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Osmar R. Zaiane
(ALIAS: Osmar 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: 25 (See all experts' h-index.)
total citation number: 2382
highest-cited paper: Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs (1998) at ADL (Cited By 447)

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

Publications: [Edit disambiguation Result]

2009(4)
[89]Kang Deng, Osmar R. Zaiane. Contrasting Sequence Groups by Emerging Sequences.  Discovery Science'2009. pp.377~384    Cited By 1[Bibtex]
[88]Jiyang Chen, Osmar R. Zaiane, Randy Goebel. Detecting Communities in Social Networks Using Max-Min Modularity.  SDM'2009. pp.978~989    Cited By 9[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    Cited By 5[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    Cited By 10[Bibtex]
2008(7)
[85]Osmar R. Zaiane. Le forage de reseaux sociaux.  EGC'2008. pp.3~3    Cited By 1[Bibtex]
[84]S. Vahid Jazayeri, Osmar R. Zaiane. Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences.  ICDM Workshops'2008. pp.228~237    Cited By 2[Bibtex]
[83]Andrew Foss, Osmar R. Zaiane. Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications.  ICDM Workshops'2008. pp.673~681    Cited By 1[Bibtex]
[82]David Chodos, Osmar R. Zaiane. ARC-UI: Visualization Tool for Associative Classifiers.  IV'2008. pp.296~301    Cited By 2[Bibtex]
[81]Jiyang Chen, Osmar R. Zaiane, Randy Goebel. An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities.  Web Intelligence'2008. pp.725~729    Cited By 1[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 12[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.  Australian Conference on Artificial Intelligence'2007. pp.315~326   [Bibtex]
[77]Abhishek Srivastava, Osmar R. Zaiane, Maria-Luiza Antonie. Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification.  IDEAS'2007. pp.141~148   [Bibtex]
[76]Amit Satsangi, Osmar R. Zaiane. Contrasting the Contrast Sets: An Alternative Approach.  IDEAS'2007. pp.114~119    Cited By 6[Bibtex]
[75]Jiyang Chen, Tong Zheng, William Thorne, Daniel Huntley, Osmar R. Zaiane, Randy Goebel. Visualizing Web Navigation Data with Polygon Graphs.  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.  IV'2007. pp.649~656    Cited By 4[Bibtex]
[73]Osmar R. Zaiane, Jiyang Chen, Randy Goebel. Mining Research Communities in Bibliographical Data.  WebKDD/SNA-KDD'2007. pp.59~76    Cited By 2[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 11[Bibtex]
2006(9)
[71]Maria-Luiza Antonie, Osmar R. Zaiane, Robert C. Holte. Learning to Use a Learned Model: A Two-Stage Approach to Classification.  ICDM'2006. pp.33~42    Cited By 14[Bibtex] [PDF]
[70]Yaling Pei, Osmar R. Zaiane, Yong Gao. An Efficient Reference-Based Approach to Outlier Detection in Large Datasets.  ICDM'2006. pp.478~487    Cited By 15[Bibtex] [PDF]
[69]Mohammad El-Hajj, Osmar R. Zaiane. Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment.  ICPADS (1)'2006. pp.135~142    Cited By 13[Bibtex] [PDF]
[68]Hongqin Fan, Osmar R. Zaiane, Andrew Foss, Junfeng Wu. A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data.  PAKDD'2006. pp.557~566    Cited By 13[Bibtex]
[67]Osmar R. Zaiane, Yang Wang, Randy Goebel, Gregory J. Taylor. Frequent Subsequence-Based Protein Localization.  BioDM'2006. pp.35~47    Cited By 4[Bibtex]
[66]Chi-Hoon Lee, Russell Greiner, Osmar R. Zaiane. Efficient Spatial Classification Using Decoupled Conditional Random Fields.  PKDD'2006. pp.272~283    Cited By 5[Bibtex] [PDF]
[65]Mohammad El-Hajj, Osmar R. Zaiane. Parallel Bifold: Large-scale parallel pattern mining with constraints. Distributed and Parallel Databases, 2006: 225~243    Cited By 1[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 21[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 8[Bibtex]
2005(9)
[62]Osmar R. Zaiane. Relevance of Counting in Data Mining Tasks.  ADMA'2005. pp.14~18   [Bibtex] [PDF]
[61]Mohammad El-Hajj, Osmar R. Zaiane. Finding All Frequent Patterns Starting from the Closure.  ADMA'2005. pp.67~74    Cited By 7[Bibtex] [PDF]
[60]Mohammad El-Hajj, Osmar R. Zaiane. Mining with Constraints by Pruning and Avoiding Ineffectual Processing.  Australian Conference on Artificial Intelligence'2005. pp.1001~1004    Cited By 3[Bibtex] [PDF]
[59]Osmar R. Zaiane, Mohammad El-Hajj, Yi Li, Stella Luk. Scrutinizing Frequent Pattern Discovery Performance.  ICDE'2005. pp.1109~1110    Cited By 2[Bibtex] [PDF]
[58]Mohammad El-Hajj, Osmar R. Zaiane, Paul Nalos. Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking.  ICDM'2005. pp.146~153    Cited By 8[Bibtex] [PDF]
[57]Osmar R. Zaiane, Mohammad El-Hajj. Pattern lattice traversal by selective jumps.  KDD'2005. pp.729~735    Cited By 8[Bibtex] [PDF]
[56]Osmar R. Zaiane, Maria-Luiza Antonie. On Pruning and Tuning Rules for Associative Classifiers.  KES (3)'2005. pp.966~973    Cited By 13[Bibtex]
[55]Rafal Rak, Wojciech Stach, Osmar R. Zaiane, Maria-Luiza Antonie. Considering Re-occurring Features in Associative Classifiers.  PAKDD'2005. pp.240~248    Cited By 12[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.  DEXA Workshops'2004. pp.366~370   [Bibtex] [PDF]
[52]Maria-Luiza Antonie, Osmar R. Zaiane. An associative classifier based on positive and negative rules.  DMKD'2004. pp.64~69    Cited By 51[Bibtex] [PDF]
[51]Mohammad El-Hajj, Osmar R. Zaiane. COFI approach for mining frequent itemsets revisited.  DMKD'2004. pp.70~75    Cited By 8[Bibtex] [PDF]
[50]Jia Li, Osmar R. Zaiane. Combining Usage, Content, and Structure Data to Improve Web Site Recommendation.  EC-Web'2004. pp.305~315    Cited By 62[Bibtex] [PDF]
[49]Osmar R. Zaiane, Jia Li, Robert Hayward. Mission-Based Navigational Behaviour Modeling for Web Recommender Systems.  WebKDD'2004. pp.37~55    Cited By 3[Bibtex]
[48]Stanley R. M. Oliveira, Osmar R. Zaiane, Yucel Saygin. Secure Association Rule Sharing.  PAKDD'2004. pp.74~85    Cited By 55[Bibtex]
[47]Maria-Luiza Antonie, Osmar R. Zaiane. Mining Positive and Negative Association Rules: An Approach for Confined Rules.  PKDD'2004. pp.27~38    Cited By 72[Bibtex] [PDF]
[46]Stanley R. M. Oliveira, Osmar R. Zaiane. Achieving Privacy Preservation when Sharing Data for Clustering.  Secure Data Management'2004. pp.67~82    Cited By 68[Bibtex]
[45]Jiyang Chen, Lisheng Sun, Osmar R. Zaiane, Randy Goebel. Visualizing and Discovering Web Navigational Patterns.  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.  DaWaK'2003. pp.371~380    Cited By 24[Bibtex] [PDF]
[43]Mohammad El-Hajj, Osmar R. Zaiane. Parallel Association Rule Mining with Minimum Inter-Processor Communication.  DEXA Workshops'2003. pp.519~523   [Bibtex] [PDF]
[42]Osmar R. Zaiane, Mohammad El-Hajj. COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation.  FIMI'2003.     Cited By 15[Bibtex] [PDF]
[41]Stanley R. M. Oliveira, Osmar R. Zaiane. Protecting Sensitive Knowledge By Data Sanitization.  ICDM'2003. pp.613~616   [Bibtex] [PDF]
[40]William Cheung, Osmar R. Zaiane. Incremental Mining of Frequent Patterns without Candidate Generation or Support Constraint.  IDEAS'2003. pp.111~116    Cited By 4[Bibtex] [PDF]
[39]Stanley R. M. Oliveira, Osmar R. Zaiane. Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining.  IDEAS'2003. pp.54~65    Cited By 75[Bibtex]
[38]Mohammad El-Hajj, Osmar R. Zaiane. Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining.  KDD'2003. pp.109~118    Cited By 48[Bibtex] [PDF]
[37]Stanley R. M. Oliveira, Osmar R. Zaiane. Privacy Preserving Clustering by Data Transformation.  SBBD'2003. pp.304~318    Cited By 91[Bibtex] [PDF]
2002(15)
[36]Osmar R. Zaiane, Maria-Luiza Antonie. Classifying Text Documents by Associating Terms With Text Categories.  Australasian Database Conference'2002.     Cited By 87[Bibtex]
[35]Weinan Wang, Osmar R. Zaiane. Clustering Web Sessions by Sequence Alignment.  DEXA Workshops'2002. pp.394~398    Cited By 68[Bibtex] [PDF]
[34]Osmar R. Zaiane. Building a Recommender Agent for e-Learning Systems.  ICCE'2002. pp.55~59    Cited By 125[Bibtex] [PDF]
[33]Maria-Luiza Antonie, Osmar R. Zaiane. Text Document Categorization by Term Association.  ICDM'2002. pp.19~26    Cited By 3[Bibtex] [PDF]
[32]Osmar R. Zaiane, Chi-Hoon Lee. Clustering Spatial Data when Facing Physical Constraints.  ICDM'2002. pp.737~740    Cited By 44[Bibtex] [PDF]
[31]Andrew Foss, Osmar R. Zaiane. A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets.  ICDM'2002. pp.179~186    Cited By 25[Bibtex] [PDF]
[30]Osmar R. Zaiane, Chi-Hoon Lee. Clustering Spatial Data in the Presence of Obstacles: a Density-Based Approach.  IDEAS'2002. pp.214~223    Cited By 14[Bibtex]
[29]Osmar R. Zaiane, Maria-Luiza Antonie, Alexandru Coman. Mammography Classification By an Association Rule-based Classifier.  MDM/KDD'2002. pp.62~69    Cited By 62[Bibtex] [PDF]
[28]Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman. Associative Classifiers for Medical Images.  Revised Papers from MDM/KDD and PAKDD/KDMCD'2002. pp.68~83    Cited By 33[Bibtex] [PDF]
[27]Osmar R. Zaiane, Alexander Strilets. Finding Similar Queries to Satisfy Searches Based on Query Traces.  OOIS Workshops'2002. pp.207~216    Cited By 18[Bibtex]
[26]Osmar R. Zaiane, Andrew Foss, Chi-Hoon Lee, Weinan Wang. On Data Clustering Analysis: Scalability, Constraints, and Validation.  PAKDD'2002. pp.28~39    Cited By 44[Bibtex] [PDF]
[25]Osmar R. Zaiane. Guest Editor's Introduction - Special Issue on Multimedia Data Mining. J. Intell. Inf. Syst., 2002: 5~6   [Bibtex]
[24]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 9[Bibtex]
[23]Osmar R. Zaiane, Simeon J. Simoff. MDM/KDD: Multimedia Data Mining for the Second Time. SIGKDD Explorations, 2002: 65~67    Cited By 4[Bibtex]
[22]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 14[Bibtex]
2001(8)
[21]Ayman Ammoura, Osmar R. Zaiane, Yuan Ji. Immersed Visual Data Mining: Walking the Walk.  BNCOD'2001. pp.202~218    Cited By 9[Bibtex]
[20]Ayman Ammoura, Osmar R. Zaiane, Randy Goebel. Towards a Novel OLAP Interface for Distributed Data Warehouses.  DaWaK'2001. pp.174~185    Cited By 17[Bibtex]
[19]Hang Cui, Osmar R. Zaiane. Hierarchically Structural Approach to Improving the Browsability of Web Search Engine Results.  DEXA Workshop'2001. pp.956~960   [Bibtex]
[18]Osmar R. Zaiane, Jun Luo. Towards Evaluating Learners' Behaviour in a Web-Based Distance Learning Environment.  ICALT'2001. pp.357~360    Cited By 84[Bibtex] [PDF]
[17]Osmar R. Zaiane, Mohammad El-Hajj, Paul Lu. Fast Parallel Association Rule Mining without Candidacy Generation.  ICDM'2001. pp.665~668    Cited By 59[Bibtex] [PDF]
[16]Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman. Application of Data Mining Techniques for Medical Image Classification.  MDM/KDD'2001. pp.94~101    Cited By 139[Bibtex] [PDF]
[15]Osmar R. Zaiane, Ayman Ammoura. On-Line Analytical Processing while Immersed in a Cave.  UIDIS'2001. pp.102~115   [Bibtex]
[14]Osmar R. Zaiane. Building virtual web views. Data Knowl. Eng., 2001: 143~163    Cited By 17[Bibtex]
2000(4)
[13]Osmar R. Zaiane, Jiawei Han, Hua Zhu. Mining Recurrent Items in Multimedia with Progressive Resolution Refinement.  ICDE'2000. pp.461~470    Cited By 79[Bibtex]
[12]Simeon J. Simoff, Osmar R. Zaiane. Multimedia data mining (workshop session - title only).  KDD'2000. pp.534~534   [Bibtex]
[11]Bruce Matichuk, Osmar R. Zaiane. Unsupervised Classification of Sound for Multimedia Indexing.  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.  ADL'1998. pp.19~29    Cited By 447[Bibtex] [PDF]
[8]Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Jean Hou. Mining multimedia data.  CASCON'1998. pp.24~24    Cited By 68[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.  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.  SIGMOD Conference'1998. pp.581~583    Cited By 118[Bibtex] [PDF]
[5]Osmar R. Zaiane, Jiawei Han. WebML: Querying the World-Wide Web for Resources and Knowledge.  Workshop on Web Information and Data Management'1998. pp.9~12    Cited By 2[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.  CASCON'1997. pp.8~8    Cited By 61[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.  KDD'1996. pp.250~255   [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.  SIGMOD Conference'1996. pp.550~550    Cited By 13[Bibtex] [PDF]
1995(1)
[1]Osmar R. Zaiane, Jiawei Han. Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment.  KDD'1995. pp.331~336    Cited By 31[Bibtex] [PDF]