 | 2009 |
|---|
| 103 |       | Jiyang Chen,
Osmar R. Zaïane,
Randy Goebel:
Local Community Identification in Social Networks.
ASONAM 2009: 237-242 |
| 102 | | Jiyang Chen,
Osmar R. Zaïane,
Randy Goebel:
A Visual Data Mining Approach to Find Overlapping Communities in Networks.
ASONAM 2009: 338-343 |
| 101 | | Jiyang Chen,
Osmar R. Zaïane,
Randy Goebel:
Detecting Communities in Large Networks by Iterative Local Expansion.
CASoN 2009: 105-112 |
| 100 | | Kang Deng,
Osmar R. Zaïane:
Contrasting Sequence Groups by Emerging Sequences.
Discovery Science 2009: 377-384 |
| 99 | | Andrew Foss,
Osmar R. Zaïane,
Sandra Zilles:
Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based Ranking.
ICDM 2009: 139-148 |
| 98 | | Jiyang Chen,
Osmar R. Zaïane,
Randy Goebel:
Detecting Communities in Social Networks Using Max-Min Modularity.
SDM 2009: 978-989 |
| 97 | | Dilhan 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) |
| 96 | | Hongqin 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 |
| 94 | | S. Vahid Jazayeri,
Osmar R. Zaïane:
Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences.
ICDM Workshops 2008: 228-237 |
| 93 | | Andrew Foss,
Osmar R. Zaïane:
Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications.
ICDM Workshops 2008: 673-681 |
| 92 | | David Chodos,
Osmar R. Zaïane:
ARC-UI: Visualization Tool for Associative Classifiers.
IV 2008: 296-301 |
| 91 | | Jiyang Chen,
Osmar R. Zaïane,
Randy Goebel:
An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities.
Web Intelligence 2008: 725-729 |
| 90 | | Chi-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) |
| 89 | | Olfa 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 |
| 87 | | Mohammad El-Hajj,
Jiyang Chen,
Osmar R. Zaïane,
Randy Goebel:
Constraint-Based Mining of Web Page Associations.
Australian Conference on Artificial Intelligence 2007: 315-326 |
| 86 | | Amit Satsangi,
Osmar R. Zaïane:
Contrasting the Contrast Sets: An Alternative Approach.
IDEAS 2007: 114-119 |
| 85 | | Abhishek Srivastava,
Osmar R. Zaïane,
Maria-Luiza Antonie:
Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification.
IDEAS 2007: 141-148 |
| 84 | | Jiyang Chen,
Tong Zheng,
William Thorne,
Daniel Huntley,
Osmar R. Zaïane,
Randy Goebel:
Visualizing Web Navigation Data with Polygon Graphs.
IV 2007: 232-237 |
| 83 | | Jiyang Chen,
Tong Zheng,
William Thorne,
Osmar R. Zaïane,
Randy Goebel:
Visual Data Mining of Web Navigational Data.
IV 2007: 649-656 |
| 82 | | Osmar R. Zaïane,
Jiyang Chen,
Randy Goebel:
Mining Research Communities in Bibliographical Data.
WebKDD/SNA-KDD 2007: 59-76 |
| 81 | | Stanley 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 |
| 78 | | Osmar R. Zaïane,
Yang Wang,
Randy Goebel,
Gregory J. Taylor:
Frequent Subsequence-Based Protein Localization.
BioDM 2006: 35-47 |
| 77 | | Maria-Luiza Antonie,
Osmar R. Zaïane,
Robert C. Holte:
Learning to Use a Learned Model: A Two-Stage Approach to Classification.
ICDM 2006: 33-42 |
| 76 | | Yaling Pei,
Osmar R. Zaïane,
Yong Gao:
An Efficient Reference-Based Approach to Outlier Detection in Large Datasets.
ICDM 2006: 478-487 |
| 75 | | Mohammad El-Hajj,
Osmar R. Zaïane:
Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment.
ICPADS (1) 2006: 135-142 |
| 74 | | Hongqin 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 |
| 73 | | Chi-Hoon Lee,
Russell Greiner,
Osmar R. Zaïane:
Efficient Spatial Classification Using Decoupled Conditional Random Fields.
PKDD 2006: 272-283 |
| 72 | | Mohammad El-Hajj,
Osmar R. Zaïane:
Parallel Bifold: Large-scale parallel pattern mining with constraints.
Distributed and Parallel Databases 20(3): 225-243 (2006) |
| 71 | | Stanley R. M. Oliveira,
Osmar R. Zaïane:
A unified framework for protecting sensitive association rules in business collaboration.
IJBIDM 1(3): 247-287 (2006) |
| 70 | | Gabor 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 |
|---|
| 69 | | Osmar R. Zaïane:
Relevance of Counting in Data Mining Tasks.
ADMA 2005: 14-18 |
| 68 | | Mohammad El-Hajj,
Osmar R. Zaïane:
Finding All Frequent Patterns Starting from the Closure.
ADMA 2005: 67-74 |
| 67 | | Mohammad El-Hajj,
Osmar R. Zaïane:
Mining with Constraints by Pruning and Avoiding Ineffectual Processing.
Australian Conference on Artificial Intelligence 2005: 1001-1004 |
| 66 | | Osmar R. Zaïane,
Mohammad El-Hajj,
Yi Li,
Stella Luk:
Scrutinizing Frequent Pattern Discovery Performance.
ICDE 2005: 1109-1110 |
| 65 | | Mohammad El-Hajj,
Osmar R. Zaïane,
Paul Nalos:
Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking.
ICDM 2005: 146-153 |
| 64 | | Osmar R. Zaïane,
Mohammad El-Hajj:
Pattern lattice traversal by selective jumps.
KDD 2005: 729-735 |
| 63 | | Osmar R. Zaïane,
Maria-Luiza Antonie:
On Pruning and Tuning Rules for Associative Classifiers.
KES (3) 2005: 966-973 |
| 62 | | Rafal Rak,
Wojciech Stach,
Osmar R. Zaïane,
Maria-Luiza Antonie:
Considering Re-occurring Features in Associative Classifiers.
PAKDD 2005: 240-248 |
| 61 | | 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.
SIGKDD Explorations 7(2): 139-142 (2005) |
| 2004 |
|---|
| 60 | | 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.
DEXA Workshops 2004: 366-370 |
| 59 | | Maria-Luiza Antonie,
Osmar R. Zaïane:
An associative classifier based on positive and negative rules.
DMKD 2004: 64-69 |
| 58 | | Mohammad El-Hajj,
Osmar R. Zaïane:
COFI approach for mining frequent itemsets revisited.
DMKD 2004: 70-75 |
| 57 | | Jia Li,
Osmar R. Zaïane:
Combining Usage, Content, and Structure Data to Improve Web Site Recommendation.
EC-Web 2004: 305-315 |
| 56 | | Stanley R. M. Oliveira,
Osmar R. Zaïane,
Yücel Saygin:
Secure Association Rule Sharing.
PAKDD 2004: 74-85 |
| 55 | | Maria-Luiza Antonie,
Osmar R. Zaïane:
Mining Positive and Negative Association Rules: An Approach for Confined Rules.
PKDD 2004: 27-38 |
| 54 | | Stanley R. M. Oliveira,
Osmar R. Zaïane:
Achieving Privacy Preservation when Sharing Data for Clustering.
Secure Data Management 2004: 67-82 |
| 53 | | Jiyang Chen,
Lisheng Sun,
Osmar R. Zaïane,
Randy Goebel:
Visualizing and Discovering Web Navigational Patterns.
WebDB 2004: 13-18 |
| 52 | | Osmar 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 |
| 49 | | Mohammad El-Hajj,
Osmar R. Zaïane:
Parallel Association Rule Mining with Minimum Inter-Processor Communication.
DEXA Workshops 2003: 519-523 |
| 48 | | Mohammad El-Hajj,
Osmar R. Zaïane:
Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations.
DaWaK 2003: 371-380 |
| 47 | | Osmar R. Zaïane,
Mohammad El-Hajj:
COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation.
FIMI 2003 |
| 46 | | Stanley R. M. Oliveira,
Osmar R. Zaïane:
Protecting Sensitive Knowledge By Data Sanitization.
ICDM 2003: 613-616 |
| 45 | | William Cheung,
Osmar R. Zaïane:
Incremental Mining of Frequent Patterns without Candidate Generation or Support Constraint.
IDEAS 2003: 111-116 |
| 44 | | Stanley R. M. Oliveira,
Osmar R. Zaïane:
Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining.
IDEAS 2003: 54-65 |
| 43 | | Mohammad 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 |
| 38 | | Osmar R. Zaïane,
Maria-Luiza Antonie:
Classifying Text Documents by Associating Terms With Text Categories.
Australasian Database Conference 2002 |
| 37 | | Weinan 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 |
| 35 | | Andrew Foss,
Osmar R. Zaïane:
A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets.
ICDM 2002: 179-186 |
| 34 | | Maria-Luiza Antonie,
Osmar R. Zaïane:
Text Document Categorization by Term Association.
ICDM 2002: 19-26 |
| 33 | | Osmar R. Zaïane,
Chi-Hoon Lee:
Clustering Spatial Data when Facing Physical Constraints.
ICDM 2002: 737-740 |
| 32 | | Osmar 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 |
| 30 | | Osmar R. Zaïane,
Alexander Strilets:
Finding Similar Queries to Satisfy Searches Based on Query Traces.
OOIS Workshops 2002: 207-216 |
| 29 | | Osmar R. Zaïane,
Andrew Foss,
Chi-Hoon Lee,
Weinan Wang:
On Data Clustering Analysis: Scalability, Constraints, and Validation.
PAKDD 2002: 28-39 |
| 28 | | Maria-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) |
| 26 | | Osmar R. Zaïane,
Simeon J. Simoff:
MDM/KDD: Multimedia Data Mining for the Second Time.
SIGKDD Explorations 3(2): 65-67 (2002) |
| 25 | | Simeon J. Simoff,
Chabane Djeraba,
Osmar R. Zaïane:
MDM/KDD 2002: Multimedia Data Mining between Promises and Problems.
SIGKDD Explorations 4(2): 118-121 (2002) |
| 24 | | Brij 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 |
| 22 | | Ayman 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 |
| 20 | | Ayman 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 |
| 18 | | Osmar 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 |
| 15 | | Osmar 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 |
| 13 | | Osmar R. Zaïane,
Jiawei Han,
Hua Zhu:
Mining Recurrent Items in Multimedia with Progressive Resolution Refinement.
ICDE 2000: 461-470 |
| 12 | | Simeon 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 |
| 10 | | Simeon 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 |
| 8 | | Osmar 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 |
| 6 | | Osmar 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 |
|---|
| 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. 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 |
| 2 | | Jiawei 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 |
