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Osmar R. Zaïane Vis

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*2009
99EEKang Deng, Osmar R. Zaïane: Contrasting Sequence Groups by Emerging Sequences. Discovery Science 2009: 377-384
98EEJiyang Chen, Osmar R. Zaïane, Randy Goebel: Detecting Communities in Social Networks Using Max-Min Modularity. SDM 2009: 978-989
97EEDilhan Perera, Judy Kay, Irena Koprinska, Kalina Yacef, Osmar R. Zaïane: Clustering and Sequential Pattern Mining of Online Collaborative Learning Data. IEEE Trans. Knowl. Data Eng. 21(6): 759-772 (2009)
96EEHongqin Fan, Osmar R. Zaïane, Andrew Foss, Junfeng Wu: Resolution-based outlier factor: detecting the top- n most outlying data points in engineering data. Knowl. Inf. Syst. 19(1): 31-51 (2009)
2008
95 Osmar R. Zaïane: Le forage de réseaux sociaux. EGC 2008: 3
94EES. Vahid Jazayeri, Osmar R. Zaïane: Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences. ICDM Workshops 2008: 228-237
93EEAndrew Foss, Osmar R. Zaïane: Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications. ICDM Workshops 2008: 673-681
92EEDavid Chodos, Osmar R. Zaïane: ARC-UI: Visualization Tool for Associative Classifiers. IV 2008: 296-301
91EEJiyang Chen, Osmar R. Zaïane, Randy Goebel: An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities. Web Intelligence 2008: 725-729
90EEChi-Hoon Lee, Osmar R. Zaïane, Ho-Hyun Park, Jiayuan Huang, Russell Greiner: Clustering high dimensional data: A graph-based relaxed optimization approach. Inf. Sci. 178(23): 4501-4511 (2008)
89EEOlfa Nasraoui, Myra Spiliopoulou, Osmar R. Zaïane, Jaideep Srivastava, Bamshad Mobasher: WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report. SIGKDD Explorations 10(2): 78-83 (2008)
2007
88 Reda Alhajj, Hong Gao, Xue Li, Jianzhong Li, Osmar R. Zaïane: Advanced Data Mining and Applications, Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007, Proceedings Springer 2007
87EEMohammad El-Hajj, Jiyang Chen, Osmar R. Zaïane, Randy Goebel: Constraint-Based Mining of Web Page Associations. Australian Conference on Artificial Intelligence 2007: 315-326
86EEAmit Satsangi, Osmar R. Zaïane: Contrasting the Contrast Sets: An Alternative Approach. IDEAS 2007: 114-119
85EEAbhishek Srivastava, Osmar R. Zaïane, Maria-Luiza Antonie: Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification. IDEAS 2007: 141-148
84EEJiyang Chen, Tong Zheng, William Thorne, Daniel Huntley, Osmar R. Zaïane, Randy Goebel: Visualizing Web Navigation Data with Polygon Graphs. IV 2007: 232-237
83EEJiyang Chen, Tong Zheng, William Thorne, Osmar R. Zaïane, Randy Goebel: Visual Data Mining of Web Navigational Data. IV 2007: 649-656
82EEOsmar R. Zaïane, Jiyang Chen, Randy Goebel: Mining Research Communities in Bibliographical Data. WebKDD/SNA-KDD 2007: 59-76
81EEStanley R. M. Oliveira, Osmar R. Zaïane: A privacy-preserving clustering approach toward secure and effective data analysis for business collaboration. Computers & Security 26(1): 81-93 (2007)
2006
80 Xue Li, Osmar R. Zaïane, Zhanhuai Li: Advanced Data Mining and Applications, Second International Conference, ADMA 2006, Xi'an, China, August 14-16, 2006, Proceedings Springer 2006
79 Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu: Advances in Web Mining and Web Usage Analysis, 7th International Workshop on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, August 21, 2005. Revised Papers Springer 2006
78EEOsmar R. Zaïane, Yang Wang, Randy Goebel, Gregory J. Taylor: Frequent Subsequence-Based Protein Localization. BioDM 2006: 35-47
77EEMaria-Luiza Antonie, Osmar R. Zaïane, Robert C. Holte: Learning to Use a Learned Model: A Two-Stage Approach to Classification. ICDM 2006: 33-42
76EEYaling Pei, Osmar R. Zaïane, Yong Gao: An Efficient Reference-Based Approach to Outlier Detection in Large Datasets. ICDM 2006: 478-487
75EEMohammad El-Hajj, Osmar R. Zaïane: Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment. ICPADS (1) 2006: 135-142
74EEHongqin Fan, Osmar R. Zaïane, Andrew Foss, Junfeng Wu: A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data. PAKDD 2006: 557-566
73EEChi-Hoon Lee, Russell Greiner, Osmar R. Zaïane: Efficient Spatial Classification Using Decoupled Conditional Random Fields. PKDD 2006: 272-283
72EEMohammad El-Hajj, Osmar R. Zaïane: Parallel Bifold: Large-scale parallel pattern mining with constraints. Distributed and Parallel Databases 20(3): 225-243 (2006)
71EEStanley R. M. Oliveira, Osmar R. Zaïane: A unified framework for protecting sensitive association rules in business collaboration. IJBIDM 1(3): 247-287 (2006)
70EEGabor Melli, Osmar R. Zaïane, Brendan Kitts: Introduction to the special issue on successful real-world data mining applications. SIGKDD Explorations 8(1): 1-2 (2006)
2005
69EEOsmar R. Zaïane: Relevance of Counting in Data Mining Tasks. ADMA 2005: 14-18
68EEMohammad El-Hajj, Osmar R. Zaïane: Finding All Frequent Patterns Starting from the Closure. ADMA 2005: 67-74
67EEMohammad El-Hajj, Osmar R. Zaïane: Mining with Constraints by Pruning and Avoiding Ineffectual Processing. Australian Conference on Artificial Intelligence 2005: 1001-1004
66EEOsmar R. Zaïane, Mohammad El-Hajj, Yi Li, Stella Luk: Scrutinizing Frequent Pattern Discovery Performance. ICDE 2005: 1109-1110
65EEMohammad El-Hajj, Osmar R. Zaïane, Paul Nalos: Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking. ICDM 2005: 146-153
64EEOsmar R. Zaïane, Mohammad El-Hajj: Pattern lattice traversal by selective jumps. KDD 2005: 729-735
63EEOsmar R. Zaïane, Maria-Luiza Antonie: On Pruning and Tuning Rules for Associative Classifiers. KES (3) 2005: 966-973
62EERafal Rak, Wojciech Stach, Osmar R. Zaïane, Maria-Luiza Antonie: Considering Re-occurring Features in Associative Classifiers. PAKDD 2005: 240-248
61EEOlfa 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. SIGKDD Explorations 7(2): 139-142 (2005)
2004
60EEYang 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
59EEMaria-Luiza Antonie, Osmar R. Zaïane: An associative classifier based on positive and negative rules. DMKD 2004: 64-69
58EEMohammad El-Hajj, Osmar R. Zaïane: COFI approach for mining frequent itemsets revisited. DMKD 2004: 70-75
57EEJia Li, Osmar R. Zaïane: Combining Usage, Content, and Structure Data to Improve Web Site Recommendation. EC-Web 2004: 305-315
56EEStanley R. M. Oliveira, Osmar R. Zaïane, Yücel Saygin: Secure Association Rule Sharing. PAKDD 2004: 74-85
55EEMaria-Luiza Antonie, Osmar R. Zaïane: Mining Positive and Negative Association Rules: An Approach for Confined Rules. PKDD 2004: 27-38
54EEStanley R. M. Oliveira, Osmar R. Zaïane: Achieving Privacy Preservation when Sharing Data for Clustering. Secure Data Management 2004: 67-82
53EEJiyang Chen, Lisheng Sun, Osmar R. Zaïane, Randy Goebel: Visualizing and Discovering Web Navigational Patterns. WebDB 2004: 13-18
52EEOsmar R. Zaïane, Jia Li, Robert Hayward: Mission-Based Navigational Behaviour Modeling for Web Recommender Systems. WebKDD 2004: 37-55
2003
51 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
50 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
49EEMohammad El-Hajj, Osmar R. Zaïane: Parallel Association Rule Mining with Minimum Inter-Processor Communication. DEXA Workshops 2003: 519-523
48EEMohammad El-Hajj, Osmar R. Zaïane: Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations. DaWaK 2003: 371-380
47EEOsmar R. Zaïane, Mohammad El-Hajj: COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation. FIMI 2003
46EEStanley R. M. Oliveira, Osmar R. Zaïane: Protecting Sensitive Knowledge By Data Sanitization. ICDM 2003: 613-616
45EEWilliam Cheung, Osmar R. Zaïane: Incremental Mining of Frequent Patterns without Candidate Generation or Support Constraint. IDEAS 2003: 111-116
44EEStanley R. M. Oliveira, Osmar R. Zaïane: Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining. IDEAS 2003: 54-65
43EEMohammad 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
42 Stanley R. M. Oliveira, Osmar R. Zaïane: Privacy Preserving Clustering by Data Transformation. SBBD 2003: 304-318
2002
41 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
40 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
39 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
38EEOsmar R. Zaïane, Maria-Luiza Antonie: Classifying Text Documents by Associating Terms With Text Categories. Australasian Database Conference 2002
37EEWeinan Wang, Osmar R. Zaïane: Clustering Web Sessions by Sequence Alignment. DEXA Workshops 2002: 394-398
36 Osmar R. Zaïane: Building a Recommender Agent for e-Learning Systems. ICCE 2002: 55-59
35EEAndrew Foss, Osmar R. Zaïane: A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets. ICDM 2002: 179-186
34EEMaria-Luiza Antonie, Osmar R. Zaïane: Text Document Categorization by Term Association. ICDM 2002: 19-26
33EEOsmar R. Zaïane, Chi-Hoon Lee: Clustering Spatial Data when Facing Physical Constraints. ICDM 2002: 737-740
32EEOsmar R. Zaïane, Chi-Hoon Lee: Clustering Spatial Data in the Presence of Obstacles: a Density-Based Approach. IDEAS 2002: 214-223
31 Osmar R. Zaïane, Maria-Luiza Antonie, Alexandru Coman: Mammography Classification By an Association Rule-based Classifier. MDM/KDD 2002: 62-69
30EEOsmar R. Zaïane, Alexander Strilets: Finding Similar Queries to Satisfy Searches Based on Query Traces. OOIS Workshops 2002: 207-216
29EEOsmar R. Zaïane, Andrew Foss, Chi-Hoon Lee, Weinan Wang: On Data Clustering Analysis: Scalability, Constraints, and Validation. PAKDD 2002: 28-39
28EEMaria-Luiza Antonie, Osmar R. Zaïane, Alexandru Coman: Associative Classifiers for Medical Images. Revised Papers from MDM/KDD and PAKDD/KDMCD 2002: 68-83
27 Osmar R. Zaïane: Guest Editor's Introduction - Special Issue on Multimedia Data Mining. J. Intell. Inf. Syst. 19(1): 5-6 (2002)
26EEOsmar R. Zaïane, Simeon J. Simoff: MDM/KDD: Multimedia Data Mining for the Second Time. SIGKDD Explorations 3(2): 65-67 (2002)
25EESimeon J. Simoff, Chabane Djeraba, Osmar R. Zaïane: MDM/KDD 2002: Multimedia Data Mining between Promises and Problems. SIGKDD Explorations 4(2): 118-121 (2002)
24EEBrij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, Osmar R. Zaïane: WEBKDD 2002 - Web Mining for Usage Patterns & Profiles. SIGKDD Explorations 4(2): 125 (2002)
2001
23 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
22EEAyman Ammoura, Osmar R. Zaïane, Yuan Ji: Immersed Visual Data Mining: Walking the Walk. BNCOD 2001: 202-218
21 Hang Cui, Osmar R. Zaïane: Hierarchically Structural Approach to Improving the Browsability of Web Search Engine Results. DEXA Workshop 2001: 956-960
20EEAyman Ammoura, Osmar R. Zaïane, Randy Goebel: Towards a Novel OLAP Interface for Distributed Data Warehouses. DaWaK 2001: 174-185
19 Osmar R. Zaïane, Jun Luo: Towards Evaluating Learners' Behaviour in a Web-Based Distance Learning Environment. ICALT 2001: 357-360
18EEOsmar R. Zaïane, Mohammad El-Hajj, Paul Lu: Fast Parallel Association Rule Mining without Candidacy Generation. ICDM 2001: 665-668
17 Maria-Luiza Antonie, Osmar R. Zaïane, Alexandru Coman: Application of Data Mining Techniques for Medical Image Classification. MDM/KDD 2001: 94-101
16 Osmar R. Zaïane, Ayman Ammoura: On-Line Analytical Processing while Immersed in a Cave. UIDIS 2001: 102-115
15EEOsmar R. Zaïane: Building virtual web views. Data Knowl. Eng. 39(2): 143-163 (2001)
2000
14 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
13EEOsmar R. Zaïane, Jiawei Han, Hua Zhu: Mining Recurrent Items in Multimedia with Progressive Resolution Refinement. ICDE 2000: 461-470
12EESimeon J. Simoff, Osmar R. Zaïane: Multimedia data mining (workshop session - title only). KDD 2000: 534
11 Bruce Matichuk, Osmar R. Zaïane: Unsupervised Classification of Sound for Multimedia Indexing. MDM/KDD 2000: 31-36
10EESimeon J. Simoff, Osmar R. Zaïane: Report on MDM/KDD2000: The 1st International Workshop on Multimedia Data Mining. SIGKDD Explorations 2(2): 103-105 (2000)
1998
9 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
8EEOsmar R. Zaïane, Jiawei Han, Ze-Nian Li, Jean Hou: Mining multimedia data. CASCON 1998: 24
7 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
6EEOsmar R. Zaïane, Jiawei Han, Ze-Nian Li, Sonny Han Seng Chee, Jenny Chiang: MultiMediaMiner: A System Prototype for Multimedia Data Mining. SIGMOD Conference 1998: 581-583
5 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
1997
4EEJiawei 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. CASCON 1997: 8
1996
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. Zaïane: DBMiner: A System for Mining Knowledge in Large Relational Databases. KDD 1996: 250-255
2EEJiawei 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
1995
1 Osmar R. Zaïane, Jiawei Han: Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment. KDD 1995: 331-336

Coauthor Index

1Reda Alhajj [88]
2Ayman Ammoura [16] [20] [22]
3Maria-Luiza Antonie [17] [28] [31] [34] [38] [55] [59] [62] [63] [77] [85]
4Urmila Basu [60]
5Sonny Han Seng Chee [4] [6]
6Jianping Chen [4]
7Jiyang Chen [53] [82] [83] [84] [87] [91] [98]
8Qing Chen [4]
9Shan Cheng [4]
10William Cheung [45]
11Jenny Chiang [2] [3] [4] [6]
12David Chodos [92]
13Alexandru Coman [17] [28] [31]
14Hang Cui [21]
15Kang Deng [99]
16Chabane Djeraba [25] [39] [40] [50]
17Mohammad El-Hajj [18] [43] [47] [48] [49] [58] [64] [65] [66] [67] [68] [72] [75] [87]
18Hongqin Fan [74] [96]
19Andrew Foss [29] [35] [74] [93] [96]
20Yongjian Fu [2] [3]
21Hong Gao [88]
22Yong Gao [76]
23Randy Goebel [20] [53] [60] [78] [82] [83] [84] [87] [91] [98]
24Wan Gong [3] [4]
25Russell Greiner [73] [90]
26Jiawei Han [1] [2] [3] [4] [5] [6] [8] [9] [13]
27Robert Hayward [52]
28Robert C. Holte (Robert Holte) [77]
29Jean Hou [8]
30Jiayuan Huang [90]
31Daniel Huntley [84]
32S. Vahid Jazayeri [94]
33Yuan Ji [22]
34Micheline Kamber [4]
35Judy Kay [97]
36Brendan Kitts [70]
37Krzysztof Koperski [2] [3] [4]
38Irena Koprinska [97]
39Chi-Hoon Lee [29] [32] [33] [73] [90]
40Deyi Li [3]
41Jia Li [52] [57]
42Jianzhong Li [88]
43Xue Li [80] [88]
44Yi Li [66]
45Ze-Nian Li [6] [7] [8]
46Zhanhuai Li [80]
47Gang Liu [4]
48Paul Lu [18]
49Yijun Lu [3] [4]
50Stella Luk [66]
51Jun Luo [19]
52Brij M. Masand [24] [51] [61] [79]
53Bruce Matichuk [11]
54Gabor Melli [70]
55Bamshad Mobasher [61] [79] [89]
56Paul Nalos [65]
57Mario A. Nascimento [41]
58Olfa Nasraoui [61] [79] [89]
59Stanley R. M. Oliveira [42] [44] [46] [54] [56] [71] [81]
60M. Tamer Özsu [41]
61Ho-Hyun Park [90]
62Yaling Pei [76]
63Dilhan Perera [97]
64Amynmohamed Rajan [3]
65Rafal Rak [62]
66Amit Satsangi [86]
67Yücel Saygin [56]
68Simeon J. Simoff [10] [12] [14] [23] [25] [26] [39] [50]
69Jennafer L. Southron [60]
70Myra Spiliopoulou [24] [51] [61] [79] [89]
71Abhishek Srivastava [85]
72Jaideep Srivastava [24] [51] [89]
73Wojciech Stach [62]
74Nebojsa Stefanovic [3] [4]
75Julie L. Stephens [60]
76Alexander Strilets [30]
77Lisheng Sun [53]
78Gregory J. Taylor [60] [78]
79William Thorne [83] [84]
80Wei Wang [2] [3]
81Weinan Wang [29] [37]
82Yang Wang [60] [78]
83Randy M. Whittal [60]
84Lara Winstone [4]
85Junfeng Wu [74] [96]
86Betty Xia [3] [4]
87Man Xin [9]
88Kalina Yacef [97]
89Bing Yan [7]
90Philip S. Yu [61] [79]
91Shuhua Zhang [4]
92Tong Zheng [83] [84]
93Hua Zhu [4] [13]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)