Sotabase

Career

· Professor, University of Maryland, College Park Institute for Advanced Computer Studies (UMIACS)2024–
· PhD Thesis Author, University of Waterloo2008–
· Masters Thesis Author, University of Waterloo2001–

Publications (12)

Cumulative Voting Consensus Method for Partitions with Variable Number of Clusters
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2008
254
cited
On voting-based consensus of cluster ensembles
Pattern Recognition · 2010
149
cited
Student success system: risk analytics and data visualization using ensembles of predictive models
International Conference on Learning Analytics and Knowledge · 2012
108
cited
Finding Natural Clusters Using Multi-clusterer Combiner Based on Shared Nearest Neighbors
International Workshop on Multiple Classifier Systems · 2003
92
cited
Improving student success using predictive models and data visualisations
2012
69
cited
Topic Discovery from Text Using Aggregation of Different Clustering Methods
Canadian Conference on AI · 2002
39
cited
Cluster-Based Cumulative Ensembles
International Workshop on Multiple Classifier Systems · 2005
23
cited
A Probabilistic Model Using Information Theoretic Measures for Cluster Ensembles
International Workshop on Multiple Classifier Systems · 2004
17
cited
Refined Shared Nearest Neighbors Graph for Combining Multiple Data Clusterings
International Symposium on Intelligent Data Analysis · 2003
11
cited
Clustering Learning Objects Collections Using Cluster Ensembles
2006
5
cited
AVERAGE-CASE ANALYSIS OF QUICKSORT
2003
1
cited
Voting-Based Consensus of Data Partitions
2008
1
cited
Sotabase
Hanan Ayad | Researcher Profile | Sotabase | Sotabase