The Center for Data Analytics and Biomedical Informatics (DABI) directed by Prof. Zoran Obradovic consists of eight state of the art research laboratories where computer and information science students are trained for exciting careers at the interface between information management, retrieval, analysis and various applied disciplines.
Areas of advanced research at DABI Center include data mining, machine learning, databases, pattern recognition, computer vision and Web search. Current projects focus on knowledge discovery in large databases by designing more accurate and efficient methods for data summarization, trend analysis, anomaly detection, clustering, prediction, text, image, video and stream mining. Investigators at the DABI Center are applying their novel solutions to challenging problems in health informatics, geosciences/remote sensing, computer vision, robot mapping and social sciences.
Research activities at the DABI Center are funded by the Defense Advanced Research Projects Agency, National Science Foundation, National Institute of Health, National Institute of Justice, National Institute of Standards and Technology, U.S. Air Force, U.S. Department of Defense, U.S. Department of Energy, Pennsylvania Department of Health and industry.