Technical Reports
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+ agent95.html New
  • Title: Intelligent Meeting Facilitation Agents: An Experiment on GroupSystems
  • IEEE Computer, 1996, forthcoming.
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+ chinese93.html

  • Title: An Automatic Indexing and Neural Network Approach to Concept Retrieval and Classification of Multilingual (Chinese-English) Documents
  • IEEE Transactions on Systems, Man, and Cybernetics, 1994, (minor revision).
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+ cscw94.html

  • Title: The Vocabulary Problem in Collaboration
  • IEEE COMPUTER, Special Issue on CSCW, Volume 27 , Number 5, Pages 2-10, May, 1994.
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+ dexa90.html

  • Title: A Knowledge-Based Document Retrieval Systems
  • Proceedings of the 5th Conference on Office Information Systems (COIS-90), Boston, Massachusetts, 1990.
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+ dog93.html

  • Title: Expert Prediction, Symbolic Learning, and Neural Networks: An Experiment on Greyhound Racing
  • IEEE EXPERT, 1994, (minor revision).
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+ ebs92.html

  • Title: Automatic Concept Classification of Text from Electronic Meetings
  • Communications of the ACM, 1994, in press.
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+ expert94.html

  • Title: A Machine Learning Approach to Inductive Query by Examples: An Experiment Using Relevance Feedback, ID3, Simulated Annealing, and Genetic Algorithms
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+ fly94.html

  • Title: Generating a Domain-specific Thesaurus Automatically: An Experiment on FlyBase
  • CMI WPS 94-7, (submitted to Information Processing and Management).
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+ gannet93.html

  • Title: GANNET: Information Retrieval Using Genetic Algorithms and Neural Nets
  • IEEE Transactions on Neural Networks, 1994, (major revision).
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+ hicss25.html

  • Title: Knowledge Discovery from Historical Data: An Algorithmic Approach
  • Proceedings of the 25th Annual Hawaii International Conference on System Sciences (HICSS-25), Kaui, Hawaii, January 7-10 , 1992, Pages 70-79.
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+ hicss27d.html

  • Title: Inductive Query by Examples (IQBE): A Machine Learning Approach
  • Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), Maui, Hawaii, January 4-7, 1994.
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+ hicss27g.html

  • Title: A Machine Learning Approach to Document Retrievel: An Overview and an Experiment
  • Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), Maui, Hawaii, January 4-7, 1994.
  • Best Paper Award
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+ hicss27m.html

  • Title: Building Concept-Based Meeting Memory Systems: An Experiment on Electronic Brainstorming Output
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+ hicss27w.html

  • Title: An Algorithmic Approach to Building Concept Space for a Scientific Community
  • Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), Maui, Hawaii , January 4-7, 1994.
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+ id3ir93.html

  • Title: An Inductive Machine Learning Approach to Information Retrieval
  • CMI WPS 93-14, (submitted to Information Processing and Management).
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+ ieee91.html

  • Title: Automatic Construction of Networks of Concepts Characterizing Document Databases
  • IEEE Transactions on Systems, Man, and Cybernetics, Volume 22, Number 5, Pages 885-902, 1992.
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+ ijmms90.html

  • Title: Information Management in Research Collaboration
  • International Journal of Man-Machine Studies, Volume 36, Number 3, Pages 419-445, March, 1992.
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+ ijmms93.html

  • Title: A Textual Database/Knowledge-Base Coupling Approach to Creating Computer-Supported Organizational Memory
  • International Journal of Man-Machine Studies , 1994, (minor revision).
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+ ijmms94.html

+ ipm91.html

  • Title: Explaining and Alleviating Information Management Indeterminism: A Knowledge-Based Framework
  • Information Processing and Management, 1994, in press.
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+ mlir93.html

  • Title: Machine Learning for Information Retrieval: Neural Networks, Symbolic Learning, and Genetic Algorithms
  • Journal of the American Society for Information Science, 1994, in press.
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+ pami96.html New

  • Title: A Parallel Computing Approach to Creating Engineering Concept Spaces for Semantic Retrieval: The Illinois Digital Library Initiative Project
  • IEEE Transactions on Pattern Analysis and Machine Intelligence, 1996, in press.
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+ reuse93.html

  • Title: COSSAR: A Concept Space Approach to the Storage and Retrieval of Reusable Software
  • CMI WPS 93-17, (submitted to IEEE Transactions on Software Engineering.
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+ sigir93.html

+ snnn92.html

  • Title: An Algorithmic Approach to Concept Exploration in a Large Knowledge Network (Automatic Thesaurus Consultation): Symbolic Branch-and-bound Search vs. Connectionist Hopfield Net Activation
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+ sol92.html

  • Title: Using Backpropagation Network for the Estimation of Aqueous Activity Coefficients
  • CMI WPS 93-01, (submitted to Computers and Biomedical Research).
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+ som95.html New

  • Title: Internet Categorization and Search: A Machine Learning Approach
  • Journal of Visual Communication and Image Representation, Special Issue on Digital Libraries, Volume 7, Number 1, Pages 88-102, 1996.
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+ tool95.html New

+ wcs96.html New

  • Title: A Concept Space Approach to Addressing the Vocabulary Problem in Scientific Information Retrieval: An Experiment on the Worm Community System
  • Journal of the American Society for Information Science, Volume 47, Number 8, August 1996.
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+ worm94.html

  • Title: Automatic Thesaurus Generation for an Electronic Community System
  • Journal of the American Society for Information Science, 1994, in press.
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+ xbb93.html

  • Title: An X Window System Implementation of Blackboard-based Information Retrieval Design (BIRD)
  • CMI WPS 93-23, (submitted to International Journal of Man-Machine Studies).
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