Search results

  • 2002

    ARKTOS: A knowledge engineering software tool for images

    Soh, L. K. & Tsatsoulis, C., Dec 2002, In: International Journal of Human Computer Studies. 57, 6, p. 469-496 28 p.

    Research output: Contribution to journalArticlepeer-review

    11 Scopus citations
  • Image processing techniques for describing sea ice features

    Soh, L. K., 2002, International Geoscience and Remote Sensing Symposium (IGARSS). Vol. 1. p. 309-311 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Satisficing coalition formation among agents

    Soh, L. K. & Tsatsoulis, C., 2002, Proceedings of the International Conference on Autonomous Agents. 3 ed. Association for Computing Machinery, p. 1062-1063 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Scopus citations
  • 2003

    A Learning-Based Coalition Formation Model for Multiagent Systems

    Soh, L. K. & Li, X., 2003, Proceedings of the Interantional Conference on Autonomous Agents. Rosenschein, J. S., Sandholm, T., Wooldridge, M. & Yakoo, M. (eds.). Vol. 2. p. 1120-1121 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • An integrated multilevel learning approach to multiagent coalition formation

    Soh, L. K. & Li, X., 2003, IJCAI International Joint Conference on Artificial Intelligence. p. 619-624 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    27 Scopus citations
  • Combining Individual and Cooperative Learning for Multiagent Negotiations

    Soh, L. K. & Luo, J., 2003, Proceedings of the Interantional Conference on Autonomous Agents. Rosenschein, J. S., Sandholm, T., Wooldridge, M. & Yakoo, M. (eds.). Vol. 2. p. 1122-1123 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • I-MINDS: An application of multiagent system intelligence to on-line education

    Liu, X., Zhang, X., Soh, L. K., Al-Jaroodi, J. & Jiang, H., 2003, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 5. p. 4864-4871 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    17 Scopus citations
  • Multiresolution, dynamic, and adaptive image quantization methodology: Automation and analysis

    Soh, L. K., Apr 2003, In: Journal of Electronic Imaging. 12, 2, p. 229-243 15 p.

    Research output: Contribution to journalArticlepeer-review

    1 Scopus citations
  • The use of hybrid negotiation in resource coordination among agents

    Li, X. & Soh, L. K., 2003, Proceedings - IEEE/WIC International Conference on Intelligent Agent Technology, IAT'03. p. 133-139 7 p. 1241059. (Proceedings - IEEE/WIC International Conference on Intelligent Agent Technology, IAT'03).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Utility-based multiagent coalition formation with incomplete information and time constraints

    Soh, L. K. & Tsatsoulis, C., 2003, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2. p. 1481-1486 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • 2004

    Adaptive, confidence-based multiagent negotiation strategy

    Soh, L. K. & Li, X., 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004. Jennings, N. R., Sierra, C., Sonenberg, L. & Tambe, M. (eds.). p. 1048-1055 8 p. (Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    28 Scopus citations
  • Adaptive learning to optimize resource management in a multi-agent framework

    Chen, C. & Soh, L. K., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI'04. Arabnia, H. R. (ed.). p. 386-389 4 p. (Proceedings of the International Conference on Artificial Intelligence, IC-AI'04; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • A distributed shared object model based on a hierarchical consistency protocol for heterogeneous clusters

    Liu, X., Jiang, H. & Soh, L. K., 2004, 2004 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2004. p. 515-522 8 p. (2004 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Agent-based cooperative learning: A proof-of-concept experiment

    Soh, L. K., Jiang, H. & Ansorge, C., Mar 2004, SIGCSE Bulletin (Association for Computing Machinery, Special Interest Group on Computer Science Education). 1 ed. Vol. 36. p. 368-372 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • Agent-based cooperative learning: A proof-of-concept experiment

    Soh, L. K., Jiang, H. & Ansorge, C., 2004, Proceedings of the Thirty-Fifth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2004. p. 368-372 5 p. (Proceedings of the SIGCSE Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Scopus citations
  • ARKTOS: An intelligent system for SAR sea ice image classification

    Soh, L. K., Tsatsoulis, C., Gineris, D. & Bertoia, C., Jan 2004, In: IEEE Transactions on Geoscience and Remote Sensing. 42, 1, p. 229-248 20 p.

    Research output: Contribution to journalArticlepeer-review

    80 Scopus citations
  • Authoritative citation KNN learning in multiple-instance problems

    Bernadt, J. & Soh, L. K., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Institute of Electrical and Electronics Engineers Inc., p. 410-417 8 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Authoritative citation KNN learning with noisy training datasets

    Bernadt, J. & Soh, L. K., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI'04 and Proceedings of the International Conference on Machine Learning; Models, Technologies and Applications, MLMTA'04). Arabnia, H. R. & Youngsong, M. (eds.). p. 916-921 6 p. (Proceedings of the International Conference on Artificial Intelligence, IC-AI'04; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Case-based learning mechanisms to deliver learning materials

    Blank, T., Soh, L. K., Miller, L. D. & Person, S., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 423-428 6 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Cautious cooperative learning with distributed case-based reasoning

    Soh, L. K., 2004, Proceedings of the Seventeenth International FloridaArtificial Intelligence Research Society Conference, FLAIRS 2004. Barr, V. & Markov, Z. (eds.). p. 196-201 6 p. (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Creating an SVM to play strong poker

    Blank, T., Soh, L. K. & Scott, S., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 150-155 6 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Experience-based resource description and selection in multiagent information retrieval

    Soh, L. K., 2004, Proceedings of the Seventeenth International FloridaArtificial Intelligence Research Society Conference, FLAIRS 2004. Barr, V. & Markov, Z. (eds.). p. 8-13 6 p. (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • I-MINDS: An agent-oriented information system for applications in education

    Soh, L. K., Liu, X. L., Zhang, X. S., Al-Jarood, J., Jiang, H. & Vemuri, P., 2004, Agent-Oriented Information Systems - 5th International Bi-Conference Workshop, AOIS 2003, Revised Selected Papers. Giorgini, P., Henderson-Sellers, B. & Winikoff, M. (eds.). Springer Verlag, p. 16-31 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3030).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Investigating reinforcement learning in multiagent coalition formation

    Li, X. & Soh, L. K., 2004, AAAI Workshop - Technical Report. Vol. WS-04-06. p. 22-28 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    14 Scopus citations
  • Learning how to plan and instantiate a plan in multi-agent coalition formation

    Li, X. & Soh, L. K., 2004, Proceedings - IEEE/WIC/ACM International Conference on Intelligent Agent Systems. IAT 2004. Zhong, N., Bradshaw, J., Pal, S. K., Talia, D., Liu, J. & Cercone, N. (eds.). p. 479-482 4 p. (Proceedings - IEEE/WIC/ACM International Conference on Intelligent Agent Technology. IAT 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Matching an opponent's performance in a real-time, dynamic environment

    Glasser, J. A. & Soh, L. K., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 57-64 8 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multiagent coalition formation for distributed, adaptive resource allocation

    Soh, L. K. & Li, X., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI'04. Arabnia, H. R. (ed.). p. 372-378 7 p. (Proceedings of the International Conference on Artificial Intelligence, IC-AI'04; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • On cooperative learning teams for multiagent team formation

    Soh, L. K., 2004, AAAI Workshop - Technical Report. Vol. WS-04-06. p. 37-44 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Using game days to teach a multiagent system class

    Soh, L. K., Mar 2004, SIGCSE Bulletin (Association for Computing Machinery, Special Interest Group on Computer Science Education). 1 ed. Vol. 36. p. 219-223 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Using Game Days to teach a multiagent system class

    Soh, L. K., 2004, Proceedings of the Thirty-Fifth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2004. p. 219-223 5 p. (Proceedings of the SIGCSE Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • 2005

    A framework for CS1 closed laboratories

    Soh, L. K., Samal, A. & Nugent, G., Dec 1 2005, In: ACM Journal on Educational Resources in Computing. 5, 4, 1186641.

    Research output: Contribution to journalArticlepeer-review

    5 Scopus citations
  • Agent-supported interface for online tutoring

    Soh, L. K., 2005, Encyclopedia of Human Computer Interaction. IGI Global, p. 18-23 6 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Analyzing relationships between closed labs and course activities in CS1

    Soh, L. K., Samal, A., Person, S., Nugent, G. & Lang, J., 2005, ITiCSE 2005: Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education. p. 183-187 5 p. (Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Analyzing student motivation and self-efficacy in using an intelligent tutoring system

    Soh, L. K. & Miller, L. D., 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 892-895 4 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • An intelligent agent that learns how to tutor students: Design and results

    Soh, L. K. & Blank, T., 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 418-425 8 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • An intelligent survey framework using the life events calendar

    Kite, J. & Soh, L. K., 2005, 2005 IEEE International Conference on Electro Information Technology. 1627033. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A real-time negotiation model and a multi-agent sensor network implementation

    Soh, L. K. & Tsatsoulis, C., Nov 2005, In: Autonomous Agents and Multi-Agent Systems. 11, 3, p. 215-271 57 p.

    Research output: Contribution to journalArticlepeer-review

    31 Scopus citations
  • Balancing ontological and operational factors in refining multiagent neighborhoods

    Soh, L. K. & Chen, C., 2005, Proceedings of the International Conference on Autonomous Agents. Dignum, F., Dignum, V., Koenig, S., Kraus, S., Pechoucek, M., Singh, M., Steiner, D., Thompson, S. & Wooldridge, M. (eds.). p. 875-881 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Closed laboratories with embedded instructional research design for CS1

    Soh, L. K., Samal, A., Person, S., Nugent, G. & Lang, J., 2005, Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005. Association for Computing Machinery (ACM), p. 297-301 5 p. (Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Computer-supported structured cooperative learning

    Soh, L. K., Khandaker, N., Liu, X. & Jiang, H., 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 426-433 8 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Design, development, and validation of a learning object for CS1

    Nugent, G., Soh, L. K., Samal, A., Person, S. & Lang, J., 2005, ITiCSE 2005: Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education. p. 370 1 p. (Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • Exploiting the advantages of object-based DSM in a heterogeneous cluster environment

    Liu, X., Jiang, H. & Soh, L. K., 2005, 2005 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2005. p. 800-807 8 p. 1558644. (2005 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2005; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Hybrid negotiation for resource coordination in multiagent systems

    Li, X. & Soh, L. K., 2005, In: Web Intelligence and Agent Systems. 3, 4, p. 231-259 29 p.

    Research output: Contribution to journalArticlepeer-review

    15 Scopus citations
  • ILMDA: An intelligent learning materials delivery agent and simulation

    Soh, L. K., Blank, T., Miller, L. D. & Person, S., 2005, 2005 IEEE International Conference on Electro Information Technology. 1627023. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Intelligent collaborating agents to support teaching and learning

    Zhang, X., Soh, L. K., Liu, X. & Jiang, H., 2005, 2005 IEEE International Conference on Electro Information Technology. 1627054. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Intelligent multi - Agent cooperative learning system

    Soh, L. K. & Jiang, H., 2005, Encyclopedia of Human Computer Interaction. IGI Global, p. 348-354 7 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    1 Scopus citations
  • K-means clustering with multiresolution peak detection

    Yu, G., Soh, L. K. & Bond, A., 2005, 2005 IEEE International Conference on Electro Information Technology. 1626978. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • The workshop program at the Nineteenth National Conference on Artificial Intelligence

    Muslea, I., Dignum, V., Corkill, D., Jonker, C., Dignum, F., Coradeschi, S., Saffiotti, A., Fu, D., Orkin, J., Cheetham, W., Goebel, K., Bonissone, P., Soh, L. K., Jones, R. M., Wray, R. E., Scheutz, M., de Farias, D. P., Mannor, S., Theocharou, G., Precup, D., & 7 othersMobasher, B., Anand, S. S., Berendt, B., Hotho, A., Guesgen, H., Rosenstein, M. T. & Ghavamzadeh, M., Mar 2005, In: AI Magazine. 26, 1, p. 103-108 6 p.

    Research output: Contribution to journalArticlepeer-review

  • 2006

    A computer-supported cooperative learning system with multiagent intelligence

    Soh, L. K., Khandaker, N., Liu, X. & Jiang, H., 2006, Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems. p. 1556-1563 8 p. (Proceedings of the International Conference on Autonomous Agents; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    23 Scopus citations
  • Adaptive, confidence-based strategic negotiations in complex multiagent environments

    Li, X. & Soh, L. K., 2006, FLAIRS 2006 - Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference. Vol. 2006. p. 80-85 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations