Data Mining and Knowledge Discovery in Databases
Spatial and Multi-Media Databases
Deductive and Object-Oriented Databases
MSc. and
Ph.D. Theses Related to Data Mining and Database Systems
Conference or Workshop Presentation Slides
Ramin Afshar,
``
Mining Frequent Max, and Closed Sequential Patterns
'',
M.Sc. thesis, Computing Science, Simon Fraser University, May 2001.
Jian Pei,
``
Pattern-growth Methods for Frequent Pattern Mining
'',
Ph.D. thesis, Computing Science, Simon Fraser University, May 2001.
Shi (Stone) Cong,
``
Mining Top-K Most Frequent Patterns
'',
M.Sc. thesis, Computing Science, Simon Fraser University, August 2001.
Haiming Huang,
``
Lossless Semantic Compression for Relational Data
'',
M.Sc. thesis, Computing Science, Simon Fraser University, August 2001.
Julia Itskevitch,
``
Automatic Hierarchical E-mail Classification Using Association Rules
'',
M.Sc. thesis, Computing Science, Simon Fraser University, July 2001.
Nancy Yaqin Liao,
``
Fault-Tolerant Repeat Pattern Mining on Biological Data
'',
M.Sc. thesis, Computing Science, Simon Fraser University, August 2001.
Yiwen Yin,
``
Efficient Mining of Partial Periodic Patterns in Time Series Database
'',
M.Sc. thesis, Computing Science, Simon Fraser University, July 2001.
Joyce Man Lam,
``
Mining Multi-Dimensional Constrained Gradients in Data Cubes and Databases
'',
M.Sc. thesis, Computing Science, Simon Fraser University, June 2001.
Runying Mao,
``
Adaptive-FP: An Efficient and Effective Method for Multi-level and
Multi-dimensional Frequent Pattern Mining
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Apr. 2001.
Zhaoxia Wang,
``
Collaborative Filtering Using Error Tolerant Fascicles
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Apr. 2001.
Helen Pinto,
``
Multi-dimensional Sequential Pattern Mining
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Apr. 2001.
George Wenmin Li,
``
Classification Based on Multiple Association Rules
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Apr. 2001.
Behzad Mortazavi-Asl,
``
Discovering and Mining User Web-Page Traversal Patterns
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Apr. 2001.
Benjamin Xuebin Lu.
``
Fast Computation of Sparse Data Cubes and its Applications
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Dec. 2000.
Sonny H. S. Chee,
``
RecTree: A Linear Collaborative Filtering Algorithm
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Nov. 2000.
Jean Fen-ju Hou.
``
Clustering with Obstacle Entities
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Dec. 1999.
Jin Li.
``
Constructing Classification Tree with Exception Annotations for Large Data Warehouses
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Nov. 1999.
Wei Wang,
``
Predictive Modeling Based on Classification and Pattern Matching Methods
'',
M.Sc. thesis, Computing Science, Simon Fraser University, Aug. 1999.
Qing Chen,
``
Mining Exceptions and Quantitative Association Rules in OLAP Data Cube
'',
M.Sc. thesis, Computing Science, Simon Fraser University, July 1999.
Krzysztof Koperski,
``
Progressive Refinement Approach to Spatial Data Mining
'',
Ph.D. thesis, Computing Science, Simon Fraser University,
April 1999.
Osmar R. Zaiane,
``
Resource and Knowledge Discovery from the Internet and Multimedia Repositories
,''
(pdf format)
,
Ph.D. thesis, Computing Science, Simon Fraser University,
April 1999.
Hua Zhu, ``
On-Line Analytical Mining of Association Rules '',
M.Sc. thesis, Computing Science, Simon Fraser University,
December 1998.
Yin Jenny (Chiang) Tam,
``
Datacube: Its Implementation and Application in OLAP Mining
'', M.Sc. thesis, Computing Science, Simon Fraser University,
September 1998.
Gabor Melli, ``
A Lazy Model-Based Approach to On-Line Classification
'', M.Sc. thesis, Computing Science, Simon Fraser University,
April 1998.
Shan Cheng, ``
Statistical Approaches to Predictive Modeling in Large Databases
'', M.Sc. thesis, Computing Science, Simon Fraser University,
March 1998.
Yijun Lu, `` Concept Hierarchies in Data Mining: Specification, Generation and Application'', M.Sc. thesis, Computing Science, Simon Fraser University, January 1998.
Wan Gong, `` Periodic Pattern Search in Time-Related Data Sets'', M.Sc. thesis, Computing Science, Simon Fraser University, December 1997.
Betty Bin Xia, `` Similarity Search in Time Series Data Sets'', M.Sc. thesis, Computing Science, Simon Fraser University, December 1997.
Nebojsa Stefanovic, `` Design and Implementation of On-Line Analytical Processing (OLAP) of Spatial
Data'', M.Sc. thesis, Computing Science, Simon Fraser University, September 1997.
Yongjian Fu,
``Discovery of Multiple-Level R
ules from Large Databases", Ph.D. thesis, Computing Science, Simon Fraser University, July 1996.
Data Mining and Knowledge Discovery in Databases
Spatial and Multi-Media Databases
Deductive and Object-Oriented Databases
MSc. and
Ph.D. Theses Related to Data Mining and Database Systems
Conference or Workshop Presentation Slides