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个人简介
Dr. Aparna Varde holds a Ph.D. in Computer Science from Worcester Polytechnic Institute (WPI) in Massachusetts with a disseration on Data Mining. She is a Tenured Associate Professor in the Department of Computer Science at Montclair State University in Montclair, New Jersey, and a Doctoral Faculty Member in their Environmental Management Program. Her work experience includes being a Visiting Senior Researcher at Max Planck Institute for Informatics (MPII) in Saarbrucken, Germany; and a Tenure Track Assistant Professor in the Department of Math and Computer Science at Virginia State University, USA. Aparna obtained her M.S. in Computer Science at WPI after completing her B.E. in Computer Engineering from the University of Bombay, India. Her research interests span Data Mining, Databases, Artificial Intelligence and Cloud Computing with particular emphasis on multidisciplinary work. She has 4 years of industrial experience mostly in multinational companies such as Lucent Technologies and Citicorp. Aparna's research is supported by grants from PSE&G, NSF, Roche and Merck. Her professional activites include serving as a panelist for NSF, co-chair of ACM CIKM's Ph.D.workshops and IEEE ICDM PhD Forum, reviewer for journals such as IEEE's TKDE and ACM's TKDD and PC member at conferences such as IEEE's IDCM, ACM's EDBT and SIAM's SDM. She has 2 software trademarks, a book chapter and several papers in reputed journals and conferences by IEEE, ACM, AAAI etc. Aparna has been awarded Associate Membership of Sigma Xi for excellence in multidisiplinary work. She is classified as an outstanding researcher by the USCIS for permanent residency. As hobbies she enjoys reading, travel, fitness, sea-food, music and other cultural events. This is her academic profile on Microsoft Academic Search. Here is her faculty web page at Montclair State University.
Research Areas
Data Mining: Scientific Data Mining; Text Mining; Cloud Mining; Big Data Analytics
Artificial Intelligence: Machine Learning; Web Intelligence; Decision Support; Cloud Intelligence
Database Systems: Web Databases; Spatial Data Management; Cloud Data Processing
Environmental Management: Green IT, Urban Sustainability; Geo-infomatics
研究兴趣
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Multimedia tools and applicationsno. 1 (2024): 807-838
2023 IEEE 35TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, ICTAIpp.229-233, (2023)
COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023pp.1225-1227, (2023)
2023 IEEE International Conference on Big Data (BigData)pp.6311-6313, (2023)
SIGWEB Newsl.no. Winter (2023): 4:1-4:22
CoRR (2023)
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