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NYU/Stern Information Systems Technical Group Databases, Data Mining, Machine Learning Faculty Vasant Dhar Panos Ipeirotis Foster Provost Alex Tuzhulin Ph.D. Students Nikolay Archak Tianyi Jiang Akhmed Umyarov Rhong Zhong Recent Ph.D. Graduates Shawndra Hill (Wharton/UPenn, OPIM), Claudia Perlich (IBM Research) Research Interests • • • • • • • Data Mining from Multiple Sources Data Mining from Graphs Fraud Detection Customer Profiling Recommender Systems Economics-based Text Mining Web-scale Information Extraction