Sotabase

Career

· Professor, UIUC (Current)2001–

Publications (1831)

Data Mining: Concepts and Techniques
2000
13,898
cited
Mining frequent patterns without candidate generation
ACM SIGMOD Conference · 2000
7,902
cited
Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach
Data mining and knowledge discovery · 2004
2,785
cited
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering · 1996
2,618
cited
gSpan: graph-based substructure pattern mining
IEEE International Conference on Data Mining. Proceedings · 2002
2,479
cited
Efficient and Effective Clustering Methods for Spatial Data Mining
Very Large Data Bases Conference · 1994
2,099
cited
A Framework for Clustering Evolving Data Streams
Very Large Data Bases Conference · 2003
2,035
cited
Graph Regularized Nonnegative Matrix Factorization for Data Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011
1,833
cited
Trajectory clustering: a partition-and-group framework
ACM SIGMOD Conference · 2007
1,579
cited
PathSim
Proceedings of the VLDB Endowment · 2011
1,564
cited
Data Mining: Concepts and Techniques, Second Edition
The Morgan Kaufmann series in data management systems · 2006
1,542
cited
Frequent pattern mining: current status and future directions
Data mining and knowledge discovery · 2007
1,528
cited
Mining concept-drifting data streams using ensemble classifiers
Knowledge Discovery and Data Mining · 2003
1,516
cited
CMAR: accurate and efficient classification based on multiple class-association rules
Proceedings 2001 IEEE International Conference on Data Mining · 2001
1,491
cited
CLARANS: A Method for Clustering Objects for Spatial Data Mining
IEEE Transactions on Knowledge and Data Engineering · 2002
1,246
cited
Discovery of Multiple-Level Association Rules from Large Databases
Very Large Data Bases Conference · 1995
1,216
cited
CloSpan: Mining Closed Sequential Patterns in Large Datasets
SDM · 2003
1,049
cited
Data Mining : Concepts and Techniques 3rd edition Ed. 3
2011
1,025
cited
Outlier Detection for Temporal Data: A Survey
IEEE Transactions on Knowledge and Data Engineering · 2014
1,006
cited
CPAR: Classification based on Predictive Association Rules
SDM · 2003
995
cited
Sotabase