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Artificial Intelligence


Elovici, Yuval and Braha, Dan (2003) A Decision-Theoretic Approach to Data Mining. IEEE Transactions on Systems, Man, and Cybernetics. Part A. 33(1):pp. 1-10.

Orwig, Richard E. and Chen, Hsinchun and Nunamaker Jr., Jay F. (1997) A graphical self-organizing approach to classifying electronic meeting output. Journal of the American Society for Information Science 48(2):pp. 157-170.

Chen, Hsinchun and Shankaranarayanan, Ganesan and She, Linlin and Iyer, Anand (1998) A Machine Learning Approach to Inductive Query by Examples: An Experiment Using Relevance Feedback, ID3, Genetic Algorithms, and Simulated Annealing. Journal of the American Society for Information Science 49(8):pp. 693-705.

Orwig, Richard E. and Chen, Hsinchun and Vogel, D. and Nunamaker Jr., Jay F. (1996) A Multi-Agent View of Strategic Planning Using Group Support Systems and Artificial Intelligence. Group Decision and Negotiation 5(1):pp. 37-59.

Leroy, Gondy and Chen, Hsinchun and Martinez, Jesse D. (2003) A shallow parser based on closed-class words to capture relations in biomedical text. Journal of Biomedical Informatics 36:pp. 145-158.

Chen, Hsinchun and Chung, Yi-Ming and Ramsey, Marshall C. and Yang, Christopher C. (1998) A Smart Itsy Bitsy Spider for the Web. Journal of the American Society for Information Science, Special Issue on AI Techniques for Emerging Information Systems Applications 49(7):pp. 604-618.

Chen, Hsinchun and Ng, Tobun Dorbin (1995) An Algorithmic Approach to Concept Exploration in a Large Knowledge Network (Automatic Thesaurus Consultation): Symbolic Branch-and-Bound Search vs. Connectionist Hopfield Net Activation. Journal of the American Society for Information Science 46(5):pp. 348-369.

Chen, Hsinchun (1998) Artificial Intelligence Techniques for Emerging Information Systems Applications: Trailblazing Path to Semantic Interoperability. Journal of the American Society for Information Science, Special Issue on AI Techniques for Emerging Information Systems Applications 49(7):pp. 579-581.

Chen, Hsinchun and Hsu, P. and Orwig, Richard E. and Hoopes, L. and Nunamaker Jr., Jay F. (1994) Automatic Concept Classifiication of Text From Electronic Meetings. Communications of the ACM 37(10):pp. 56-73.

Chen, Hsinchun and Lynch, K.J. (1992) Automatic Construction of Networks of Concepts Characterizing Document Databases. IEEE Transactional on Systems, Man, and Cybermetics 22(5):pp. 885-902.

Chen, Hsinchun and Schatz, Bruce R. and Yim, Tak and Fye, David (1995) Automatic Thesaurus Generation for an Electronic Community System. Journal of the American Society for Information Science 46(3):pp. 175-193.

Wang, Gang and Chen, Hsinchun and Atabakhsh, Homa (2004) Automaticially Detecting Deceptive Criminal Identities. Communications of the ACM 47(3):pp. 71-76.

Chau, Michael and Atabakhsh, Homa and Zeng, Daniel and Chen, Hsinchun (2001) Building an Infrastructure for Law Enforcement Information Sharing and Collaboration: Design Issues and Challenges. In Proceedings National Conference for Digital Government Research, Los Angeles, CA.

Chen, Hsinchun and Chau, Michael and Zeng, Daniel (2002) CI Spider: a tool for competitive intelligence on the Web. Decision Support Systems 34(1):pp. 1-17.

Chen, Hsinchun and Dhar, Vasant (1991) Cognitive Process as a Basis for Intelligent Retrieval Systems Design. Information Processing and Management 27(5):pp. 405-432.

Hauck, Roslin V. and Chen, Hsinchun (1999) COPLINK: A Case of Intelligent Analysis and Knowledge Management. In Proceedings International Conference on Information Systems, pages pp. 15-28, Charlotte, NC.

Tolle, Kristin M. and Chen, Hsinchun and Chow, Hsiao-Hui (2000) Estimating drug/plasma concentration levels by applying neural networks to pharmacokinetic data sets. Decision Support Systems, Special Issue on Decision Support for Heath Care in a New Information Age 30(2):pp. 139-152.

Chen, Hsinchun and Buntin, P. and She, Linlin and Sutjahjo, S. and Sommer, C. and Neely, D. (1994) Expert Prediction, Symbolic Learning, and Neural Networks: An Experiment on Greyhound Racing. IEEE Expert 9(6):pp. 21-27.

Xu, Jennifer J. and Chen, Hsinchun (2004) Fighting organized crimes: using shortest-path algorithms to identify associations in criminal networks. Decision Support Systems 38(3):pp. 473-487.

Chen, Hsinchun and Lynch, K.J. and Basu, K. and Ng, Tobun Dorbin (1993) Generating, Integrating, and Activating Thesauri for Concept-based Document Retrieval. IEEE Expert, Special Series on Artificial Intelligence in Text-based Information Systems 8(2):pp. 25-34.

Hubbard, John (1999) Indexing the Internet.

Chen, Hsinchun and Lynch, K.J. and Himler, A.K. and Goodman, S.E. (1992) Information Management in Research Collaboration. International Journal of Man-Machine Studies 36(3):pp. 419-445.

Chen, Hsinchun and Nunamaker Jr., Jay F. and Orwig, Richard E. and Titkova, Olga (1998) Information Visualization for Collaborative Computing. IEEE Computer 31(8):pp. 75-82.

Chen, Hsinchun (1998) Intellectual Capital and Knowledge Management: A Perpetual Self-Organizing (PSO) Approach. In Proceedings PMSEP3: Creative Approaches in Project Management, Hagerstown, MD.

Bailey Jr., Charles W. (1991) Intelligent Library Systems: Artificial Intelligence Technology and Library Automation Systems.

Bailey Jr., Charles W. (1990) Intelligent Multimedia Computer Systems: Emerging Information Resources in the Network Environment. Library Hi Tech 8(1):pp. 29-41.

Chen, Kristin M. and Chen, Hsinchun (2000) Intelligent Software Agents for Electronic Commerce, in Shaw, M. and Blanning, B. and Strader, T. and Whinston, A., Eds. Handbook on Electronic Commerce, pages pp. 365-382. Springer.

Chen, Hsinchun (2001) Knowledge Management Systems: A Text Mining Perspective. Knowledge Computing Corporation.

Chen, Hsinchun (1992) Knowledge-Based Document Retrieval: Framework and Design. Journal of Information Science: Principles and Practice 18(3):pp. 293-314.

Huang, Zan and Chen, Hsinchun and Yip, Alan and Ng, Gavin and Guo, Fei and Chen, Zhi-Kai and Roco, Mihail C. (2003) Longitudinal patent analysis for nanoscale science and engineering: Country, institution and technology field. Journal of Nanoparticle Research 5:pp. 333-363.

Chen, Hsinchun (1995) Machine Learning for Information Retrieval: Neural Networks, Symbolic Learning, and Genetic Algorithms. Journal of the American Society for Information Science 46(3):pp. 194-216.

Leroy, Gondy and Chen, Hsinchun (2001) Meeting Medical Terminology Needs - the ontology-enhanced medical concept mapper. IEEE Transactions on Information Technology in Biomedicine 5(4):pp. 261-270.

Ramsey, Marshall C. and Ong, Thian-Huat and Chen, Hsinchun (1998) Multilingual Input System for the Web - an Open Multimedia Approach of Keyboard and Handwriting Recognition for Chinese and Japanese. In Proceedings IEEE Advances in Digital Libraries Conference, pages pp. 188-195, Santa Barbara, CA.

Ramsey, Marshall C. and Ong, Thian-Huat and Chen, Hsinchun (1998) Multilingual input system for the Web - an open multimedia approach of keyboard and handwritten recognition for Chinese and Japanese. In Proceedings IEEE Advances in Digital Libraries Conference, pages pp. 188-195, Santa Barbara, CA.

Chau, Michael and Chen, Hsinchun and Qin, Jailun and Zhou, Yilu and Sung, Wai-Ki and Chen, Mark and Qin, Yi and McDonald, Daniel M. and Lally, Ann M. (2002) NanoPort: A Web Portal for Nanoscale Science and Technology. In Proceedings Joint Conference on Digital Libraries, Portland, OR.

Romano, Nicholas C. and Bauer, Christina and Chen, Hsinchun and Nunamaker Jr., Jay F. (2000) Quantifying Qualitative Data for Electronic Commerce Attitude Assessment and Visualization. Journal of Management Information Systems.

Chen, Hsinchun and Zhang, Yin and Houston, Andrea L. (1998) Semantic Indexing and Searching Using a Hopfield Net. Journal of Information Science 24(1):pp. 3-18.

Chen, Hsinchun (2000) Semantic Issues for Digital Libraries, in Harum, S. and Twindale, M., Eds. Successes and Failures of Digital Libraries, 35 Annual Clinic on Library Applications of Data Processing, pages pp. 70-79. UIUC.

Bailey Jr., Charles W. (1992) The Intelligent Reference Information System Project: A Merger of CD-ROM LAN and Expert System Technologies. Information Technology and Libraries 11(3):pp. 237-244.

Chen, Hsinchun and Ramsey, Marshall C. and Li, P. (2000) The Java Search Agent Workshop, in Gamriella, P. and Crestani, F., Eds. Soft Combining in Information Retrieval, pages pp. 122-140. Physica-Verlag.

Romano, Nicholas C. and Bauer, Christina and Chen, Hsinchun and Nunamaker Jr., Jay F. (2000) The MindMine Comment Analysis Tool for Collaborative Attitude Solicitation, Analysis, Sense-Making and Visualization. In Proceedings Hawaii International Conference on System Sciences, Maui, HI.

Chen, Hsinchun and Houston, Andrea L. and Yen, Jerome and Nunamaker Jr., Jay F. (1996) Toward Intelligent Meeting Agents. IEEE Computer 29(8):pp. 62-70.

Chen, Hsinchun and Dhar, Vasant (1990) User Misconceptions of Information Retrieval Systems. International Journal of Man-Machine Studies 32(6):pp. 673-692.

Chow, Hsiao-Hui and Chen, Hsinchun and Ng, Tobun Dorbin and Myrdal, P. and Yalkowsky, S.H. (1995) Using Backpropagation Networks for the Estimation of Aqueous Activity Coefficients of Aromatic Organic Compounds. Journal of Chemical Information and Computer Sciences, American Chemical Society 35(4):pp. 723-728.

Zhu, Bin and Chen, Hsinchun (2000) Validating a Geographic Image Retrieval System. Journal of the American Society for Information Science 51(7):pp. 625-634.


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