Sotabase

Career

· Assistant Professor of Computer Science and Engineering, Santa Clara University2017–
· Professor, San Jose State University2016–2017
· Professor, Florida State University2014–2016
· PhD in Computer Science, University of Waterloo2007–2012
· Master's Degree in Computer Science, University of Waterloo2006–2007
· Bachelor's Degree in Computer Science, University of Waterloo2002–2006
· Postdoctoral Researcher, California Institute of Technology
· Postdoctoral Researcher, University of California, San Diego

Publications (42)

To Cluster, or Not to Cluster: An Analysis of Clusterability Methods
Pattern Recognition · 2018
228
cited
Measures of Clustering Quality: A Working Set of Axioms for Clustering
Neural Information Processing Systems · 2008
206
cited
Clusterability: A Theoretical Study
International Conference on Artificial Intelligence and Statistics · 2009
136
cited
Towards Property-Based Classification of Clustering Paradigms
Neural Information Processing Systems · 2010
77
cited
Weighted Clustering
AAAI Conference on Artificial Intelligence · 2011
72
cited
Incremental Clustering: The Case for Extra Clusters
Neural Information Processing Systems · 2014
67
cited
A Characterization of Linkage-Based Hierarchical Clustering
Journal of machine learning research · 2016
50
cited
Characterization of Linkage-based Clustering
Annual Conference Computational Learning Theory · 2010
50
cited
Human Cluster Evaluation and Formal Quality Measures: A Comparative Study
Annual Meeting of the Cognitive Science Society · 2012
50
cited
Descriptive statistics and visualization of data from the R datasets package with implications for clusterability
Data in Brief · 2019
47
cited
Algorithmic Songwriting with ALYSIA
EvoMUSART · 2016
41
cited
Clustering Oligarchies
International Conference on Artificial Intelligence and Statistics · 2013
28
cited
Orthogonal query recommendation
ACM Conference on Recommender Systems · 2013
27
cited
Efficient enumeration of words in regular languages
Theoretical Computer Science · 2009
23
cited
Teaching Computational Creativity
ICCC · 2017
19
cited
Weighted clustering: Towards solving the user's dilemma
Pattern Recognition · 2021
17
cited
The authorship dilemma: alphabetical or contribution?
Autonomous Agents and Multi-Agent Systems · 2012
14
cited
Which Data Sets are ‘Clusterable’? – A Theoretical Study of Clusterability
2008
14
cited
Brilliance Bias in GPT-3
IEEE Global Humanitarian Technology Conference · 2022
12
cited
An Effective and Efficient Approach for Clusterability Evaluation
arXiv.org · 2016
11
cited
Sotabase
Margareta Ackerman | Researcher Profile | Sotabase | Sotabase