Publications


Books and Book Chapters

  •  2008
    • Tecuci G., Boicu M., and Comello J. (with contributions from Marcu D., Boicu C., Barbulescu M., Le V., Cleckner W.) Agent-Assisted Center of Gravity Analysis, GMU Press, 2008 (to appear).
       
  •  2007
    • Tecuci G., Boicu M., Marcu D., Boicu C., Barbulescu M., Ayers C., Cammons D., "Cognitive Assistants for Analysts", in John Auger, William Wimbish (eds.), Proteus Futures Digest: A Compilation of Selected Works Derived from the 2006 Proteus Workshop, Joint publication of the National Intelligence University, Office of the Director of National Intelligence, and US Army War College Center for Strategic Leadership, pp. 303-329, 2007. (also published as a journal paper)
       
  •  2006
    • Dorin Marcu, "An Approach to the Design and Learning of Interaction Models for Mixed-Initiative Assistants", PhD Proposal Presentation, George Mason University, September 7, 2006.
       
  •  2000
    • Tecuci G., Boicu M., Wright K., Lee S.W., Marcu D. and Bowman M., "A Tutoring Based Approach to the Development of Intelligent Agents," in Teodorescu, H.N., Mlynek, D., Kandel, A. and Zimmermann, H.J. (editors), Intelligent Systems and Interfaces, Kluwer Academic Press, 2000.

Journal Papers

  •  2008
    • Tecuci G., Boicu M., Marcu D., Barbulescu M., Boicu C., Le V., Hajduk T., "Teaching Virtual Experts for Multi-Domain Collaborative Planning", Journal of Software, Volume 3, Number 3, pp. 38-59, March 2008.
       
  •  2007
    • Tecuci G., Marcu D., Boicu M., Le V., "Mixed-Initiative Assumption-Based Reasoning for Complex Decision-Making", Studies in Informatics and Control, Volume 16, Number 4, December 2007.

    • Tecuci G., Boicu M., Marcu D., Boicu C., Barbulescu M., Ayers C., Cammons D., "Cognitive Assistants for Analysts", Journal of Intelligence Community Research and Development (JICRD), 2007. (also published as a book chapter)
       
  •  2005
    • Tecuci G., Boicu M., Boicu C., Marcu D., Stanescu B., Barbulescu M., "The Disciple-RKF Learning and Reasoning Agent", Computational Intelligence, Vol.21, No.4, 2005, pp. 462-479.
       
  •  2002
    • Tecuci G., Boicu M., Marcu D., Stanescu B., Boicu C., and Comello J., "Training and Using Disciple Agents: A Case Study in the Military Center of Gravity Analysis Domain", AI Magazine, Vol. 23, No. 4, pp. 51-68, AAAI Press, 2002. [Abstract]
       
  •  2001
    • Tecuci G., Boicu M., Bowman M., and Marcu D., with a preface by Burke M., "An Innovative Application from the DARPA Knowledge Bases Programs: Rapid Development of a High Performance Knowledge Base for Course of Action Critiquing", AI Magazine, Vol. 22, No. 2, pp. 43-61, AAAI Press, 2001.
       
  •  2000
    • Tecuci G., Boicu M., Bowman M., Marcu D., Shyr P., and Cascaval C., "An Experiment in Agent Teaching by Subject Matter Experts", International Journal of Human-Computer Studies, Vol. 53, pp. 583-610, 2000. [Abstract]

Conference Papers

  •  2007
    • Tecuci G., Boicu M., Hajduk T., Marcu D., Barbulescu M., Boicu C., Le V., "A Tool for Training and Assistance in Emergency Response Planning", in Proceedings of the Hawaii International Conference on System Sciences, HICSS-40, Hawaii, January 3-6, 2007.

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  •  2006
    • Fowler C., Ayers C., Cammons D., Tecuci G., Boicu M., Le V., Marcu D., Boicu C., Barbulescu M., "Cognitive Assistants for the Analysts: Experiments in the Classroom", in Proceedings of the INFORMS Military Applications Society Conference "Homeland Security for the 21st Century", Mystic, Connecticut, July 24-26, 2006.

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  •  2005
    • Boicu M., Tecuci G., Marcu D., "Mixed-Initiative Assistant for Modeling Expert’s Reasoning", in Proceedings of the AAAI-05 Fall Symposium on Mixed-Initiative Problem-Solving Assistants, Arlington, Virginia, November 4-6, 2005.

    • Boicu M., Tecuci G., Ayers C., Marcu D., Boicu C., Barbulescu M., Stanescu B., Wagner W., Le V., Apostolova D., Ciubotariu A., "A Learning and Reasoning System for Intelligence Analysis", in Proceedings of the Twentieth National Conference on Artificial Intelligence, AAAI-05, Pittsburgh, Pennsylvania, USA, July 9-13, 2005.

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  •  2004
    • Tecuci G., Boicu M., Marcu D., Stanescu B., Boicu C., Barbulescu M., "Parallel Knowledge Base Development by Subject Matter Experts", in Motta E., Shadbolt N., Stutt A., and Gibbins N. (Eds.), Engineering Knowledge in the Age of the Semantic Web, EKAW 2004, LNAI 3257, pp. 265-279, (Springer-Verlag) 2004 (Proceedings of the 14th International Conference on Knowledge Engineering and Knowledge Management, October 5-8 2004, Whittlebury Hall, Northamptonshire, UK).

    • Tecuci G., Boicu M., Marcu D., Stanescu B., Boicu C., Barbulescu M., "A Learning Agent Shell for Building Knowledge-Based Agents", in Proceedings of the Technology Demonstration Session of the 14th International Conference on Knowledge Engineering and Knowledge Management, EKAW 2004, October 5-8, Whittlebury Hall, Northamptonshire, UK, 2004.

    • Boicu M., Tecuci G., Stanescu B., Marcu D., Barbulescu M., Boicu C., "Design Principles for Learning Agents", in Proceedings of AAAI-2004 Workshop on Intelligent Agent Architectures: Combining the Strengths of Software Engineering and Cognitive Systems, July 26, San Jose, California, (AAAI Press) 2004.

    • Tecuci G., Boicu M., Marcu D., Stanescu B., Boicu C., Barbulescu M., "A University Research Group Experience with Deploying an Artificial Intelligence Application in the Center of Gravity Analysis Domain", in Proceedings of AAAI-2004 Workshop on Fielding Applications of Artificial Intelligence, July 25, San Jose, California, (AAAI Press) 2004.

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  •  2003
    • Boicu M., Tecuci G., Marcu D., Boicu C., and Stanescu B., "Mixed-Initiative Control for Teaching and Learning in Disciple", in Proceedings of the IJCAI-2003 Workshop on Mixed-Initiative Intelligent Systems, pp. 9-16, August 9, Acapulco, Mexico, 2003. [Abstract]

    • Tecuci G., Boicu M., and Marcu D., "Toward a Disciple-based Mixed-Initiative Cognitive Assistant", in Proceedings of the IJCAI-2003 Workshop on Mixed-Initiative Intelligent Systems, pp. 131-137, August 9, Acapulco, Mexico, 2003. [Abstract]

    • Boicu C., Tecuci G., Boicu M., and Marcu D., "Improving the Representation Space through Exception-Based Learning", in Proceedings of the 16th International FLAIRS Conference (FLAIRS-2003), May 11 - 15, St. Augustine, Florida, 2003. [Abstract]
       
  •  2002
    • Boicu M., Tecuci G., Marcu D., Stanescu B., Boicu C., Balan C., Barbulescu M., and Hao X., "Disciple-RKF/COG: Agent Teaching by Subject Matter Experts", in Proceedings of the Eighteenth National Conference on Artificial Intelligence (AAAI-2002), Intelligent Systems Demonstrations, July 28 - August 1, Edmonton, Alberta, Canada, 2002. [Abstract]

    • Tecuci G., Boicu M., Marcu D., Stanescu B., Boicu C., Comello J., Lopez A., Donlon J., and Cleckner W., "Development and Deployment of a Disciple Agent for Center of Gravity Analysis", in Proceedings of the Fourteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2002), July 28 - August 1, Edmonton, Alberta, Canada, 2002. [Abstract]
       
  •  2001
    • Boicu M., Tecuci G., Stanescu B., Marcu D., and Cascaval C., "Automatic Knowledge Acquisition from Subject Matter Experts", in Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2001), November 7-9, Dallas, Texas, 2001. [Abstract]

    • Marcu D., Boicu M., and Tecuci G., "User-Agent Interactions in Mixed-Initiative Learning", in Proceedings of the 14th International FLAIRS Conference (FLAIRS-2001), Special Track on Machine Learning, May 21-23, Key West, Florida, 2001. [Abstract]
       
  •  2000
    • Boicu M., Marcu D., Bowman M., and Tecuci G., "A Mixed-Initiative Approach to Teaching Agents to Do Things," in Proceedings of the Symposium on Learning How to Do Things, the 2000 AAAI Fall Symposium Series, November 3-5, North Falmouth, Massachusetts, 2000.

    • Tecuci G., Boicu M., and Marcu D., "Learning Agents Teachable by Typical Computer Users", in Proceedings of the AAAI-2000 Workshop on New Research Problems for Machine Learning, July 30, Austin, Texas, 2000.

    • Boicu M., Tecuci G., Marcu D., Bowman M., Shyr P., Ciucu F., and Levcovici C., "Disciple-COA: From Agent Programming to Agent Teaching", in Proceedings of the Seventeenth International Conference on Machine Learning (ICML-2000), June 29 - July 2, Stanford, California, (Morgan Kaufman) 2000.

    • Tecuci G., Boicu M., Marcu D., Bowman M., Ciucu F., and Levcovici C., "Rapid Development of a High Performance Knowledge Base for Course of Action Critiquing", in Proceedings of the Seventeenth National Conference on Artificial Intelligence and the Twelfth Conference on Innovative Application of Artificial Intelligence (AAAI / IAAI 2000), July 30 - August 3, Austin, Texas, (AAAI Press) 2000.
       
  •  1999
    • Tecuci G., Boicu M., Wright K., Lee S.W., Marcu D., and Bowman M., "An Integrated Shell and Methodology for Rapid Development of Knowledge-Based Agents", in Proceedings of the Sixteenth National Conference on Artificial Intelligence (AAAI-99), July 18-22, Orlando, Florida, (AAAI Press) 1999.

    • Boicu M., Wright K., Marcu D., Lee S.W., Bowman M. and Tecuci G., "The Disciple Integrated Shell and Methodology for Rapid Development of Knowledge-Based Agents", in Proceedings of the Sixteenth National Conference on Artificial Intelligence (AAAI-99), Intelligent Systems Demonstrations, July 18-22, Orlando, Florida, (AAAI Press) 1999.

    • Boicu M., Tecuci G., Bowman M., Marcu D., Lee S.W. and Wright K., "A Problem-Oriented Approach to Ontology Development", in Proceedings of the AAAI-1999 Workshop on Ontology Management, July 18-19, Orlando, Florida, (AAAI Press) 1999.
       
  •  1995
    • Tecuci G., Calinoiu S. and Marcu D., "Using Multistrategy Learning as a Framework for Building Knowledge-Based Systems", in Proceedings of the Intelligent Computer Communication (ICC'95), pp. 224-227, Cluj-Napoca, Romania, June 28-30, 1995.

Research Reports

  •  2007
    • Tecuci G., Boicu M., Ayers C., Marcu D., Le V., Boicu C., Barbulescu M., "Disciple-LTA: Analyst's Cognitive Assistant", Research Report 1, Learning Agents Center, March 10, 2007.

Reviewer for Journal/Conference/Workshop Papers

  •  2004
    • The 17th International FLAIRS Conference (FLAIRS-2004), Miami Beach, Florida, May 17-19, 2004
  •  2003
    • The 2003 IEEE International Conference on Systems, Man and Cybernetics, Washington, D.C., U.S.A., October 5–8, 2003


    • The Seventh International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES'2003), University of Oxford, United Kingdom, September 3-5, 2003


    • Workshop on Mixed-Initiative Intelligent Systems, the Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-2003), Acapulco, Mexico, August 9, 2003
  •  2002
    • The Nineteenth International Conference on Machine Learning (ICML-2002), University of New South Wales, Sydney, Australia, July 8-12, 2002
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Last updated: 04/24/08