Sotabase

Career

· Chief of Staff, CambioML2024–
· Undergraduate Student, Washington University in St. Louis2023–
· Associate Professor, Purdue University2021–
· Associate Professor in Computer Science and Engineering, University at Buffalo2021–

Publications (145)

Outlier Detection for Temporal Data: A Survey
IEEE Transactions on Knowledge and Data Engineering · 2014
1,006
cited
Multi-View Clustering via Joint Nonnegative Matrix Factorization
SDM · 2013
978
cited
Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation
SIGMOD Conference · 2014
489
cited
A Survey on Truth Discovery
SKDD · 2015
438
cited
Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints
IEEE Transactions on Knowledge and Data Engineering · 2011
408
cited
Knowledge transfer via multiple model local structure mapping
Knowledge Discovery and Data Mining · 2008
350
cited
A Confidence-Aware Approach for Truth Discovery on Long-Tail Data
Proceedings of the VLDB Endowment · 2014
340
cited
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
SDM · 2007
286
cited
On community outliers and their efficient detection in information networks
Knowledge Discovery and Data Mining · 2010
281
cited
Graph Regularized Transductive Classification on Heterogeneous Information Networks
ECML/PKDD · 2010
258
cited
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation
Knowledge Discovery and Data Mining · 2015
193
cited
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice
Industrial Conference on Data Mining · 2007
173
cited
Role of SCFAs in gut microbiome and glycolysis for colorectal cancer therapy
Journal of Cellular Physiology · 2019
162
cited
A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data
2008 Eighth IEEE International Conference on Data Mining · 2008
150
cited
Autophagy inhibition enhances PD-L1 expression in gastric cancer
Journal of experimental & clinical cancer research : CR · 2019
148
cited
Asiatic acid, a pentacyclic triterpene in Centella asiatica, attenuates glutamate-induced cognitive deficits in mice and apoptosis in SH-SY5Y cells
Acta Pharmacologica Sinica · 2012
144
cited
On the Discovery of Evolving Truth
Knowledge Discovery and Data Mining · 2015
143
cited
iTopicModel: Information Network-Integrated Topic Modeling
2009 Ninth IEEE International Conference on Data Mining · 2009
139
cited
Addressing Concept-Evolution in Concept-Drifting Data Streams
2010 IEEE International Conference on Data Mining · 2010
138
cited
Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams
IEEE Transactions on Knowledge and Data Engineering · 2013
131
cited
Sotabase