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Dr. Yanjun Li
Assistant Professor
Department of Computer & Information Sciences
328A John Mulcahy Hall
441 East Fordham Road, Bronx NY 10458
Email: yli(at)cis.fordham.edu
Phone: 718-817-4480
Dr. Li's Homepage
Dr. Li's Short CV
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Bio
Dr. Yanjun Li is an assistant professor of Computer and Information
Science at Fordham University. Dr. Li earned her M.S. and Ph.D. degree
in Computer Science from
Wright State University.
Dr. Li has published journal and conference papers in the areas of text
mining,
data mining, artificial intelligence, and parallel computing.
She is considered an expert in the area of data mining and information
retrieval.Research
My primary research area is data mining and knowledge discovery.
Data mining (sometimes called data or knowledge discovery)
is the process of analyzing data from different perspectives
and summarizing it into implicit, previously unknown, and potentially useful
information.
Technically, data mining is the process of finding correlations or patterns
among dozens of fields in large relational databases.
I am specially interested in studying text mining algorithms,
applying parallel and distributed computing techniques in data mining area.
My recent work has focused on text clustering, text classification,
and ontology building.
I have also been doing research on parallel text mining algorithms. Selected Publications
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Yanjun Li, Congnan Luo, and S.M. Chung (2008). "Text Clustering with Feature Selection by Using Statistical Data", IEEE Trans. on Knowledge and Data Engineering (TKDE), 20(5)
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Yanjun Li, Soon M. Chung and John D. Holt (2008). "Text Document Clustering Based on Frequent Word Meaning Sequences", Data & Knowledge Engineering,
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Yanjun Li and Soon M. Chung (2007). "Parallel Bisecting K-means with Prediction Clustering Algorithm", The Journal of Supercomputing, 39(1)
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John D. Holt, Soon M. Chung and Yanjun Li (2007). "Usage of Mined Word Associations for Text Retrieval", IEEE International Conference on Tools with Artificial Intelligence (ICTAI) 2007, Patras, Greece, October 2007.
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Yanjun Li and Soon M. Chung (2005). "Text Document Clustering Based on Frequent Word Sequences", Proc. of International Conference on Information and Knowledge Management - CIKM 2005. ACM Press, Bremen, Germany.
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Yanjun Li (2007). "High Performance Document Clustering Algorithms", Ph.D. Dissertation , Department of Computer Science and Engineering, Wright State University, Dayton, OH, May, 2007.
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