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Announcement New!Priya Mani, Carlotta Domeniconi, and Igor Griva, "Unsupervised Selective Manifold Regularized Matrix Factorization", Accepted at SDM21. New! Minisymposium on Women in Data Science @ 2020 SIAM Conference on Mathematics of Data Science Cincinnati, Ohio, May 6, 2020. Due to COVID-19, MDS will happen virtually. The live session of our minisymposium is June 9, 2020, 2:30pm - 4:30pm. The schedule, pre-recorded talks, and zoom link are available here Virtual Talk Schedule. Find the Introduction and Schedule also here:Introduction and Schedule Thank you to all the speakers!
Research Interests Machine Learning, Data Mining, Classification, Clustering, Subspace and Multi-View Techniques, Bayesian Methods, Ensemble Methods, Text Mining, Social Network Analysis, Educational Data Mining, Financial Data Mining, Big Data
Publications All Publications
Lab Data Mining and Machine Learning Laboratory
Students Students
Projects Summarization, Profiling, and Community Detection in Large Semi-Structured Graph Data (Sponsor: FINRA - Financial Industry Regulatory Authority) Learning Local Feature Relevance for Pattern Classification and Clustering . (NSF CAREER Award 2005-2010) Clustering with Knowledge for Gene Expression Data. (ORAU Ralph E. Powe Junior Faculty Enhancement Award 2004)
Professional Activities Conference Co-Chair: SDM 2017 Co-organizer and Research Lead: WiSDM 2017 Co-Chair: 2016 IEEE Symposium on Computational Intelligence and Data mining PC Member: NIPS 2016 PC Member: ICDM 2016 Area Chair: ECML-PKDD 2016 PC Member: The First Workshop on Mining Data for Financial Applications (MIDAS) (co-located with ECML-PKDD) 2016 PC Member PhD Forum: ECML-PKDD 2016 PC Member PhD Forum: ICDM 2016 Workshop Co-Chair: ICDM 2016 Conference Co-Chair: SDM 2016 Associate Editor of the IEEE Transactions on Knowledge and Data Engineering (TKDE) Co-Chair: 2015 IEEE Symposium on Computational Intelligence and Data mining Associate Editor of the Knowledge and Information Systems Journal by Springer Senior PC Member: SDM 2015 PC Area Chair: ICDM 2014 Co-Chair: 2014 IEEE Symposium on Computational Intelligence and Data mining PC Member: KDD 2014 PC Member: AAAI 2014 Senior PC Member: SDM 2014 Co-chair: Semantic Analysis of Documents Workshop @ DocEng 2014 Member: IEEE Task Force on High Dimensional Data Analysis Vice Chair: Data Mining Technical Committee, IEEE Computational Intelligence Society Others were one business writing services company big scam. 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Teaching Fall 2014 CS 330 Formal Methods and Models INFS 755 Data Mining Past Semesters