Welcome to the DIAL (Data, Inference Analysis, and Learning) Laboratory, Professor Nitesh Chawla's research group. The DIAL Lab is closely affiliated with the Interdisciplinary Center for Network Science and Applications (iCeNSA), which is co-directed by Prof. Chawla. The iCeNSA is an interdisciplinary research center organized around network science problems in social, biological, biochemical, physical, environmental, financial, organizational, technical and defense systems.
Our research addresses a diverse set of problems including class imbalance, cost-sensitive learning, graph-based data mining, network science, parallel and distributed data mining, performance evaluation, privacy-preserving data mining, and collaborative filtering. We work on a broad range of applications including medical informatics, finance, security, biometrics, systems, bioinformatics, climate science, ecology, and customer behavior analytics. The research is/has been supported with grants and awards from National Science Foundation, Army Research Labs, NET Institute, Department of Energy, Department of Defense, National Institute of Justice, and Northwest Indiana Computational Grid.
Conference Alert!
The NASA Conference on Intelligent Data Understanding (CIDU), co-organized by members of the DIAL group, will be held in Mountain view, CA Oct 20-21, 2011. Please visit the Conference Hompage for more information and check us out on LinkedIn and Facebook! The Call for Papers is also available HERE.
CONTACT INFORMATIONComputer Science and Engineering353 Fitzpatrick Hall Notre Dame, IN 46556 (574) 631-8716 nchawla [at] cse [dot] nd.edu |
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