta
Address: 352 Athabasca Hall Edmonton, Alberta, Canada T6G 2E8
Phone: 1-780-492 2860
Fax: 1-780-492 1071
Email:
Homepage: http://www.cs.ualberta.ca/~zaiane/
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Statistics: H-index: 28 (See all experts' h-index.)
total citation number: 2539
highest-cited paper: Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs (1998) at ADL (Cited By 440)

Research Interest:

Multimedia Data Mining, Parallel Association Rule Mining, Clustering Spatial Data, Association Rule Mining, Bifold Constraint-Based Mining

Show Temporal Interests (Do you want to see the change of his/her research interests?)

Education: [Edit]

Phd University: Simon Fraser University Phd Major: Computer Science Phd Date: 1999
Master University: Laval University Master Major: Computer Science Master Date: 1992
Bachelor University: University of Tunis Bachelor Major: Computer Science and Management Bachelor Date: 1988

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Publications:

2009(4)
[89]Kang Deng, Osmar R. Zaiane. Contrasting Sequence Groups by Emerging Sequences. In Proceedings of Discovery Science'2009. pp.377~384   [Bibtex]
[88]Jiyang Chen, Osmar R. Zaiane, Randy Goebel. Detecting Communities in Social Networks Using Max-Min Modularity. In Proceedings of SDM'2009. pp.978~989   [Bibtex]
[87]Hongqin Fan, Osmar R. Zaiane, Andrew Foss, Junfeng Wu. Resolution-based outlier factor: detecting the top- n most outlying data points in engineering data. Knowl. Inf. Syst., 2009: 31~51   [Bibtex]
[86]Dilhan Perera, Judy Kay, Irena Koprinska, Kalina Yacef, Osmar R. Zaiane. Clustering and Sequential Pattern Mining of Online Collaborative Learning Data. IEEE Trans. Knowl. Data Eng., 2009: 759~772   [Bibtex]
2008(7)
[85]Osmar R. Zaiane. Le forage de reseaux sociaux. In Proceedings of EGC'2008. pp.3~3   [Bibtex]
[84]S. Vahid Jazayeri, Osmar R. Zaiane. Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences. In Proceedings of ICDM Workshops'2008. pp.228~237    Cited By 1[Bibtex]
[83]Andrew Foss, Osmar R. Zaiane. Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications. In Proceedings of ICDM Workshops'2008. pp.673~681   [Bibtex]
[82]David Chodos, Osmar R. Zaiane. ARC-UI: Visualization Tool for Associative Classifiers. In Proceedings of IV'2008. pp.296~301    Cited By 1[Bibtex]
[81]Jiyang Chen, Osmar R. Zaiane, Randy Goebel. An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities. In Proceedings of Web Intelligence'2008. pp.725~729   [Bibtex]
[80]Chi-Hoon Lee, Osmar R. Zaiane, Ho-Hyun Park, Jiayuan Huang, Russell Greiner. Clustering high dimensional data: A graph-based relaxed optimization approach. Inf. Sci., 2008: 4501~4511    Cited By 7[Bibtex]
[79]Olfa Nasraoui, Myra Spiliopoulou, Osmar R. Zaiane, Jaideep Srivastava, Bamshad Mobasher. WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report. SIGKDD Explorations, 2008: 78~83   [Bibtex]
2007(7)
[78]Mohammad El-Hajj, Jiyang Chen, Osmar R. Zaiane, Randy Goebel. Constraint-Based Mining of Web Page Associations. In Proceedings of Australian Conference on Artificial Intelligence'2007. pp.315~326   [Bibtex]
[77]Amit Satsangi, Osmar R. Zaiane. Contrasting the Contrast Sets: An Alternative Approach. In Proceedings of IDEAS'2007. pp.114~119    Cited By 5[Bibtex]
[76]Abhishek Srivastava, Osmar R. Zaiane, Maria-Luiza Antonie. Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification. In Proceedings of IDEAS'2007. pp.141~148   [Bibtex]
[75]Jiyang Chen, Tong Zheng, William Thorne, Daniel Huntley, Osmar R. Zaiane, Randy Goebel. Visualizing Web Navigation Data with Polygon Graphs. In Proceedings of IV'2007. pp.232~237    Cited By 2[Bibtex]
[74]Jiyang Chen, Tong Zheng, William Thorne, Osmar R. Zaiane, Randy Goebel. Visual Data Mining of Web Navigational Data. In Proceedings of IV'2007. pp.649~656    Cited By 2[Bibtex]
[73]Osmar R. Zaiane, Jiyang Chen, Randy Goebel. Mining Research Communities in Bibliographical Data. In Proceedings of WebKDD/SNA-KDD'2007. pp.59~76   [Bibtex]
[72]Stanley R. M. Oliveira, Osmar R. Zaiane. A privacy-preserving clustering approach toward secure and effective data analysis for business collaboration. Computers Security, 2007: 81~93    Cited By 8[Bibtex]
2006(9)
[71]Yaling Pei, Osmar R. Zaiane, Yong Gao. An Efficient Reference-Based Approach to Outlier Detection in Large Datasets. In Proceedings of ICDM'2006. pp.478~487    Cited By 9[Bibtex]
[70]Maria-Luiza Antonie, Osmar R. Zaiane, Robert C. Holte. Learning to Use a Learned Model: A Two-Stage Approach to Classification. In Proceedings of ICDM'2006. pp.33~42    Cited By 7[Bibtex]
[69]Mohammad El-Hajj, Osmar R. Zaiane. Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment. In Proceedings of ICPADS (1)'2006. pp.135~142    Cited By 11[Bibtex]
[68]Hongqin Fan, Osmar R. Zaiane, Andrew Foss, Junfeng Wu. A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data. In Proceedings of PAKDD'2006. pp.557~566    Cited By 10[Bibtex]
[67]Osmar R. Zaiane, Yang Wang, Randy Goebel, Gregory J. Taylor. Frequent Subsequence-Based Protein Localization. In Proceedings of BioDM'2006. pp.35~47    Cited By 2[Bibtex]
[66]Chi-Hoon Lee, Russell Greiner, Osmar R. Zaiane. Efficient Spatial Classification Using Decoupled Conditional Random Fields. In Proceedings of PKDD'2006. pp.272~283    Cited By 5[Bibtex]
[65]Mohammad El-Hajj, Osmar R. Zaiane. Parallel Bifold: Large-scale parallel pattern mining with constraints. Distributed and Parallel Databases, 2006: 225~243   [Bibtex]
[64]Stanley R. M. Oliveira, Osmar R. Zaiane. A unified framework for protecting sensitive association rules in business collaboration. IJBIDM, 2006: 247~287    Cited By 16[Bibtex]
[63]Gabor Melli, Osmar R. Zaiane, Brendan Kitts. Introduction to the special issue on successful real-world data mining applications. SIGKDD Explorations, 2006: 1~2    Cited By 5[Bibtex]
2005(9)
[62]Mohammad El-Hajj, Osmar R. Zaiane. Finding All Frequent Patterns Starting from the Closure. In Proceedings of ADMA'2005. pp.67~74    Cited By 6[Bibtex]
[61]Osmar R. Zaiane. Relevance of Counting in Data Mining Tasks. In Proceedings of ADMA'2005. pp.14~18   [Bibtex]
[60]Mohammad El-Hajj, Osmar R. Zaiane. Mining with Constraints by Pruning and Avoiding Ineffectual Processing. In Proceedings of Australian Conference on Artificial Intelligence'2005. pp.1001~1004    Cited By 2[Bibtex]
[59]Osmar R. Zaiane, Mohammad El-Hajj, Yi Li, Stella Luk. Scrutinizing Frequent Pattern Discovery Performance. In Proceedings of ICDE'2005. pp.1109~1110    Cited By 2[Bibtex]
[58]Mohammad El-Hajj, Osmar R. Zaiane, Paul Nalos. Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking. In Proceedings of ICDM'2005. pp.146~153    Cited By 7[Bibtex]
[57]Osmar R. Zaiane, Mohammad El-Hajj. Pattern lattice traversal by selective jumps. In Proceedings of KDD'2005. pp.729~735    Cited By 6[Bibtex]
[56]Osmar R. Zaiane, Maria-Luiza Antonie. On Pruning and Tuning Rules for Associative Classifiers. In Proceedings of KES (3)'2005. pp.966~973    Cited By 11[Bibtex]
[55]Rafal Rak, Wojciech Stach, Osmar R. Zaiane, Maria-Luiza Antonie. Considering Re-occurring Features in Associative Classifiers. In Proceedings of PAKDD'2005. pp.240~248    Cited By 8[Bibtex]
[54]Olfa Nasraoui, Osmar R. Zaiane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu. WebKDD 2005: web mining and web usage analysis post-workshop report. SIGKDD Explorations, 2005: 139~142    Cited By 2[Bibtex]
2004(9)
[53]Yang Wang, Osmar R. Zaiane, 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. In Proceedings of DEXA Workshops'2004. pp.366~370    Cited By 2[Bibtex]
[52]Maria-Luiza Antonie, Osmar R. Zaiane. An associative classifier based on positive and negative rules. In Proceedings of DMKD'2004. pp.64~69    Cited By 41[Bibtex]
[51]Mohammad El-Hajj, Osmar R. Zaiane. COFI approach for mining frequent itemsets revisited. In Proceedings of DMKD'2004. pp.70~75    Cited By 6[Bibtex] [PDF]
[50]Jia Li, Osmar R. Zaiane. Combining Usage, Content, and Structure Data to Improve Web Site Recommendation. In Proceedings of EC-Web'2004. pp.305~315    Cited By 50[Bibtex] [PDF]
[49]Osmar R. Zaiane, Jia Li, Robert Hayward. Mission-Based Navigational Behaviour Modeling for Web Recommender Systems. In Proceedings of WebKDD'2004. pp.37~55    Cited By 1[Bibtex]
[48]Stanley R. M. Oliveira, Osmar R. Zaiane, Yucel Saygin. Secure Association Rule Sharing. In Proceedings of PAKDD'2004. pp.74~85    Cited By 46[Bibtex]
[47]Maria-Luiza Antonie, Osmar R. Zaiane. Mining Positive and Negative Association Rules: An Approach for Confined Rules. In Proceedings of PKDD'2004. pp.27~38    Cited By 62[Bibtex] [PDF]
[46]Stanley R. M. Oliveira, Osmar R. Zaiane. Achieving Privacy Preservation when Sharing Data for Clustering. In Proceedings of Secure Data Management'2004. pp.67~82    Cited By 48[Bibtex]
[45]Jiyang Chen, Lisheng Sun, Osmar R. Zaiane, Randy Goebel. Visualizing and Discovering Web Navigational Patterns. In Proceedings of WebDB'2004. pp.13~18    Cited By 22[Bibtex] [PDF]
2003(8)
[44]Mohammad El-Hajj, Osmar R. Zaiane. Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations. In Proceedings of DaWaK'2003. pp.371~380    Cited By 22[Bibtex] [PDF]
[43]Mohammad El-Hajj, Osmar R. Zaiane. Parallel Association Rule Mining with Minimum Inter-Processor Communication. In Proceedings of DEXA Workshops'2003. pp.519~523    Cited By 6[Bibtex]
[42]Osmar R. Zaiane, Mohammad El-Hajj. COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation. In Proceedings of FIMI'2003.     Cited By 7[Bibtex] [PDF]
[41]Stanley R. M. Oliveira, Osmar R. Zaiane. Protecting Sensitive Knowledge By Data Sanitization. In Proceedings of ICDM'2003. pp.613~616    Cited By 72[Bibtex] [PDF]
[40]William Cheung, Osmar R. Zaiane. Incremental Mining of Frequent Patterns without Candidate Generation or Support Constraint. In Proceedings of IDEAS'2003. pp.111~116    Cited By 66[Bibtex]
[39]Stanley R. M. Oliveira, Osmar R. Zaiane. Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining. In Proceedings of IDEAS'2003. pp.54~65    Cited By 59[Bibtex]
[38]Mohammad El-Hajj, Osmar R. Zaiane. Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining. In Proceedings of KDD'2003. pp.109~118    Cited By 42[Bibtex] [PDF]
[37]Stanley R. M. Oliveira, Osmar R. Zaiane. Privacy Preserving Clustering by Data Transformation. In Proceedings of SBBD'2003. pp.304~318    Cited By 73[Bibtex] [PDF]
2002(15)
[36]Osmar R. Zaiane, Maria-Luiza Antonie. Classifying Text Documents by Associating Terms With Text Categories. In Proceedings of Australasian Database Conference'2002.     Cited By 70[Bibtex]
[35]Weinan Wang, Osmar R. Zaiane. Clustering Web Sessions by Sequence Alignment. In Proceedings of DEXA Workshops'2002. pp.394~398    Cited By 59[Bibtex] [PDF]
[34]Osmar R. Zaiane. Building a Recommender Agent for e-Learning Systems. In Proceedings of ICCE'2002. pp.55~59    Cited By 92[Bibtex] [PDF]
[33]Andrew Foss, Osmar R. Zaiane. A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets. In Proceedings of ICDM'2002. pp.179~186    Cited By 22[Bibtex]
[32]Maria-Luiza Antonie, Osmar R. Zaiane. Text Document Categorization by Term Association. In Proceedings of ICDM'2002. pp.19~26    Cited By 90[Bibtex] [PDF]
[31]Osmar R. Zaiane, Chi-Hoon Lee. Clustering Spatial Data when Facing Physical Constraints. In Proceedings of ICDM'2002. pp.737~740    Cited By 31[Bibtex]
[30]Osmar R. Zaiane, Chi-Hoon Lee. Clustering Spatial Data in the Presence of Obstacles: a Density-Based Approach. In Proceedings of IDEAS'2002. pp.214~223    Cited By 12[Bibtex]
[29]Osmar R. Zaiane, Maria-Luiza Antonie, Alexandru Coman. Mammography Classification By an Association Rule-based Classifier. In Proceedings of MDM/KDD'2002. pp.62~69    Cited By 49[Bibtex]
[28]Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman. Associative Classifiers for Medical Images. In Proceedings of Revised Papers from MDM/KDD and PAKDD/KDMCD'2002. pp.68~83    Cited By 22[Bibtex] [PDF]
[27]Osmar R. Zaiane, Alexander Strilets. Finding Similar Queries to Satisfy Searches Based on Query Traces. In Proceedings of OOIS Workshops'2002. pp.207~216    Cited By 16[Bibtex]
[26]Osmar R. Zaiane, Andrew Foss, Chi-Hoon Lee, Weinan Wang. On Data Clustering Analysis: Scalability, Constraints, and Validation. In Proceedings of PAKDD'2002. pp.28~39    Cited By 31[Bibtex]
[25]Osmar R. Zaiane. Guest Editor's Introduction - Special Issue on Multimedia Data Mining. J. Intell. Inf. Syst., 2002: 5~6   [Bibtex]
[24]Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, Osmar R. Zaiane. WEBKDD 2002 - Web Mining for Usage Patterns Profiles. SIGKDD Explorations, 2002: 125~125    Cited By 9[Bibtex]
[23]Simeon J. Simoff, Chabane Djeraba, Osmar R. Zaiane. MDM/KDD 2002: Multimedia Data Mining between Promises and Problems. SIGKDD Explorations, 2002: 118~121    Cited By 5[Bibtex]
[22]Osmar R. Zaiane, Simeon J. Simoff. MDM/KDD: Multimedia Data Mining for the Second Time. SIGKDD Explorations, 2002: 65~67    Cited By 3[Bibtex]
2001(8)
[21]Ayman Ammoura, Osmar R. Zaiane, Yuan Ji. Immersed Visual Data Mining: Walking the Walk. In Proceedings of BNCOD'2001. pp.202~218    Cited By 8[Bibtex]
[20]Ayman Ammoura, Osmar R. Zaiane, Randy Goebel. Towards a Novel OLAP Interface for Distributed Data Warehouses. In Proceedings of DaWaK'2001. pp.174~185    Cited By 14[Bibtex] [PDF]
[19]Hang Cui, Osmar R. Zaiane. Hierarchically Structural Approach to Improving the Browsability of Web Search Engine Results. In Proceedings of DEXA Workshop'2001. pp.956~960   [Bibtex]
[18]Osmar R. Zaiane, Jun Luo. Towards Evaluating Learners' Behaviour in a Web-Based Distance Learning Environment. In Proceedings of ICALT'2001. pp.357~360    Cited By 80[Bibtex] [PDF]
[17]Osmar R. Zaiane, Mohammad El-Hajj, Paul Lu. Fast Parallel Association Rule Mining without Candidacy Generation. In Proceedings of ICDM'2001. pp.665~668    Cited By 52[Bibtex] [PDF]
[16]Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman. Application of Data Mining Techniques for Medical Image Classification. In Proceedings of MDM/KDD'2001. pp.94~101    Cited By 114[Bibtex]
[15]Osmar R. Zaiane, Ayman Ammoura. On-Line Analytical Processing while Immersed in a Cave. In Proceedings of UIDIS'2001. pp.102~115   [Bibtex]
[14]Osmar R. Zaiane. Building virtual web views. Data Knowl. Eng., 2001: 143~163    Cited By 13[Bibtex]
2000(4)
[13]Osmar R. Zaiane, Jiawei Han, Hua Zhu. Mining Recurrent Items in Multimedia with Progressive Resolution Refinement. In Proceedings of ICDE'2000. pp.461~470    Cited By 69[Bibtex] [PDF]
[12]Simeon J. Simoff, Osmar R. Zaiane. Multimedia data mining (workshop session - title only). In Proceedings of KDD'2000. pp.534~534   [Bibtex]
[11]Bruce Matichuk, Osmar R. Zaiane. Unsupervised Classification of Sound for Multimedia Indexing. In Proceedings of MDM/KDD'2000. pp.31~36    Cited By 1[Bibtex] [PDF]
[10]Simeon J. Simoff, Osmar R. Zaiane. Report on MDM/KDD2000: The 1st International Workshop on Multimedia Data Mining. SIGKDD Explorations, 2000: 103~105    Cited By 2[Bibtex]
1998(5)
[9]Osmar R. Zaiane, Man Xin, Jiawei Han. Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs. In Proceedings of ADL'1998. pp.19~29    Cited By 440[Bibtex] [PDF]
[8]Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Jean Hou. Mining multimedia data. In Proceedings of CASCON'1998. pp.24~24    Cited By 64[Bibtex]
[7]Ze-Nian Li, Osmar R. Zaiane, Bing Yan. C-BIRD: Content-Based Image Retrieval from Digital Libraries Using Illumination Invariance and Recognition Kernel. In Proceedings of DEXA Workshop'1998. pp.361~366    Cited By 10[Bibtex] [PDF]
[6]Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Sonny Han Seng Chee, Jenny Chiang. MultiMediaMiner: A System Prototype for Multimedia Data Mining. In Proceedings of SIGMOD Conference'1998. pp.581~583    Cited By 106[Bibtex] [PDF]
[5]Osmar R. Zaiane, Jiawei Han. WebML: Querying the World-Wide Web for Resources and Knowledge. In Proceedings of Workshop on Web Information and Data Management'1998. pp.9~12    Cited By 30[Bibtex] [PDF]
1997(1)
[4]Jiawei Han, Jenny Chiang, Sonny Han Seng Chee, Jianping Chen, Qing Chen, Shan Cheng, Wan Gong, Micheline Kamber, Krzysztof Koperski, Gang Liu, Yijun Lu, Nebojsa Stefanovic, Lara Winstone, Betty Xia, Osmar R. Zaiane, Shuhua Zhang, Hua Zhu. DBMiner: a system for data mining in relational databases and data warehouses. In Proceedings of CASCON'1997. pp.8~8    Cited By 56[Bibtex] [PDF]
1996(2)
[3]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. In Proceedings of KDD'1996. pp.250~255    Cited By 166[Bibtex] [PDF]
[2]Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Osmar R. Zaiane, Krzysztof Koperski. DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases. In Proceedings of SIGMOD Conference'1996. pp.550~550    Cited By 12[Bibtex] [PDF]
1995(1)
[1]Osmar R. Zaiane, Jiawei Han. Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment. In Proceedings of KDD'1995. pp.331~336    Cited By 31[Bibtex] [PDF]

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