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2010
Dean Cheng, John Sheldon, Marcelo Marcet-Palacios, Osmar
R. Zaiane, PROM-OOGLE - Data Mining and Integration of
On-line Databases to Discover Gene Promoters, ACM-SAC 2010 Conference Track on Bioinformatics and
Computational Systems Biology (BIO) - Sierre, Switzerland, March
22-26, 2010.
2010
Mojdeh Jalali-Heravi, Osmar R. Zaiane, A Study on
Interestingness Measures for Associative Classifiers, ACM-SAC
2010 Conference Track on Data Mining - Sierre, Switzerland, March
22-26, 2010.
2009
Jiyang Chen, Osmar R. Zaiane, Joerg Sander, Randy Goebel,
ONDOCS: Ordering Nodes to Detect Overlapping Community Structure, Annuals of
Information Systems, Special Issues on Data Mining for Social
Network Data (in press).
2009
Andrew Foss, Osmar R. Zaiane, Sandra Zilles, Unsupervised
Class Separation of Multivariate Data through Cumulative
Variance-based Ranking, IEEE International Conference on Data
Mining (IEEE ICDM 2009), Miami, FL,USA, 6-9 December, 2009.
2009
Kang Deng, Osmar R. Zaiane, Contrasting Sequence Groups
by Emerging Sequences, Discovery Science, Porto,
Portugal, 3-5 October 2009
2009
Jiyang Chen, Osmar R. Zaiane and Randy Goebel,
Detecting Communities in Large Networks by Iterative
Local Expansion,
International Conference on Computational Aspects of Social Networks
(CASoN), Fontainebleau, France, June 24-27, 2009
2009
Jiyang Chen, Osmar R. Zaiane and Randy Goebel,
Local Community Identification in Social Networks,
International Conference on Advances oin Social Networks Analysis
and Mining (ASONAM), Athens, Greece, July 20-22, 2009
2009
Jiyang Chen, Osmar R. Zaiane and Randy Goebel,
A Visual Data Mining Approach to Find Overlapping
Communities in Networks,
International Conference on Advances oin Social Networks Analysis
and Mining (ASONAM), Athens, Greece, July 20-22, 2009
2009
Jiyang Chen, Osmar R. Zaiane and Randy Goebel,
Detecting Communities in Social Networks using Max-Min Modularity,
SIAM International Conference on Data Mining (SDM'09), Sparks,
Nevada, USA, April 30- May 2, 2009
2008
Vahid Jazayeri and Osmar R. Zaiane,
Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences,
4th Workshop on Mining Complex Data, in conjunction with IEEE
International Conference on Data Mining, Pisa, Italy, December 15, 2008
2008
Andrew Foss and Osmar R. Zaiane,
The Estimation of True and False Positive Rates in Higher Dimensional Problems and its Data Mining Applications,
Foundations of Data Mining Workshop, in conjunction with IEEE
International Conference on Data Mining, Pisa, Italy, December 15, 2008
2008
Jiyang Chen, Osmar R. Zaiane and Randy Goebel,
An Unsupervised Approach to Cluster Web Search Results
based on Word Sense Communities,
IEEE/WIC/ACM Conferences on Web Intelligence (WI'08),
Sydney, Australia, December 9-12, 2008
2008
Jessica Enright, Ben Chu and Osmar R. Zaiane,
Intelligent Functional Dependency Tutoring Tool,
16th International Conference on Computers in Education (ICCE
2008), Taipei, Taiwan, October 27-31, 2008
2008
Hongqin Fan, Simaan Abourizk, Hyoungkwan Kim, Osmar R. Zaiane
Assessing Residual Value of Heavy Construction Equipment Using
Prediuctive Data Mining Model, ASCE Journal of
Computing in Civil Engineering, pp181-191, Vol.22, Issue 3, May 2008.
2008
Dilhan Perera, Judy Kay, Irena Koprinska, Kalina Yacef, Osmar
R. Zaiane,
Clustering and Sequential Pattern Mining of Online
Collaborative Learning Data, IEEE Transactions on
Knowledge and Data Engineering, (in press), 2008.
2008
Chi-Hoon Lee; Osmar R. Zaiane; Ho-Hyun Park; Jiayuan Huang; Russell Greiner,
Clustering High Dimensional Data: A Graph-Based Relaxed
Optimization Approach, Information Sciences, (in press), 2008.
2008
David Chodos, Osmar R. Zaiane,
ARC-UI: A Visualization Tool for Associative Classifiers, 12th International Conference on Information Visualisation IV08, London, UK, 9 - 11 July, 2008
2008
Hongqin Fan, Osmar R. Zaiane, Andrew Foss, Junfeng Wu,
Resolution-Based Outlier Factor: Detecting the Top-n Most
Outlying Data Points in Engineering Data, Knowledge
and Information Systems, An International Journal, (in press), 2008.
2007
Mohammad El-Hajj, Jiyang Chen, Osmar R. Zaiane, and Randy Goebel
Constraint-Based Mining of Web Page
Associations, Twentieth Australian Joint Conference on
Artificial Intelligence, Gold Coast, Queensland, Australia, December 2-6, 2007.
2007
Amit Satsangi, Osmar R. Zaiane, Contrasting the
Contrast Sets: An Alternative Approach, Eleventh
International Database Engineering and Applications Symposium
(IDEAS 2007), Banff, Canada, September 6-8, 2007
2007
Abhishek Srivastava, Osmar R. Zaiane, Maria-Luiza AntonieFeature Space
Enrichment by Incorporation of Implicit Features for Effective Classification, Eleventh
International Database Engineering and Applications Symposium
(IDEAS 2007), Banff, Canada, September 6-8, 2007
2007
Osmar R. Zaiane, Jiyang Chen, Randy Goebel,
DBConnect: Mining Research Community on DBLP Data , Web Mining and Social Network Analysis Workshop in conjunction with ACM SIGKDD conference, pp 74-81, 12 August 2007 - San Jose, USA.
2007
Jiyang Chen, Tong Zheng, William Thorne, Daniel Huntley, Osmar R. Zaiane and Randy Goebel,
Visualizing Web Navigation Data with Polygon Graphs
, 11th International Conference Information Visualization
(IV'07), pp 232-237, 3-6 July 2007 - ETH Zurich, Switzerland.
2007
Jiyang Chen, Tong Zheng, William Thorne, Osmar R. Zaiane and Randy Goebel,
Visual Data Mining of Web Navigational Data
, 11th International Conference Information Visualization
(IV'07), pp649-656, 3-6 July 2007 - ETH Zurich, Switzerland.
2007
Stanley R. Oliveira, Osmar R. Zaiane,
Privacy-Preserving Clustering to Uphold Business Collaboration: A Dimensionality Reduction-Based Transformation Approach, the International Journal of Information
Security and Privacy (IJISP), pp 13-36, Volume 1, Number 2, IDEA Groups.
2006
Urmila Basu, Jennafer L. Francis, Randy M. Whittal, Julie L. Stephens, Yang Wang, Osmar R. Zaiane, Randy Goebel, Douglas G. Muench, Allen G. Good and Gregory J. Taylor,
Extracellular Proteomes of Arabidopsis Thaliana and Brassica
Napus Roots: Analysis and Comparison by MudPIT and
LC-MS/MS, Plant and Soil, Volume 286, Numbers 1-2 / August, Springer, 2006.
2006
Mohammad El-Hajj, Osmar R. Zaiane,
Parallel Bifold: Large-Scale Parallel Pattern
Mining with Constraints, Distributed and Parallel
Databases, An International Journal, volume 20, Issue 3, pp 225-243, Springer, 2006.
2006
Luiza Antonie, Osmar R. Zaiane, Robert Holte,
Learning to Use a Learned Model: A Two-Stage Approach to Classification, The Sixth IEEE
International Conference on Data Mining (ICDM'06), pp 33-42, Hong Kong,
China, 18 - 22 December, 2006.
2006
Yaling Pei, Osmar R. Zaiane, Yong Gao,
An Efficient Reference-based Approach to Outlier Detection in Large Dataset, The Sixth IEEE
International Conference on Data Mining (ICDM'06), pp 478-487,
Hong Kong,
China, 18 - 22 December, 2006.
2006
Stanley R. Oliveira, Osmar R. Zaiane,
A
Privacy-Preserving Clustering Approach Toward Secure and Effective Data
Analysis for Business Collaboration, Journal on Computers
and Security, 26(1): 81-93, 2007.
2006
Hongqin Fan, Hyoungkwan Kim, Osmar R. Zaiane,
Data warehousing for Construction Equipment Management, Canadian Journal of Civil Engineering (CJCE), 33:1480-1489, 2006.
2006
Chi-Hoon Lee, Russell Greiner, Osmar R. Zaiane,
Efficient Spatial Classification using Decoupled Conditional Random Fields,10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), Berlin, Germany, September 18-22, 2006.
2006
Judy Kay, Nicolas Maisonneuve, Kalina Yacef, Osmar R. Zaiane,
Mining Patterns of Events in Students' Teamwork Data, Proceedings of Educational Data Mining Workshop, held in conjunction with Intelligent Tutoring Systems (ITS), Taiwan, June 26, 2006.
2006
Gabor Melli, Osmar
R. Zaiane, Brendan Kitts, Introduction to the Special Issue on Successful
Real-World Data Mining Applications, in SIGKDD Explorations, Vol 8, N 1, June 2006, pp 1-2.
2006
Mohammad El-Hajj, Osmar R. Zaiane,
Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment, International Conference on Parallel and Distributed Systems (ICPADS'06), Minneapolis, MN, USA, July 12-15, 2006.
2006
Osmar R. Zaiane, Yang Wang, Randy Goebel, Gregory Taylor,
Frequent Subsequence-based Protein Localization,
Workshop on Data Mining for Biomedical Applications (BioDM'06),
in Conjunction with PAKDD'06, Lecture Notes in Bioinformatics
Volume 3916,
Springer Verlag, pp 35-47, Singapore, April 2006.
2006
Hongqin Fan, Osmar R. Zaiane, Andrew Foss, Junfeng Wu,
A Nonparametric Outlier Detection for Effectively Discovering
Top-N outliers from Engineering Data,
Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD'06), Singapore, 9-12 April 2006. [Nominated for Best Paper Award]
2006
Stanley R.M. Oliveira, Osmar R. Zaiane,
A Unified Framework for Protecting Sensitive Association Rules
in Business Collaboration,
International Journal of Business Intelligence and Data Mining,
pp 247-287, Volume 1 - Issue 3, 2006.
2005
Olfa Nasraoui, Osmar
R. Zaiane, Myra Spiliopoulou, Bamshad Mobasher, Brij Masand,
Philip S. Yu, WebKDD 2005 . Web Mining and Web Usage Analysis Post-Workshop report, in SIGKDD Explorations, Vol 7, N 2, December 2005, pp 139-142.
2005
Mohammad El-Hajj, Osmar R. Zaiane,
YAFIMA: Yet Another Frequent Itemset Mining
Algorithm, Journal of Digital Information
Management, Volume 3, number 4, pp 243-248, December 2005.
2005
Mohammad El-Hajj, Osmar R. Zaiane, Paul Nalos,
Bifold Constraint-Based Mining by Simultaneous Monotone and
Anti-Monotone Checking, The fifth IEEE
International Conference on Data Mining (ICDM'05), New
Orleans, Louisiana, USA, 27 - 30 November, 2005.
2005
Mohammad El-Hajj, Osmar R. Zaiane,
Mining with Constraints by Pruning and Avoiding Ineffectual
Processing, The 18th Australian Joint Conference
on Artificial Intelligence, Springer Verlag LNCS 3809, pp 1001-1004, Sydney, Australia
5-9 December 2005.
2005
Osmar R. Zaiane, Maria-Luiza
Antonie, On Pruning and Tuning Rules for Associative
Classifiers, Ninth International Conference on
Knowledge-Based Intelligence Information & Engineering
Systems (KES'05), pp 966-973, Melbourne, Australia, September 2005.
2005
Mohammad El-Hajj, Osmar R. Zaiane, Implementing Leap
Traversals of the Itemset Lattice, in
ACM SIGKDD Open Source Data Mining Workshop
on Frequent Pattern Mining Implementations (OSDM'05), pp. 16-25, Chicago, IL, USA, August 21, 2005
2005
Osmar R. Zaiane, Mohammad El-Hajj, Pattern Lattice
Traversal by Selective Jumps, in
Proc. 2005 Int'l Conf. on Knowledge Discovery and Data Mining
(ACM SIGKDD), pp 729-735, Chicago, IL, USA, August 21-24, 2005
2005
Osmar R. Zaiane, Relevance of Counting in Data Mining tasks, (keynote talk) International Conference on
Advanced Data Mining and Applications (ADMA'05), pp 14-18, Wuhan, China, July 22-24, 2005
2005
Mohammad El-Hajj, Osmar R. Zaiane, Finding All Frequent
Patterns Starting From The Closure, International Conference on
Advanced Data Mining and Applications (ADMA'05), pp 67-74, Wuhan, China, July 22-24, 2005
2005
Mohammad El-Hajj, Osmar R. Zaiane, On Frequent Itemset Mining
with Closure, 2nd International
Conference on Information Technology (ICIT 2005), pp 21-30, Amman, Jordan,
May, 2005
2005
Rafal Rak, Wojciech Stach, Osmar R. Zaiane, Maria-Luiza
Antonie, Considering Re-occurring Features in
Associative Classifiers,
Nineth
Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD'05), pp 240-248, Hanoi, Vietnam, May, 2005.
2005
Osmar R. Zaiane, Mohammad El-Hajj, Yi Li, Stella Luk, Scrutinizing Frequent Pattern Discovery Performance,
IEEE ICDE, pp 1109-1110, Tokyo, Japan, April, 2005.
2004
Stanley Oliveira and Osmar R. Zaiane, Privacy-Preserving Clustering by Object Similarity-Based
Representation and Dimensionality Reduction Transformation,
Workshop on Privacy and Security Aspects of Data Mining
(PSDM'04) in conjunction with the
Fourth IEEE International Conference on Data Mining (ICDM'04), pp
21-30, Brighton, UK, November 1, 2004.
2004
Maria-Luiza Antonie and Osmar R. Zaiane, Mining Positive
and Negative Association Rules: An Approach for Confined
Rules, 8th European Conference on Principles and
Practice of Knowledge Discovery in Databases (PKDD 04),
Springer Verlag LNCS 3202, pp 27-38, Pisa,
Italy, September 20-24, 2004.
2004
Jia Li, Osmar R. Zaiane, Combining Usage, Content and
Structure Data to Improve Web Site Recommendation, 5th
International Conference on Electronic Commerce and Web
Technologies (EC-Web 04), Springer Verlag LNCS 3182, pp 305-315, Zaragoza, Spain, August 30- September 3, 2004
2004
Stanley Oliveira and Osmar R. Zaiane, Achieving Privacy
Preservation When Sharing Data For Clustering,
Workshop on Secure Data Management in a Connected World
(SDM'04) in conjunction with VLDB'2004, Springer Verlag LNCS 3178, pp 67-82, Toronto, Canada, August
30, 2004.
2004
Yang Wang, Osmar R. Zaiane, Randy Goebel, Jennafer L. Southron,
Urmila Basu, Randy M. Whittal, Julie L. Stephens, and Greg J. Taylor
Developing a Database for Proteomic Analysis of
Extracytosolic Plant Proteins, Second International Workshop
on Biological Data Management (BIDM'2004) in conjunction with the 15th
Int' Conf. on Database and Expert Systems Applications
DEXA2004, pp 366-370, Zaragoza, Spain, August 30- September 3, 2004
2004
Jia Li and Osmar R. Zaiane, Using Distinctive
Information Channels for a Mission-based Web Recommender
System, Sixth ACM SIGKDD workshop on
Webmining and Web Analysis (WebKDD 2004), pp 35-46, Seattle, WA, USA, August 22, 2004.
2004
Stanley Oliveira and Osmar R. Zaiane, Toward Standardization in Privacy-Preserving Data Mining,
ACM SIGKDD 3rd Workshop on Data Mining Standards (DM-SSP 2004),
pp 7-17, Seattle, WA, USA, August 22, 2004.
2004
Jiyang Chen, Lisheng Sun, Osmar R. Zaiane and Randy Goebel,
Visualizing and Discovering Web Navigational
Patterns, Seventh ACM SIGMOD International Workshop on the Web
and Databases (WebDB 2004), pp 13-18, Paris, France, June 2004.
2004
Maria-Luiza Antonie and Osmar R. Zaiane,
An Associative Classifier based on Positive and Negative Rules, 9th ACM SIGMOD Workshop on Research
Issues in Data Mining and Knowledge Discovery (DMKD-04), pp 64-69,
Paris, France, June 2004.
2004
Mohammad El-Hajj and Osmar R. Zaiane,
COFI Approach for Mining Frequent Itemsets Revisited, 9th ACM SIGMOD Workshop on Research
Issues in Data Mining and Knowledge Discovery (DMKD-04), pp 70-75,
Paris, France, June 2004.
2004
Osmar R. Zaiane and Mohammad El-Hajj, Conference Tutorial Notes:
Advances and Issues in Frequent Pattern Mining, Eighth
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'04), Sydney, Australia, May, 2004.
2004
Stanley Oliveira, Osmar R. Zaiane and Yücel Saygin
Secure Association Rule Sharing, Eighth
Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD'04), Sydney, Australia, pp 74-85, May, 2004.
2003
Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman, Associative Classifiers for Medical Images, Lecture Notes in Artificial Intelligence 2797,
Mining Multimedia and Complex Data, pp 68-83, Springer-Verlag, 2003.
2003
Mohammad El-Hajj and Osmar R. Zaiane,
COFI-tree Mining: A New Approach to Pattern Growth with Reduced
Candidacy Generation, in Workshop on Frequent Itemset
Mining Implementations (FIMI'03) in
conjunction with IEEE-ICDM 2003, Melbourne, Florida, USA, 19 November, 2003
2003
Stanley Oliveira and Osmar R. Zaiane,
Protecting Sensitive Knowledge By Data Sanitization, in
Proc. of the Third IEEE International Conference on Data Mining
(ICDM'03), pp 613-616, Melbourne, Florida, USA, 19-22 November, 2003
2003
Stanley Oliveira and Osmar R. Zaiane,
Privacy Preserving Clustering By Data Transformation, in Proc. of the 18th Brazilian Symposium on Databases (SBBD 2003), pp 304-318, Manaus, Brazil, 6-8 October 2003
2003
Mohammad El-Hajj and Osmar R. Zaiane,
Non Recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations, in Proc. of 5th International Conference
on Data Warehousing and Knowledge Discovery (DaWak'2003), pp
371-380, Prague, Czech Republic, September 3-5, 2003
2003
Mohammad El-Hajj and Osmar R. Zaiane,
Parallel Association Rule Mining with Minimum Inter-Processor
Communication, Fifth International Workshop on Parallel and
Distributed Databases (PaDD'2003) in conjunction with the 14th
Int' Conf. on Database and Expert Systems Applications
DEXA2003, pp 519-523, Prague, Czech Republic, September 1- September 5, 2003
2003
Mohammad El-Hajj and Osmar R. Zaiane,
Inverted Matrix: Efficient Discovery of Frequent Items in Large
Datasets in the Context of Interactive Mining, in
Proc. 2003 Int'l Conf. on Knowledge Discovery and Data Mining
(ACM SIGKDD), pp 109-118, Washington, DC, USA, August 24-27, 2003
2003
Stanley R. M. Oliveira and Osmar R. Zaiane,
Algorithms for Balancing Privacy and Knowledge Discovery in
Association Rule Mining, Seventh International Database
Engineering and Applications Symposium (IDEAS 2003), pp 54-63, Hong Kong,
China, July 16-18, 2003
2003
William Cheung and Osmar R. Zaiane,
Incremental Mining of Frequent Patterns Without Candidate Generation or Support Constraint, Seventh International Database
Engineering and Applications Symposium (IDEAS 2003), pp 111-116, Hong Kong, China, July 16-18, 2003
2003
Yue Zhang, Mario A. Nascimento, Osmar R. Zaiane,
Building Image Mosaics: An Application of Content-based Image
Retrieval, IEEE International Conference on Multimedia
and Expo, pp 313-320, Baltimore, MD, USA, July 6-9, 2003
2003
Simeon J. Simoff, Chabane Djeraba, and Osmar
R. Zaiane, MDM/KDD2002: Multimedia Data Mining between Promises and Problems , in SIGKDD Explorations, Vol 4, N 2, January 2003, pp 118-121.
2003
Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, and Osmar
R. Zaiane,
WEBKDD 2002 - Web Mining for Usage Patterns & Profiles, in SIGKDD Explorations, Vol 4, N 2, January 2003, pp 125-127.
2002
Stanley R. M. Oliveira, Osmar R. Zaiane,
Privacy preserving frequent itemset mining, Workshop on Privacy, Security,
and Data Mining, pp 43-54, in conjunction with the IEEE International
Conference on Data Mining, Maebashi City, Japan, December 9, 2002
2002
Stanley R. M. Oliveira, Osmar R. Zaiane,
Foundations for an Access Control Model for Privacy
Preservation in Multi-Relational Association Rule
Mining, Workshop on Privacy, Security,
and Data Mining, pp 19-26, in conjunction with the IEEE International
Conference on Data Mining, Maebashi City, Japan, December 9, 2002
2002
Maria-Luiza Antonie, Osmar R. Zaiane,
Text Document Categorization by Term Association , in Proc. of the IEEE International Conference
on Data Mining (ICDM'2002), pp 19-26, Maebashi City, Japan, December 9 - 12, 2002
2002
Andrew Foss, Osmar R. Zaiane,
A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets , in Proc. of the IEEE International Conference
on Data Mining (ICDM'2002), pp 179-186, Maebashi City, Japan, December 9 - 12, 2002
2002
Osmar R. Zaiane, Chi-Hoon Lee,
Clustering Spatial Data When Facing Physical Constraints , in Proc. of the IEEE International Conference
on Data Mining (ICDM'2002), pp 737-740, Maebashi City, Japan, December 9 - 12, 2002
2002
Osmar R. Zaiane,
Building
a Recommender Agent for e-Learning Systems, in Proc. of the 7th International Conference on Computers in Education (ICCE 2002)
pp 55-59, Auckland, New Zealand, December 3 - 6, 2002
2002
Weinan Wang and Osmar R. Zaiane, Clustering Web Sessions
by Sequence Alignment, Third International Workshop on
Management of Information on the Web in conjunction with 13th
International Conference on Database and Expert Systems
Applications DEXA'2002, pp 394-398, Aix en Provence, France, September 2-6, 2002.
2002
Osmar R. Zaiane, Alexander Strilets, Finding Similar Queries to
Satisfy Searches based on Query Traces, Proceedings of the
International Workshop on Efficient Web-Based Information Systems (EWIS), pp 207-216,
Montpellier, France, September 2002, Lecture Notes in Computer Science 2426, Advances in Object-Oriented Information Systems,
Springer-Verlag, 2002
2002
Chi-Hoon Lee and Osmar R. Zaiane, Density-Based Clustering of spatial
data in the presence of physical obstacles, The World Congress
of Korean and Korean-Ethnic Scientists and Engineers, July,
2002.
2002
Osmar R. Zaiane,
Maria-Luiza Antonie, Alexandru Coman, Mammography Classification by an
Association Rule-Based Classifier, Third Intl. ACM SIGKDD Workshop on Multimedia Data
Mining (MDM/KDD'2002) in conjunction with Eighth ACM SIGKDD, pp.
62-69, Edmonton, Alberta, Canada, 17-19 July 2002.
2002
Osmar R. Zaiane and Chi-Hoon Lee, Clustering Spatial Data
in the Presence of Obstacles: a Density-Based Approach,
Sixth International Database Engineering and Applications
Symposium (IDEAS 2002), pp 214-223, Edmonton, Alberta, Canada, July 17-19, 2002
2002
Osmar R. Zaiane and Andrew Foss, Conference Tutorial Notes: Data
Clustering Analysis, from Simple Groupings to Scalable Clustering with
Constraints, Sixth Pacific-Asia Conference on Knowledge Discovery and
Data Mining (PAKDD'02), pp 137-201, Taipei, Taiwan, May, 2002
2002
Osmar R. Zaiane, Andrew Foss, Chi-Hoon Lee, Weinan Wang,
On Data Clustering Analysis: Scalability, Constraints and Validation, in Proc. of the Sixth Pacific-Asia Conference on
Knowledge Discovery and Data Mining (PAKDD'02), pp 28-39, Taipei, Taiwan,
May, 2002, Lecture Notes in Artificial Intelligence 2336,
Advances in Knowledge Discovery and Data Mining, Springer-Verlag, 2002
2002
Osmar R. Zaiane, Simeon J. Simoff,
MDM/KDD: Multimedia Data Mining for the Second Time, in SIGKDD Explorations, Vol 3, N 2, January 2002, pp 65-67.
2002
Osmar R. Zaiane, Maria-Luiza Antonie,
Classifying text documents by associating terms with text
categories, in Proc. of the Thirteenth Australasian
Database Conference (ADC'02), Melbourne, Australia, January
28-February 1, 2002
2001
Osmar R. Zaiane,
Building Virtual Web Views, in the Special Issue on "Warehouse Design for Structured and
Semistructured Data" of the Journal of Data and
Knowledge Engineering, vol. 39, n. 2, pp 143-163, November 2001
2001
Osmar R. Zaiane, Mohammad El-Hajj, Paul Lu,
Fast Parallel Association Rule Mining Without Candidacy
Generation, in Proc. of the IEEE 2001 International Conference on Data
Mining (ICDM'2001), pp 665-668, San Jose, CA, USA, November
29-December 2, 2001
2001
Ayman Ammoura, Osmar R. Zaiane, Randy Goebel,
Towards a Novel OLAP Interface for Distributed Data
Warehouses, in Proc. of 3rd International Conference
on Data Warehousing and Knowledge Discovery (DaWak'2001), pp
174-185, Munich, Germany, September 5-7, 2001
2001
Hang Cui, Osmar R. Zaiane,
Hierarchical Structural Approach to Improving the Browsability of Web Search Engine Results, in
Proc. of International Workshop on Digital Libraries
(DLib'2001) in conjunction with 12th International Conference
on Database and Expert Systems Applications DEXA'2001, pp
956-960, Munich, Germany, September 3-7, 2001
2001
Maria-Luiza Antonie, Osmar R. Zaiane, Alexandru Coman,
Application of Data Mining Techniques for Medical Image Classification, in Proc. of Second Intl. Workshop on Multimedia Data Mining
(MDM/KDD'2001) in conjunction with Seventh ACM SIGKDD, pp. 94-101, San
Francisco, CA,
August 26, 2001.
2001
Osmar R. Zaiane, Jun Luo,
Towards evaluating learners' behaviour in a web-based distance learning environment, in
Proc. of IEEE International Conference on Advanced Learning
Technologies (ICALT01), pp 357-360, Madison, WI, August 6-8, 2001.
2001
Ayman Ammoura, Osmar R. Zaiane, Yuan Ji,
Immersed Visual Data Mining: Walking The Walk, in
Proc. of 18th British National Conference on Databases
(BNCOD'2001), pp 202-218, Oxford, UK, July 9-11, 2001, Lecture
Notes in Computer Science 2097, Advances in Databases,
Springer-Verlag, 2001
2001
Osmar R. Zaiane,
Web Usage Mining for a Better Web-Based Learning Environment, in Proc. of Conference on Advanced Technology for
Education, pp 60-64, Banff, Alberta, June 27-28, 2001.
2001
Osmar R. Zaiane, Ayman Ammoura, On-Line Analytical Processing while Immersed in a Cave ,
the 2nd International Workshop on User Interfaces to Data
Intensive Systems (UIDIS'01), pp 102-115, Zurich, Switzerland, May
31-June 1, 2001
2001
Osmar R. Zaiane, Conference Tutorial Notes: Web Mining: From Concepts to Practical Systems,
7th International Conference on Database Systems for Advanced
Applications (DASFAA'2001), Hong Kong, China, April 18-20, 2001
2001
Andrew Foss, Weinan Wang, Osmar R. Zaiane,
A Non-Parametric Approach to Web Log Analysis, in
Proc. of Workshop on Web Mining in First International SIAM
Conference on Data Mining (SDM2001), pp. 41-50, Chicago, IL, April 5-7, 2001.
2000
Simeon J. Simoff, Osmar R. Zaiane,
Report on MDM/KDD2000: The First International Workshop on Multimedia
Data Mining, in SIGKDD Explorations, Vol 2, N 2, December 2000, pp 103-105
2000
Osmar R. Zaiane, Conference Tutorial Notes: Web Mining: Concepts,
Practices and Research, XIV Brazilian Symposium on
Databases (SBBD'2000), Promoted by the Brazilian Computer Society
in cooperation with ACM SIGMOD, pp. 410-474, João Pessoa, Paraíba, Brazil, October 2 - 4, 2000.
2000
Bruce Matichuk, Osmar R. Zaiane,
Unsupervised Classification of Sound for Multimedia Indexing, in Proc. of First Intl. Workshop on Multimedia Data Mining
(MDM/KDD'2000) in conjunction with Sixth ACM SIGKDD, pp. 31-36, Boston, MA,
August 20, 2000.
2000
Osmar R. Zaiane, Jiawei Han,
Finding Spatial Associations in Images
Data Mining and Knowledge Discovery: Theory, Tools, and Technology II,
SPIE 14th Int'l Symposium on Aerospace/Defense
Sensing, Simulation and Controls, pp. 138-147, Orlando, FL, April, 2000.
2000
Osmar R. Zaiane, Jiawei Han, Hua Zhu,
Mining Recurrent Items in Multimedia with Progressive Resolution Refinement
Int. Conf. on Data Engineering (ICDE'2000), pp. 461-470,
San Diego, CA, February, 2000.
1999
Osmar R. Zaiane, Eli Hagen, Jiawei Han,
Word Taxonomy for On-line Visual Asset Management and Mining
Fourth International Workshop on Application of
Natural Language to Information Systems (NLDB'99), pp 271-276, Klagenfurt,
Austria, June, 1999.
1998
Ze-Nian Li, Osmar R. Zaiane, Zinovi Tauber,
Illumination Invariance and Object Model in Content-Based Image and
Video Retrieval, Journal of Visual Communication and Image
Representation, Academis Press. Vol. 10, No. 3, pp. 219-244, 1999
1998
Osmar R. Zaiane, Jiawei Han,
WebML: Querying the World-Wide Web for Resources and Knowledge, CIKM'98 Workshop on Web Information and Data Management (WIDM'98), pp 9-12, Washington DC, 1998.
1998
Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Jean Hou,
Mining Multimedia Data
CASCON'98: Meeting of Minds, pp 83-96, Toronto, Canada, November 1998.
1998
Ze-Nian Li, Osmar R. Zaiane, Bing Yan,
C-BIRD: Content-Based Image Retrieval from Image Repositories
Using Chromaticity and Recognition Kernel
In Proc. International Workshop on Storage and retrieval Issues in
Image and Multimedia Databases, in conjunction with the 9th
International Conference on Database and Expert Systems
(DEXA'98), pp 361-366, Vienna, Austria August 24-28, 1998.
1998
Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Sonny H. Chee, Jenny
Y. Chiang, MultimediaMiner: A System Prototype for Multimedia Data Mining, in Proc. 1998 ACM-SIGMOD Int'l Conf. on Management of Data (SIGMOD'98), Seattle, June 1998.
1998
Osmar R. Zaiane, Man Xin, Jiawei Han, Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs, in Proc. ADL'98 (Advances in Digital Libraries), Santa Barbara, April 1998.
1997
J. Han, J. Chiang, S. Chee, J. Chen, Q. Chen, S. Cheng, W. Gong, M. Kamber, K. Koperski, G. Liu, Y. Lu, N. St-fanovic, L. Winstone, B. Xia, O. R. Zaiane, S. Zhang, H. Zhu, DBMiner: A System for Data Mining in Relational Databases and Data Warehouses'', Proc. CASCON'97: Meeting of Minds, Toronto, Canada, November 1997.
1997
Osmar R. Zaiane, Andrew Fall, Stephen Rochefort, Veronica Dahl and Paul Tarau
On-Line Resource Discovery using Natural Language
in Proc. RIAO'97 conference, Computer-Assisted Searching on
the Internet, Montreal, June 25-27, 1997.
1997
Osmar R. Zaiane, Andrew Fall, Stephen Rochefort, Veronica Dahl and Paul Tarau
Concept-Based Retrieval using Controlled Natural Language
in Proc. Workshop on Applications of Natural Language to Information Systems (NLDB97), Vancouver, BC, June 1997.
1996
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
Proc. 1996 Int'l Conf. on Data Mining and Knowledge Discovery
(KDD'96) , pp. 250-255, Portland, Oregon, August 1996.
1996
J. Han, Y. Fu, K. Koperski, W. Wang, and O. Zaiane,
`` DMQL: A Data Mining Query Language for Relational Databases'',
1996 SIGMOD'96 Workshop. on Research Issues on Data Mining
and Knowledge Discovery (DMKD'96), pp. 27-33, Montreal, Canada, June 1996.
1996
J. Han, Y. Fu, W. Wang, J. Chiang, O. R. Zaiane, and K. Koperski,
`` DBMiner: Interactive Mining of Multiple-Level Knowledge in
Relational Databases'', Proc. 1996 ACM-SIGMOD Int'l Conf. on
Management of Data (SIGMOD'96), Montreal, Canada, June 1996 (System
prototype demonstration).
1995
J. Han, Y. Fu, K. Koperski, G. Melli, W. Wang, O. R. Zaiane, Knowledge Mining in Databases: An Integration of Machine Learning Methodologies with Database Technologies, Canadian AI Magazine, Vol 38, pp 4-8, Winter 1996, special issue on machine learning.
1995
O. R. Zaiane, J. Han, Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment, Proceedings 1st International Conference on Knowledge Discovery in Databases (KDD'95), Montréal, Canada, August 1995.
1995
J. Han, O. R. Zaiane, Y. Fu, Resource and Knowledge Discovery in Global Information Systems: A Scalable Multiple Layered Database Approach, Proceedings Conference on Advances in Digital Libraries, Washington DC, May 1995.
1994
R. O. Zaiane, La Carte à microprocesseur: Une clé sécuritaire, L'expertise Informatique, vol.1, n.2, Fall 1994.
1993
R.
O. Zaïane, André Gamache, Optimisation de l'espace mémoire du DMP par
compression des transactions médicales, 61e congrès de l'ACFAS, Rimouski, 1993
1992
A. Gamache, R. O. Zaïane, Integration of a smartcard in
a distributed medical record system, Proceedings of IFIP WG8.4 Workshop and Tutorial: The Portable Office: Microprocessor Cards as Elements of Distributed Offices, Ottawa, Canada, 9-10 June 1992.
1992
A.Gamache, R. Zaïane, La technologie de la carte à puce et la
sécurité, conférence du CRISP, R.A.M.Q., Québec, 31
janvier 92.
1991
A. Gamache, P. Ardouin, R. O. Zaïane et al., Design constrains and implementation of a PMR smartcard based
software, ACT-91 conference, Toronto, Canada, 20-22 nov 1991.
1990
A. Jaoua, R. O. Zaïane et al., Forward error recovery; toward a preventive methodology, Proceedings of the Workshop on Constructive Algorithms: The Role of Relations in Program Development, Hollum-Ameland, Netherlands, sep-26 oct-2 1990.
