Lijuan Cai

Department of Computer Science
Brown University, Box 1910
Providence, RI 02912
401-215-7998 (voice)
401-863-7657 (fax)

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Courses:

CS243    Topics in Machine Learning
CS295    Machine Learning and Pattern Recognition
CS241    Statistical Models in Natural Language Understanding

AM171    Information Theory
CS155     Probabilistic Methods in Computer Science
CS258     Combinatorial Optimization
AM166    Statistical Inference
MA127    Topics in Functional Analysis

CS196    Computer Networks
CS125    Introduction to Computer Graphics
CS127    Database Management Systems
CS181    Computational Molecular Biology

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Publications:

Lijuan Cai and Thomas Hofmann. Exploiting Known Taxonomies in Learning Overlapping Concepts. 20th International Joint Conference on Artificial Intelligence (IJCAI), 2007. [pdf]

Lijuan Cai and Thomas Hofmann. Hierarchical Document Categorization with Support Vector Machines. 13th ACM Conference on Information and Knowledge Management (CIKM), 2004. [pdf]

Thomas Hofmann, Lijuan Cai, and Massimiliano Ciaramita. Learning with Taxonomies: Classifying Documents and Words. Workshop on Syntax, Semantics, and Statistics, Neural Information Processing (NIPS), 2003. [pdf]

Lijuan Cai and Thomas Hofmann. Text Categorization by Boosting Automatically Extracted Concepts. 26th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval, 2003. [pdf]

Lijuan Cai and Tao Zou. Push/Pull Technology and Its Implementation on Domino. Computer Engineering and Applications, China. No. 10, 1999.

Lijuan Cai and Tao Zou. Document Review Workflow and Its Implementation on Lotus Notes. Application of the Computer Systems, China. No. 10, 1998.

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