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Osmar R. Zaïane: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. 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. [Citation Graph (7, 0)][DBLP]
    KDD, 1996, pp:250-255 [Conf]
  2. Osmar R. Zaïane, Man Xin, Jiawei Han
    Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs. [Citation Graph (5, 0)][DBLP]
    ADL, 1998, pp:19-29 [Conf]
  3. Osmar R. Zaïane, Jiawei Han
    Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment. [Citation Graph (1, 0)][DBLP]
    KDD, 1995, pp:331-336 [Conf]
  4. Osmar R. Zaïane, Jiawei Han, Ze-Nian Li, Sonny Han Seng Chee, Jenny Chiang
    MultiMediaMiner: A System Prototype for Multimedia Data Mining. [Citation Graph (1, 4)][DBLP]
    SIGMOD Conference, 1998, pp:581-583 [Conf]
  5. Osmar R. Zaïane, Jiawei Han
    WebML: Querying the World-Wide Web for Resources and Knowledge. [Citation Graph (1, 0)][DBLP]
    Workshop on Web Information and Data Management, 1998, pp:9-12 [Conf]
  6. Osmar R. Zaïane, Maria-Luiza Antonie
    Classifying Text Documents by Associating Terms With Text Categories. [Citation Graph (0, 0)][DBLP]
    Australasian Database Conference, 2002, pp:- [Conf]
  7. Mohammad El-Hajj, Osmar R. Zaïane
    Finding All Frequent Patterns Starting from the Closure. [Citation Graph (0, 0)][DBLP]
    ADMA, 2005, pp:67-74 [Conf]
  8. Osmar R. Zaïane
    Relevance of Counting in Data Mining Tasks. [Citation Graph (0, 0)][DBLP]
    ADMA, 2005, pp:14-18 [Conf]
  9. Mohammad El-Hajj, Osmar R. Zaïane
    Mining with Constraints by Pruning and Avoiding Ineffectual Processing. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2005, pp:1001-1004 [Conf]
  10. Ayman Ammoura, Osmar R. Zaïane, Yuan Ji
    Immersed Visual Data Mining: Walking the Walk. [Citation Graph (0, 0)][DBLP]
    BNCOD, 2001, pp:202-218 [Conf]
  11. 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. Zaïane, Shuhua Zhang, Hua Zhu
    DBMiner: a system for data mining in relational databases and data warehouses. [Citation Graph (0, 0)][DBLP]
    CASCON, 1997, pp:8- [Conf]
  12. Osmar R. Zaïane, Jiawei Han, Ze-Nian Li, Jean Hou
    Mining multimedia data. [Citation Graph (0, 0)][DBLP]
    CASCON, 1998, pp:24- [Conf]
  13. Ayman Ammoura, Osmar R. Zaïane, Randy Goebel
    Towards a Novel OLAP Interface for Distributed Data Warehouses. [Citation Graph (0, 0)][DBLP]
    DaWaK, 2001, pp:174-185 [Conf]
  14. Mohammad El-Hajj, Osmar R. Zaïane
    Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations. [Citation Graph (0, 0)][DBLP]
    DaWaK, 2003, pp:371-380 [Conf]
  15. Hang Cui, Osmar R. Zaïane
    Hierarchically Structural Approach to Improving the Browsability of Web Search Engine Results. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 2001, pp:956-960 [Conf]
  16. Mohammad El-Hajj, Osmar R. Zaïane
    Parallel Association Rule Mining with Minimum Inter-Processor Communication. [Citation Graph (0, 0)][DBLP]
    DEXA Workshops, 2003, pp:519-523 [Conf]
  17. Ze-Nian Li, Osmar R. Zaïane, Bing Yan
    C-BIRD: Content-Based Image Retrieval from Digital Libraries Using Illumination Invariance and Recognition Kernel. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 1998, pp:361-366 [Conf]
  18. Weinan Wang, Osmar R. Zaïane
    Clustering Web Sessions by Sequence Alignment. [Citation Graph (0, 0)][DBLP]
    DEXA Workshops, 2002, pp:394-398 [Conf]
  19. 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. [Citation Graph (0, 0)][DBLP]
    DEXA Workshops, 2004, pp:366-370 [Conf]
  20. Maria-Luiza Antonie, Osmar R. Zaïane
    An associative classifier based on positive and negative rules. [Citation Graph (0, 0)][DBLP]
    DMKD, 2004, pp:64-69 [Conf]
  21. Mohammad El-Hajj, Osmar R. Zaïane
    COFI approach for mining frequent itemsets revisited. [Citation Graph (0, 0)][DBLP]
    DMKD, 2004, pp:70-75 [Conf]
  22. Jia Li, Osmar R. Zaïane
    Combining Usage, Content, and Structure Data to Improve Web Site Recommendation. [Citation Graph (0, 0)][DBLP]
    EC-Web, 2004, pp:305-315 [Conf]
  23. Osmar R. Zaïane, Mohammad El-Hajj
    COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation. [Citation Graph (0, 0)][DBLP]
    FIMI, 2003, pp:- [Conf]
  24. Osmar R. Zaïane, Jun Luo
    Towards Evaluating Learners' Behaviour in a Web-Based Distance Learning Environment. [Citation Graph (0, 0)][DBLP]
    ICALT, 2001, pp:357-360 [Conf]
  25. Osmar R. Zaïane
    Building a Recommender Agent for e-Learning Systems. [Citation Graph (0, 0)][DBLP]
    ICCE, 2002, pp:55-59 [Conf]
  26. Osmar R. Zaïane, Mohammad El-Hajj, Yi Li, Stella Luk
    Scrutinizing Frequent Pattern Discovery Performance. [Citation Graph (0, 0)][DBLP]
    ICDE, 2005, pp:1109-1110 [Conf]
  27. Osmar R. Zaïane, Jiawei Han, Hua Zhu
    Mining Recurrent Items in Multimedia with Progressive Resolution Refinement. [Citation Graph (0, 0)][DBLP]
    ICDE, 2000, pp:461-470 [Conf]
  28. Andrew Foss, Osmar R. Zaïane
    A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:179-186 [Conf]
  29. Maria-Luiza Antonie, Osmar R. Zaïane
    Text Document Categorization by Term Association. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:19-26 [Conf]
  30. Mohammad El-Hajj, Osmar R. Zaïane, Paul Nalos
    Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:146-153 [Conf]
  31. Stanley R. M. Oliveira, Osmar R. Zaïane
    Protecting Sensitive Knowledge By Data Sanitization. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:613-616 [Conf]
  32. Osmar R. Zaïane, Mohammad El-Hajj, Paul Lu
    Fast Parallel Association Rule Mining without Candidacy Generation. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:665-668 [Conf]
  33. Osmar R. Zaïane, Chi-Hoon Lee
    Clustering Spatial Data when Facing Physical Constraints. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:737-740 [Conf]
  34. Yaling Pei, Osmar R. Zaïane, Yong Gao
    An Efficient Reference-Based Approach to Outlier Detection in Large Datasets. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:478-487 [Conf]
  35. Maria-Luiza Antonie, Osmar R. Zaïane, Robert C. Holte
    Learning to Use a Learned Model: A Two-Stage Approach to Classification. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:33-42 [Conf]
  36. Mohammad El-Hajj, Osmar R. Zaïane
    Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment. [Citation Graph (0, 0)][DBLP]
    ICPADS (1), 2006, pp:135-142 [Conf]
  37. William Cheung, Osmar R. Zaïane
    Incremental Mining of Frequent Patterns without Candidate Generation or Support Constraint. [Citation Graph (0, 0)][DBLP]
    IDEAS, 2003, pp:111-116 [Conf]
  38. Stanley R. M. Oliveira, Osmar R. Zaïane
    Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining. [Citation Graph (0, 0)][DBLP]
    IDEAS, 2003, pp:54-65 [Conf]
  39. Osmar R. Zaïane, Chi-Hoon Lee
    Clustering Spatial Data in the Presence of Obstacles: a Density-Based Approach. [Citation Graph (0, 0)][DBLP]
    IDEAS, 2002, pp:214-223 [Conf]
  40. Maria-Luiza Antonie, Osmar R. Zaïane, Alexandru Coman
    Application of Data Mining Techniques for Medical Image Classification. [Citation Graph (0, 0)][DBLP]
    MDM/KDD, 2001, pp:94-101 [Conf]
  41. Maria-Luiza Antonie, Osmar R. Zaïane, Alexandru Coman
    Associative Classifiers for Medical Images. [Citation Graph (0, 0)][DBLP]
    Revised Papers from MDM/KDD and PAKDD/KDMCD, 2002, pp:68-83 [Conf]
  42. Mohammad El-Hajj, Osmar R. Zaïane
    Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:109-118 [Conf]
  43. Bruce Matichuk, Osmar R. Zaïane
    Unsupervised Classification of Sound for Multimedia Indexing. [Citation Graph (0, 0)][DBLP]
    MDM/KDD, 2000, pp:31-36 [Conf]
  44. Simeon J. Simoff, Osmar R. Zaïane
    Multimedia data mining (workshop session - title only). [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:534- [Conf]
  45. Osmar R. Zaïane, Maria-Luiza Antonie, Alexandru Coman
    Mammography Classification By an Association Rule-based Classifier. [Citation Graph (0, 0)][DBLP]
    MDM/KDD, 2002, pp:62-69 [Conf]
  46. Osmar R. Zaïane, Mohammad El-Hajj
    Pattern lattice traversal by selective jumps. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:729-735 [Conf]
  47. Osmar R. Zaïane, Maria-Luiza Antonie
    On Pruning and Tuning Rules for Associative Classifiers. [Citation Graph (0, 0)][DBLP]
    KES (3), 2005, pp:966-973 [Conf]
  48. Osmar R. Zaïane, Alexander Strilets
    Finding Similar Queries to Satisfy Searches Based on Query Traces. [Citation Graph (0, 0)][DBLP]
    OOIS Workshops, 2002, pp:207-216 [Conf]
  49. Hongqin Fan, Osmar R. Zaïane, Andrew Foss, Junfeng Wu
    A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2006, pp:557-566 [Conf]
  50. Stanley R. M. Oliveira, Osmar R. Zaïane, Yücel Saygin
    Secure Association Rule Sharing. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:74-85 [Conf]
  51. Rafal Rak, Wojciech Stach, Osmar R. Zaïane, Maria-Luiza Antonie
    Considering Re-occurring Features in Associative Classifiers. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2005, pp:240-248 [Conf]
  52. Osmar R. Zaïane, Andrew Foss, Chi-Hoon Lee, Weinan Wang
    On Data Clustering Analysis: Scalability, Constraints, and Validation. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2002, pp:28-39 [Conf]
  53. Osmar R. Zaïane, Yang Wang, Randy Goebel, Gregory J. Taylor
    Frequent Subsequence-Based Protein Localization. [Citation Graph (0, 0)][DBLP]
    BioDM, 2006, pp:35-47 [Conf]
  54. Maria-Luiza Antonie, Osmar R. Zaïane
    Mining Positive and Negative Association Rules: An Approach for Confined Rules. [Citation Graph (0, 0)][DBLP]
    PKDD, 2004, pp:27-38 [Conf]
  55. Chi-Hoon Lee, Russell Greiner, Osmar R. Zaïane
    Efficient Spatial Classification Using Decoupled Conditional Random Fields. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:272-283 [Conf]
  56. Stanley R. M. Oliveira, Osmar R. Zaïane
    Privacy Preserving Clustering by Data Transformation. [Citation Graph (0, 0)][DBLP]
    SBBD, 2003, pp:304-318 [Conf]
  57. Stanley R. M. Oliveira, Osmar R. Zaïane
    Achieving Privacy Preservation when Sharing Data for Clustering. [Citation Graph (0, 0)][DBLP]
    Secure Data Management, 2004, pp:67-82 [Conf]
  58. Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Osmar R. Zaïane, Krzysztof Koperski
    DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases. [Citation Graph (0, 2)][DBLP]
    SIGMOD Conference, 1996, pp:550- [Conf]
  59. Osmar R. Zaïane, Ayman Ammoura
    On-Line Analytical Processing while Immersed in a Cave. [Citation Graph (0, 0)][DBLP]
    UIDIS, 2001, pp:102-115 [Conf]
  60. Jiyang Chen, Lisheng Sun, Osmar R. Zaïane, Randy Goebel
    Visualizing and Discovering Web Navigational Patterns. [Citation Graph (0, 0)][DBLP]
    WebDB, 2004, pp:13-18 [Conf]
  61. Stanley R. M. Oliveira, Osmar R. Zaïane
    A privacy-preserving clustering approach toward secure and effective data analysis for business collaboration. [Citation Graph (0, 0)][DBLP]
    Computers & Security, 2007, v:26, n:1, pp:81-93 [Journal]
  62. Osmar R. Zaïane
    Building virtual web views. [Citation Graph (0, 0)][DBLP]
    Data Knowl. Eng., 2001, v:39, n:2, pp:143-163 [Journal]
  63. Mohammad El-Hajj, Osmar R. Zaïane
    Parallel Bifold: Large-scale parallel pattern mining with constraints. [Citation Graph (0, 0)][DBLP]
    Distributed and Parallel Databases, 2006, v:20, n:3, pp:225-243 [Journal]
  64. Osmar R. Zaïane
    Guest Editor's Introduction - Special Issue on Multimedia Data Mining. [Citation Graph (0, 0)][DBLP]
    J. Intell. Inf. Syst., 2002, v:19, n:1, pp:5-6 [Journal]
  65. Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, Osmar R. Zaïane
    WEBKDD 2002 - Web Mining for Usage Patterns & Profiles. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:4, n:2, pp:125- [Journal]
  66. Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu
    WebKDD 2005: web mining and web usage analysis post-workshop report. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2005, v:7, n:2, pp:139-142 [Journal]
  67. Gabor Melli, Osmar R. Zaïane, Brendan Kitts
    Introduction to the special issue on successful real-world data mining applications. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2006, v:8, n:1, pp:1-2 [Journal]
  68. Simeon J. Simoff, Chabane Djeraba, Osmar R. Zaïane
    MDM/KDD 2002: Multimedia Data Mining between Promises and Problems. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:4, n:2, pp:118-121 [Journal]
  69. Simeon J. Simoff, Osmar R. Zaïane
    Report on MDM/KDD2000: The 1st International Workshop on Multimedia Data Mining. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:103-105 [Journal]
  70. Osmar R. Zaïane, Simeon J. Simoff
    MDM/KDD: Multimedia Data Mining for the Second Time. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:3, n:2, pp:65-67 [Journal]
  71. Jiyang Chen, Tong Zheng, William Thorne, Daniel Huntley, Osmar R. Zaïane, Randy Goebel
    Visualizing Web Navigation Data with Polygon Graphs. [Citation Graph (0, 0)][DBLP]
    IV, 2007, pp:232-237 [Conf]
  72. Jiyang Chen, Tong Zheng, William Thorne, Osmar R. Zaïane, Randy Goebel
    Visual Data Mining of Web Navigational Data. [Citation Graph (0, 0)][DBLP]
    IV, 2007, pp:649-656 [Conf]
  73. Osmar R. Zaïane, Jia Li, Robert Hayward
    Mission-Based Navigational Behaviour Modeling for Web Recommender Systems. [Citation Graph (0, 0)][DBLP]
    WebKDD, 2004, pp:37-55 [Conf]

  74. Constraint-Based Mining of Web Page Associations. [Citation Graph (, )][DBLP]


  75. An Occurrence Based Approach to Mine Emerging Sequences. [Citation Graph (, )][DBLP]


  76. Contrasting Sequence Groups by Emerging Sequences. [Citation Graph (, )][DBLP]


  77. Le forage de réseaux sociaux. [Citation Graph (, )][DBLP]


  78. Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences. [Citation Graph (, )][DBLP]


  79. Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications. [Citation Graph (, )][DBLP]


  80. Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based Ranking. [Citation Graph (, )][DBLP]


  81. Contrasting the Contrast Sets: An Alternative Approach. [Citation Graph (, )][DBLP]


  82. Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification. [Citation Graph (, )][DBLP]


  83. ARC-UI: Visualization Tool for Associative Classifiers. [Citation Graph (, )][DBLP]


  84. Mining Research Communities in Bibliographical Data. [Citation Graph (, )][DBLP]


  85. PROM-OOGLE: data mining and integration of on-line databases to discover gene promoters. [Citation Graph (, )][DBLP]


  86. A study on interestingness measures for associative classifiers. [Citation Graph (, )][DBLP]


  87. Detecting Communities in Social Networks Using Max-Min Modularity. [Citation Graph (, )][DBLP]


  88. An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities. [Citation Graph (, )][DBLP]


  89. Detecting Communities in Large Networks by Iterative Local Expansion. [Citation Graph (, )][DBLP]


  90. Local Community Identification in Social Networks. [Citation Graph (, )][DBLP]


  91. A Visual Data Mining Approach to Find Overlapping Communities in Networks. [Citation Graph (, )][DBLP]


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