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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 DengOsmar R. ZaianeContrasting Sequence Groups by Emerging Sequences. In Proceedings of Discovery Science'2009. pp.377~384   [Bibtex]
[88]Jiyang ChenOsmar R. ZaianeRandy GoebelDetecting Communities in Social Networks Using Max-Min Modularity. In Proceedings of SDM'2009. pp.978~989   [Bibtex]
[87]Hongqin FanOsmar R. ZaianeAndrew FossJunfeng WuResolution-based outlier factor: detecting the top- n most outlying data points in engineering data. Knowl. Inf. Syst., 2009: 31~51   [Bibtex]
[86]Dilhan PereraJudy KayIrena KoprinskaKalina YacefOsmar R. ZaianeClustering and Sequential Pattern Mining of Online Collaborative Learning Data. IEEE Trans. Knowl. Data Eng., 2009: 759~772   [Bibtex]
2008(7)
[85]Osmar R. ZaianeLe forage de reseaux sociaux. In Proceedings of EGC'2008. pp.3~3   [Bibtex]
[84]S. Vahid JazayeriOsmar R. ZaianePlant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences. In Proceedings of ICDM Workshops'2008. pp.228~237    Cited By 1[Bibtex]
[83]Andrew FossOsmar R. ZaianeEstimating 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 ChodosOsmar R. ZaianeARC-UI: Visualization Tool for Associative Classifiers. In Proceedings of IV'2008. pp.296~301    Cited By 1[Bibtex]
[81]Jiyang ChenOsmar R. ZaianeRandy GoebelAn 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 LeeOsmar R. ZaianeHo-Hyun ParkJiayuan HuangRussell GreinerClustering high dimensional data: A graph-based relaxed optimization approach. Inf. Sci., 2008: 4501~4511    Cited By 7[Bibtex]
[79]Olfa NasraouiMyra SpiliopoulouOsmar R. ZaianeJaideep SrivastavaBamshad MobasherWebKDD 2008: 10 years of knowledge discovery on the web post-workshop report. SIGKDD Explorations, 2008: 78~83   [Bibtex]
2007(7)
[78]Mohammad El-HajjJiyang ChenOsmar R. ZaianeRandy GoebelConstraint-Based Mining of Web Page Associations. In Proceedings of Australian Conference on Artificial Intelligence'2007. pp.315~326   [Bibtex]
[77]Amit SatsangiOsmar R. ZaianeContrasting the Contrast Sets: An Alternative Approach. In Proceedings of IDEAS'2007. pp.114~119    Cited By 5[Bibtex]
[76]Abhishek SrivastavaOsmar R. ZaianeMaria-Luiza AntonieFeature Space Enrichment by Incorporation of Implicit Features for Effective Classification. In Proceedings of IDEAS'2007. pp.141~148   [Bibtex]
[75]Jiyang ChenTong ZhengWilliam ThorneDaniel HuntleyOsmar R. ZaianeRandy GoebelVisualizing Web Navigation Data with Polygon Graphs. In Proceedings of IV'2007. pp.232~237    Cited By 2[Bibtex]
[74]Jiyang ChenTong ZhengWilliam ThorneOsmar R. ZaianeRandy GoebelVisual Data Mining of Web Navigational Data. In Proceedings of IV'2007. pp.649~656    Cited By 2[Bibtex]
[73]Osmar R. ZaianeJiyang ChenRandy GoebelMining Research Communities in Bibliographical Data. In Proceedings of WebKDD/SNA-KDD'2007. pp.59~76   [Bibtex]
[72]Stanley R. M. OliveiraOsmar R. ZaianeA 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 PeiOsmar R. ZaianeYong GaoAn 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 AntonieOsmar R. ZaianeRobert C. HolteLearning 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-HajjOsmar R. ZaianeParallel 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 FanOsmar R. ZaianeAndrew FossJunfeng WuA 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. ZaianeYang WangRandy GoebelGregory J. TaylorFrequent Subsequence-Based Protein Localization. In Proceedings of BioDM'2006. pp.35~47    Cited By 2[Bibtex]
[66]Chi-Hoon LeeRussell GreinerOsmar R. ZaianeEfficient Spatial Classification Using Decoupled Conditional Random Fields. In Proceedings of PKDD'2006. pp.272~283    Cited By 5[Bibtex]
[65]Mohammad El-HajjOsmar R. ZaianeParallel Bifold: Large-scale parallel pattern mining with constraints. Distributed and Parallel Databases, 2006: 225~243   [Bibtex]
[64]Stanley R. M. OliveiraOsmar R. ZaianeA unified framework for protecting sensitive association rules in business collaboration. IJBIDM, 2006: 247~287    Cited By 16[Bibtex]
[63]Gabor MelliOsmar R. ZaianeBrendan KittsIntroduction 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-HajjOsmar R. ZaianeFinding All Frequent Patterns Starting from the Closure. In Proceedings of ADMA'2005. pp.67~74    Cited By 6[Bibtex]
[61]Osmar R. ZaianeRelevance of Counting in Data Mining Tasks. In Proceedings of ADMA'2005. pp.14~18   [Bibtex]
[60]Mohammad El-HajjOsmar R. ZaianeMining 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. ZaianeMohammad El-HajjYi LiStella LukScrutinizing Frequent Pattern Discovery Performance. In Proceedings of ICDE'2005. pp.1109~1110    Cited By 2[Bibtex]
[58]Mohammad El-HajjOsmar R. ZaianePaul NalosBifold 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. ZaianeMohammad El-HajjPattern lattice traversal by selective jumps. In Proceedings of KDD'2005. pp.729~735    Cited By 6[Bibtex]
[56]Osmar R. ZaianeMaria-Luiza AntonieOn Pruning and Tuning Rules for Associative Classifiers. In Proceedings of KES (3)'2005. pp.966~973    Cited By 11[Bibtex]
[55]Rafal RakWojciech StachOsmar R. ZaianeMaria-Luiza AntonieConsidering Re-occurring Features in Associative Classifiers. In Proceedings of PAKDD'2005. pp.240~248    Cited By 8[Bibtex]
[54]Olfa NasraouiOsmar R. ZaianeMyra SpiliopoulouBamshad MobasherBrij M. MasandPhilip S. YuWebKDD 2005: web mining and web usage analysis post-workshop report. SIGKDD Explorations, 2005: 139~142    Cited By 2[Bibtex]
2004(9)
[53]Yang WangOsmar R. ZaianeRandy GoebelJennafer L. SouthronUrmila BasuRandy M. WhittalJulie L. StephensGregory J. TaylorDeveloping 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 AntonieOsmar R. ZaianeAn associative classifier based on positive and negative rules. In Proceedings of DMKD'2004. pp.64~69    Cited By 41[Bibtex]
[51]Mohammad El-HajjOsmar R. ZaianeCOFI approach for mining frequent itemsets revisited. In Proceedings of DMKD'2004. pp.70~75    Cited By 6[Bibtex] [PDF]
[50]Jia LiOsmar R. ZaianeCombining 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. ZaianeJia LiRobert HaywardMission-Based Navigational Behaviour Modeling for Web Recommender Systems. In Proceedings of WebKDD'2004. pp.37~55    Cited By 1[Bibtex]
[48]Stanley R. M. OliveiraOsmar R. ZaianeYucel SayginSecure Association Rule Sharing. In Proceedings of PAKDD'2004. pp.74~85    Cited By 46[Bibtex]
[47]Maria-Luiza AntonieOsmar R. ZaianeMining 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. OliveiraOsmar R. ZaianeAchieving Privacy Preservation when Sharing Data for Clustering. In Proceedings of Secure Data Management'2004. pp.67~82    Cited By 48[Bibtex]
[45]Jiyang ChenLisheng SunOsmar R. ZaianeRandy GoebelVisualizing and Discovering Web Navigational Patterns. In Proceedings of WebDB'2004. pp.13~18    Cited By 22[Bibtex] [PDF]
2003(8)
[44]Mohammad El-HajjOsmar R. ZaianeNon-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-HajjOsmar R. ZaianeParallel Association Rule Mining with Minimum Inter-Processor Communication. In Proceedings of DEXA Workshops'2003. pp.519~523    Cited By 6[Bibtex]
[42]Osmar R. ZaianeMohammad El-HajjCOFI-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. OliveiraOsmar R. ZaianeProtecting Sensitive Knowledge By Data Sanitization. In Proceedings of ICDM'2003. pp.613~616    Cited By 72[Bibtex] [PDF]
[40]William CheungOsmar R. ZaianeIncremental 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. OliveiraOsmar R. ZaianeAlgorithms 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-HajjOsmar R. ZaianeInverted 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. OliveiraOsmar R. ZaianePrivacy Preserving Clustering by Data Transformation. In Proceedings of SBBD'2003. pp.304~318    Cited By 73[Bibtex] [PDF]
2002(15)
[36]Osmar R. ZaianeMaria-Luiza AntonieClassifying Text Documents by Associating Terms With Text Categories. In Proceedings of Australasian Database Conference'2002.     Cited By 70[Bibtex]
[35]Weinan WangOsmar R. ZaianeClustering Web Sessions by Sequence Alignment. In Proceedings of DEXA Workshops'2002. pp.394~398    Cited By 59[Bibtex] [PDF]
[34]Osmar R. ZaianeBuilding a Recommender Agent for e-Learning Systems. In Proceedings of ICCE'2002. pp.55~59    Cited By 92[Bibtex] [PDF]
[33]Andrew FossOsmar R. ZaianeA 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 AntonieOsmar R. ZaianeText Document Categorization by Term Association. In Proceedings of ICDM'2002. pp.19~26    Cited By 90[Bibtex] [PDF]
[31]Osmar R. ZaianeChi-Hoon LeeClustering Spatial Data when Facing Physical Constraints. In Proceedings of ICDM'2002. pp.737~740    Cited By 31[Bibtex]
[30]Osmar R. ZaianeChi-Hoon LeeClustering 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. ZaianeMaria-Luiza AntonieAlexandru ComanMammography Classification By an Association Rule-based Classifier. In Proceedings of MDM/KDD'2002. pp.62~69    Cited By 49[Bibtex]
[28]Maria-Luiza AntonieOsmar R. ZaianeAlexandru ComanAssociative 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. ZaianeAlexander StriletsFinding 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. ZaianeAndrew FossChi-Hoon LeeWeinan WangOn Data Clustering Analysis: Scalability, Constraints, and Validation. In Proceedings of PAKDD'2002. pp.28~39    Cited By 31[Bibtex]
[25]Osmar R. ZaianeGuest Editor's Introduction - Special Issue on Multimedia Data Mining. J. Intell. Inf. Syst., 2002: 5~6   [Bibtex]
[24]Brij M. MasandMyra SpiliopoulouJaideep SrivastavaOsmar R. ZaianeWEBKDD 2002 - Web Mining for Usage Patterns Profiles. SIGKDD Explorations, 2002: 125~125    Cited By 9[Bibtex]
[23]Simeon J. SimoffChabane DjerabaOsmar R. ZaianeMDM/KDD 2002: Multimedia Data Mining between Promises and Problems. SIGKDD Explorations, 2002: 118~121    Cited By 5[Bibtex]
[22]Osmar R. ZaianeSimeon J. SimoffMDM/KDD: Multimedia Data Mining for the Second Time. SIGKDD Explorations, 2002: 65~67    Cited By 3[Bibtex]
2001(8)
[21]Ayman AmmouraOsmar R. ZaianeYuan JiImmersed Visual Data Mining: Walking the Walk. In Proceedings of BNCOD'2001. pp.202~218    Cited By 8[Bibtex]
[20]Ayman AmmouraOsmar R. ZaianeRandy GoebelTowards a Novel OLAP Interface for Distributed Data Warehouses. In Proceedings of DaWaK'2001. pp.174~185    Cited By 14[Bibtex] [PDF]
[19]Hang CuiOsmar R. ZaianeHierarchically Structural Approach to Improving the Browsability of Web Search Engine Results. In Proceedings of DEXA Workshop'2001. pp.956~960   [Bibtex]
[18]Osmar R. ZaianeJun LuoTowards 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. ZaianeMohammad El-HajjPaul LuFast Parallel Association Rule Mining without Candidacy Generation. In Proceedings of ICDM'2001. pp.665~668    Cited By 52[Bibtex] [PDF]
[16]Maria-Luiza AntonieOsmar R. ZaianeAlexandru ComanApplication of Data Mining Techniques for Medical Image Classification. In Proceedings of MDM/KDD'2001. pp.94~101    Cited By 114[Bibtex]
[15]Osmar R. ZaianeAyman AmmouraOn-Line Analytical Processing while Immersed in a Cave. In Proceedings of UIDIS'2001. pp.102~115   [Bibtex]
[14]Osmar R. ZaianeBuilding virtual web views. Data Knowl. Eng., 2001: 143~163    Cited By 13[Bibtex]
2000(4)
[13]Osmar R. ZaianeJiawei HanHua ZhuMining Recurrent Items in Multimedia with Progressive Resolution Refinement. In Proceedings of ICDE'2000. pp.461~470    Cited By 69[Bibtex] [PDF]
[12]Simeon J. SimoffOsmar R. ZaianeMultimedia data mining (workshop session - title only). In Proceedings of KDD'2000. pp.534~534   [Bibtex]
[11]Bruce MatichukOsmar R. ZaianeUnsupervised Classification of Sound for Multimedia Indexing. In Proceedings of MDM/KDD'2000. pp.31~36    Cited By 1[Bibtex] [PDF]
[10]Simeon J. SimoffOsmar R. ZaianeReport 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. ZaianeMan XinJiawei HanDiscovering 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. ZaianeJiawei HanZe-Nian LiJean HouMining multimedia data. In Proceedings of CASCON'1998. pp.24~24    Cited By 64[Bibtex]
[7]Ze-Nian LiOsmar R. ZaianeBing YanC-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. ZaianeJiawei HanZe-Nian LiSonny Han Seng CheeJenny ChiangMultiMediaMiner: A System Prototype for Multimedia Data Mining. In Proceedings of SIGMOD Conference'1998. pp.581~583    Cited By 106[Bibtex] [PDF]
[5]Osmar R. ZaianeJiawei HanWebML: 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 HanJenny ChiangSonny Han Seng CheeJianping ChenQing ChenShan ChengWan GongMicheline KamberKrzysztof KoperskiGang LiuYijun LuNebojsa StefanovicLara WinstoneBetty XiaOsmar R. ZaianeShuhua ZhangHua ZhuDBMiner: 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 HanYongjian FuWei WangJenny ChiangWan GongKrzysztof KoperskiDeyi LiYijun LuAmynmohamed RajanNebojsa StefanovicBetty XiaOsmar R. ZaianeDBMiner: A System for Mining Knowledge in Large Relational Databases. In Proceedings of KDD'1996. pp.250~255    Cited By 166[Bibtex] [PDF]
[2]Jiawei HanYongjian FuWei WangJenny ChiangOsmar R. ZaianeKrzysztof KoperskiDBMiner: 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. ZaianeJiawei HanResource 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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