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  • Conference contribution

    2.5d facial attractiveness computation based on data-driven geometric ratios

    Liu, S., Fan, Y., Guo, Z. & Samal, A., 2015, Intelligence Science and Big Data Engineering: Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers. He, X., Zhou, Z-H., Gao, X., Liu, Z-Y., Zhang, Y., Fu, B., Hu, F. & Zhang, Z. (eds.). Springer Verlag, p. 564-573 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9242).

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

    7 Scopus citations
  • 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
  • A content based pattern analysis system for a biological specimen collection

    Mallik, J., Samal, A. & Gardner, S. L., 2007, ICDM Workshops 2007 - Proceedings of the 17th IEEE International Conference on Data Mining Workshops. p. 107-112 6 p. 4476654. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    5 Scopus citations
  • Across-speaker articulatory normalization for speaker-independent silent speech recognition

    Wang, J., Samal, A. & Green, J. R., 2014, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. International Speech and Communication Association, p. 1179-1183 5 p.

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

    10 Scopus citations
  • 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, 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
  • 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 dissimilarity function for clustering geospatial polygons

    Joshi, D., Samal, A. & Soh, L. K., 2009, 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2009. p. 384-387 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

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

    18 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
  • Agent sensing with stateful resources

    Eck, A. & Soh, L. K., 2011, 10th International Conference on Autonomous Agents and Multiagent Systems 2011, AAMAS 2011. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1211-1212 2 p.

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

  • Aida: Intelligent image analysis to automatically detect poems in digital archives of historic newspapers

    Soh, L. K., Lorang, E. & Liu, Y., 2018, Proceedings of the 30th Innovative Applications of Artificial Intelligence Conference, IAAI 2018. Youngblood, G. M. & Myers, K. (eds.). The AAAI Press, p. 7837-7842 6 p. (Proceedings of the 30th Innovative Applications of Artificial Intelligence Conference, IAAI 2018).

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

    1 Scopus citations
  • AIDA: Intelligent image analysis to automatically detect poems in digital archives of historic newspapers

    Soh, L. K., Lorang, E. & Liu, Y., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 7837-7842 6 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

    2 Scopus citations
  • 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
  • A multi-level analysis of the relationship between instruc-tional practices and retention in computer science

    Peteranetz, M. S. & Soh, L. K., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. p. 37-43 7 p. (SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education).

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

    Open Access
    4 Scopus citations
  • Analysis of multifactorial social unrest events with spatio-temporal k-dimensional tree-based DBSCAN

    Basnet, S., Soh, L. K., Samal, A. & Joshi, D., Nov 6 2018, Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, LENS 2018. Magdy, A., Zhao, L., Zhou, X. & Huang, Y. (eds.). Association for Computing Machinery, Inc, 2. (Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, LENS 2018).

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

    2 Scopus citations
  • 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 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
  • 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 prototype for adaptive association of street names with streets on maps

    Nagy, G., Samal, A., Seth, S., Fisher, T., Guthmann, E., Kalafala, K., Li, L., Sarkar, P., Sivasubramaniam, S. & Xu, Y., 1998, Graphics Recognition: Algorithms and Systems - 2nd International Workshop, GREC 1997, Selected Papers. Tombre, K. & Chhabra, A. K. (eds.). Springer Verlag, p. 302-313 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1389).

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

    5 Scopus citations
  • Artificial Neural Network architectures for human face detection

    Propp, M. & Samal, A., 1992, Intelligent Engineering Systems Through Artificial Neural Networks. Dagli, C. H., Burke, L. I. & Shin, Y. C. (eds.). Fairfield, NJ, United States: ASME, Vol. 2. p. 535-540 6 p.

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

    19 Scopus citations
  • Assessing individual contributions to groupwork by a summary of tracked computer-supported collaborative activities

    Khandaker, N. & Soh, L. K., 2010, 40th Annual Frontiers in Education Conference: Celebrating Forty Years of Innovation, FIE 2010 - Conference Program. p. S1E1-S1E6 5673505. (Proceedings - Frontiers in Education Conference, FIE).

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

    1 Scopus citations
  • Associations of students" creativity, motivation, and self-regulation with learning and achievement in college computer science courses

    Shell, D. F., Hazley, M. P., Soh, L. K., Ingraham, E. & Ramsay, S., 2013, 2013 Frontiers in Education Conference: Energizing the Future, FIE 2013 - Proceedings. p. 1637-1643 7 p. 6685116. (Proceedings - Frontiers in Education Conference, FIE).

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

    25 Scopus citations
  • A system for recognizing a large class of engineering drawings

    Yu, Y., Samal, A. & Seth, S. C., 1995, Proceedings of the 3rd International Conference on Document Analysis and Recognition, ICDAR 1995. IEEE Computer Society, p. 791-794 4 p. 602020. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 2).

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

    8 Scopus citations
  • At the Nexus of Data and Collections: New Affordances in the Age of Mass-Scale Digital Libraries

    Stephen Downie, J., Lorang, E., Soh, L. K., Bainbridge, D., McIntyre, S. & Page, K., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 313-314 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

  • 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
  • Automated Stem Angle Determination for Temporal Plant Phenotyping Analysis

    Choudhury, S. D., Goswami, S., Bashyam, S., Awada, T. & Samal, A., Jul 1 2017, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., p. 2022-2029 8 p. (Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).

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

    15 Scopus citations
  • A Wiki with multiagent tracking, modeling, and coalition formation

    Khandaker, N. & Soh, L. K., 2010, AAAI-10 / IAAI-10 - Proceedings of the 24th AAAI Conference on Artificial Intelligence and the 22nd Innovative Applications of Artificial Intelligence Conference. AI Access Foundation, p. 1799-1806 8 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 3).

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

    2 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
  • Building computational creativity in an online course for non-majors

    Peteranetz, M. S., Soh, L. K. & Ingraham, E., Feb 22 2019, SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 442-448 7 p. (SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education).

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

    Open Access
    9 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

  • Changes in student goal orientation across the semester in undergraduate computer science courses

    Hazley, M. P., Shell, D. F., Soh, L. K., Miller, L. D., Chiriacescu, V. & Ingraham, E., Feb 17 2015, Proceedings - Frontiers in Education Conference, FIE. February ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-February. 7044366

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

    4 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
  • Collaborative human task assignment for open systems

    Chen, B., Eck, A. & Soh, L. K., 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1441-1442 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

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

  • 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
  • Commercializing a multiagent-supported collaborative system

    Soh, L. K. & Jiang, H., 2006, Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems. p. 1522-1529 8 p. (Proceedings of the International Conference on Autonomous Agents; vol. 2006).

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

    1 Scopus citations
  • Comparison of scalable key distribution schemes for secure group communication

    Dondeti, L. R., Mukherjee, S. & Samal, A., 1999, Conference Record / IEEE Global Telecommunications Conference. Piscataway, NJ, United States: IEEE, Vol. 3. p. 1774-1778 5 p.

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

    3 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
  • Computing information gain for spatial data support

    Hong, T., Samal, A. & Soh, L. K., 2008, Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM GIS 2008. p. 431-434 4 p. 1463502. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

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

  • Considering agent and task openness in ad hoc team formation

    Chen, B., Chen, X., Timsina, A. & Soh, L. K., 2015, AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Bordini, R. H., Yolum, P., Elkind, E. & Weiss, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1861-1862 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

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

    8 Scopus citations
  • Cooperative text and line-art extraction from a topographic map

    Li, L., Nagy, G., Samal, A., Seth, S. & Xu, Y., 1999, Proceedings of the 5th International Conference on Document Analysis and Recognition, ICDAR 1999. IEEE Computer Society, p. 471-474 4 p. 791826. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

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

    16 Scopus citations
  • 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
  • Deep Convolutional Neural Network Based Image Processing Framework for Monitoring the Growth of Soybean Crops

    Chamara, A. H. M. N., Alkady, K., Jin, H., Bai, F., Samal, A. & Ge, Y., 2021, American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2021. American Society of Agricultural and Biological Engineers, p. 754-770 17 p. (American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2021; vol. 2).

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

    2 Scopus citations
  • Density-based clustering of polygons

    Joshi, D., Samal, A. K. & Soh, L. K., 2009, 2009 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009 - Proceedings. p. 171-178 8 p. 4938646. (2009 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009 - Proceedings).

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

    20 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