2018

    • Shegheva, S., & Goel, A. (2018). The Structural Affinity Method for Solving the Raven's Progressive Matrices Test for Intelligence. In AAAI. View More...

    2017

    • Eicher, Bobbie, Lalith Polepeddi, and Ashok Goel. "Jill Watson Doesn’t Care if You’re Pregnant: Grounding AI Ethics in Empirical Studies." (2017). View More...
    • Parashar, P., Sheneman, B., & Goel, A. K. (2017, May). Adaptive Agents in Minecraft: A Hybrid Paradigm for Combining Domain Knowledge with Reinforcement Learning. In International Conference on Autonomous Agents and Multiagent Systems (pp. 86-100). Springer, Cham. View More...
    • Ackerman, M., Goel, A., Johnson, C. G., Jordanous, A., León, C., y Pérez, R. P., ... & Ventura, D. (2017, May). Teaching Computational Creativity. In Proc. 8th Int. Conf. Computational Creativity. View More...
    • Goel, A. (2017 May). Computational Processes of Creativity. In Procs. Fifth Annual Conference on Advances in Cognitive Systems, RPI, Troy, New York. View More...
    • Goel, A. K., & Diaz-Agudo, B. (2017). What's Hot in Case-Based Reasoning. In AAAI (pp. 5067-5069).
      View More...
    • Eicher, B., Cunningham, K., Gonzales, M., Peterson, S., "Toward Mutual Theory of Mind as a Foundation for Co-Creation", Presented at the Eighth International Conference on Computational Creativity (ICCC). Atlanta, Georgia. June 2017.
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    • Fitzgerald, T., Thomaz, A., Goel, A., "Human-Robot Co-Creativity: Task Transfer on a Spectrum of Similarity", To be presented at the Eighth International Conference on Computational Creativity (ICCC). Atlanta, Georgia. June 2017. View More...

    2016

    • Rugaber, S., Bhati,S., Goswami V., Spiliopoulou E., Azad S., Koushik S., Kulkarni R., Kumble M., Sarathy S. Goel, A (2016). Knowledge Extraction and Annotation for Cross-Domain Textual Case Based Reasoning in Biologically Inspired Design. International Conference On Case-Based Reasoning, 2016
    • Goel, A., Awasthy, P., Creeden, B., Kumble, M., Salunke, S., Sarathy, S., ... & Wiltgen, B. (2016). Using Watson for Supporting Design Creativity. In DS86: Proceedings of The Fourth International Conference on Design Creativity, Georgia Institute of Technology, Atlanta, GA, USA. View More...
    • Goel, A., Hancock, W., Frazer, K., & Tuchez, C. (2016). Does the Solution Based Design Process Result in More Multifunctional Designs?. In DS86: Proceedings of The Fourth International Conference on Design Creativity, Georgia Institute of Technology, Atlanta, GA, USA. View More...
    • Maithilee Kunda, Isabelle Soulières, Agata Rozga, Ashok K. Goel, Error patterns on the Raven's Standard Progressive Matrices Test, Intelligence, Volume 59, 2016, Pages 181-198, ISSN 0160-2896, http://dx.doi.org/10.1016/j.intell.2016.09.004. View More...
    • McGreggor, K., & Goel, A. (2016, August). Bistable Perception and Fractal Reasoning. In International Conference on Theory and Application of Diagrams (pp. 226-231). Springer, Cham. View More...
    • Goel, A., Anderson, T., Belknap, J., Creeden, B., Hancock, W., Kumble, M., ... & Wiltgen, B. (2016). Using Watson for constructing cognitive assistants. Adv. Cognit. Syst, 4, 1-16. View More...
    • Goel, A. K., Tuchez, C., Hancock, W., & Frazer, K. (2017). Is Biologically Inspired Design Domain Independent?. In Design Computing and Cognition'16 (pp. 157-171). Springer, Cham. View More...
    • Fitzgerald, T., Bullard, K., Thomaz, A., Goel, A., "Situated Mapping for Transfer Learning", Presented at the Fourth Annual Conference on Advances in Cognitive Systems. Evanston, Illinois. June 2016. View More...
    • Joyner, D. A., Goel, A. K., & Isbell, C. (2016, April). The Unexpected Pedagogical Benefits of Making Higher Education Accessible. In Proceedings of the Third (2016) ACM Conference on Learning@ Scale (pp. 117-120). ACM. View More...
    • Joyner, D. A., Ashby, W., Irish, L., Lam, Y., Langston, J., Lupiani, I., ... & Bruckman, A. (2016, April). Graders as Meta-Reviewers: Simultaneously Scaling and Improving Expert Evaluation for Large Online Classrooms. In Proceedings of the Third (2016) ACM Conference on Learning@ Scale (pp. 399-408). ACM. View More...
    • Ou, C., Goel, A. K., Joyner, D. A., & Haynes, D. F. (2016, April). Designing Videos with Pedagogical Strategies: Online Students' Perceptions of Their Effectiveness. In Proceedings of the Third (2016) ACM Conference on Learning@ Scale (pp. 141-144). ACM. View More...
    • Goel, A. K., & Joyner, D. A. (2016, February). Design of an Online Course on Knowledge-Based AI. In AAAI (pp. 4089-4094). View More...
    • Wollowski, M., Selkowitz, R., Brown, L. E., Goel, A. K., Luger, G., Marshall, J., ... & Norvig, P. (2016, February). A Survey of Current Practice and Teaching of AI. In AAAI (pp. 4119-4125). View More...
    • Fitzgerald, T., Thomaz, A. L., Goel, A. K. (2016). "Abstraction for Analogical Reasoning in Robotic Agents.” Presented at the ICCBR Workshop on Computational Analogy. Atlanta, Georgia. Oct 2016. View More...

    2015

    • Goel, A.K., Creeden, B., Kumble, M., Salunke, S., Shetty, A., & Wiltgen, B. (2015, September). Using watson for enhancing human-computer co-creativity. In 2015 AAAI Fall Symposium Series. View More...
    • Rugaber, S., Goel, A. K., & Martie, L. (2015, May). Meta-Reasoning Over Goals: A Summary of the GAIA Project. In Goal Reasoning: Papers from the ACS Workshop (p. 156). View More...
    • Goel, A. K. (2015, April). Biologically Inspired Design: A New Paradigm for AI Research on Computational Sustainability?. In AAAI Workshop: Computational Sustainability. View More...
    • Fitzgerald, T. (2015). "Toward a Case-Based Framework for Imitation Learning in Robotic Agents." Presented at the ICCBR Doctoral Consortium. Frankfurt, Germany. Sept. 2015. View More...
    • Fitzgerald, T., Goel, A. K. (2015). "A Case-Based Framework for Task Demonstration Storage and Adaptation." Presented at the ICCBR Workshop on Case-Based Agents. Frankfurt, Germany. Sept. 2015. View More...
    • Fitzgerald, T., Goel, A. K., Thomaz, A. L. (2015). "A Similarity-Based Approach to Skill Transfer." (Extended Abstract). Presented at the Women in Robotics Workshop at the Robotics: Science and Systems Conference. Rome, Italy. July 2015. View More...
    • Fitzgerald, T., (2015). "Case-Based Skill Transfer in Robotic Agents." (Extended Abstract). Presented at the Students of Cognitive Systems Workshop at the Third Annual Conference on Advances in Cognitive Systems. Atlanta, Georgia. May 2015. View More...
    • Fitzgerald, T., Thomaz, A. L. (2015). “Skill Demonstration Transfer for Learning from Demonstration.” (Extended Abstract). Presented at the Pioneers Workshop at the Human-Robot Interaction Conference. Portland, Oregon. Mar 2015. View More...
    • Goel, A. K. (2015). Geometry, Drawings, Visual Thinking and Imagery: Towards a Visual Turing Test of Machine Intelligence. Goel, Ashok K. "Geometry, Drawings, Visual Thinking and Imagery: Towards a Visual Turing Test of Machine Intelligence." AAAI Workshop on Beyond the Turing Test. Austin, Texas, USA.
    • Fitzgerald, T., McGreggor, K., Akgun, B., Thomaz, A., & Goel, A. K. (2015). Visual Case Retrieval for Interpreting Skill Demonstrations. In Proc. of the Twenty-Third International Conference on Case-Based Reasoning. Frankfurt, Germany. September, 2015.
    • Spiliopoulou, E., Rugaber, S., Goel, A. K., Chen, L., Wiltgen, B., & Jagannathan, A. (2015). Intelligent Search for Biologically Inspired Design. Spiliopoulou, Evangelia, Rugaber, Spencer, Goel, Ashok, Chen, Lianghao, Wiltgen, Bryan, and Jagannathan, Arvind Krishnaa (2015). Intelligent Search for Biologically Inspired Design. In Procs. 20th International Conference on Intelligent User Interfaces Companion (IUI Companion '15). pp. 77-80.

    2014

    2013

    2012

    2011

    2010

    2009

    • Goel, A. K., Adams, S., Cutshaw, N., & Sugandh, N. (2009). Playing Detective: Using AI for Sensemaking in Investigative Analysis. Georgia Institute of Technology. View More...
    • Goel, A. K., Rugaber, S., & Vattam, S. (2009). Structure, behavior, and function of complex systems: The structure, behavior, and function modeling language. Ai Edam, 23(1), 23-35. View More...
    • Kunda, M., & Goel, A. (2009). Evidence for Thinking in Pictures as a cognitive account of autism. In Poster presentation, International Meeting for Autism Research (IMFAR), Chicago, IL. View More...
    • Helms, M., Vattam, S. S., & Goel, A. K. (2009). Biologically inspired design: process and products. Design studies, 30(5), 606-622. View More...
    • Davies, J., Goel, A. K., & Nersessian, N. J. (2009). A computational model of visual analogies in design. Cognitive Systems Research, 10(3), 204-215.
      View More...
    • Jones, J., Parnin, C., Sinharoy, A., Rugaber, S., & Goel, A. K. (2009, October). Adapting Game-Playing Agents to Game Requirements. In AIIDE. View More...
    • Kunda, M., McGreggor, K., & Goel, A. K. (2009, October). Addressing the Raven's Progressive Matrices Test of" General" Intelligence. In AAAI Fall Symposium: Multi-Representational Architectures for Human-Level Intelligence. View More...
    • Vattam, S. S., Helms, M. E., & Goel, A. K. (2009, October). Nature of creative analogies in biologically inspired innovative design. In Proceedings of the seventh ACM conference on Creativity and cognition (pp. 255-264). ACM. View More...
    • Jones, J., Parnin, C., Sinharoy, A., Rugaber, S., & Goel, A. K. (2009, September). Teleological software adaptation. In Self-Adaptive and Self-Organizing Systems, 2009. SASO'09. Third IEEE International Conference on (pp. 198-205). IEEE.
      View More...
    • Jones, J., & Goel, A. K. (2010, September). Metareasoning-based learning for classification hierarchies. In Self-Adaptive and Self-Organizing Systems Workshop (SASOW), 2010 Fourth IEEE International Conference on (pp. 293-299). IEEE. View More...
    • Goel, A. K., Morse, E., Raja, A., Scholtz, J., & Stasko, J. (2009, July). Introspective self-explanations for report generation in intelligence analysis. In IJCAI-09 Workshop on Explanation-Aware Computing. View More...
    • Vattam, S., Goel, A., Rugaber, S., Hmelo-Silver, C. & Jordan, R. (2009, July). From Conceptual Representations to Simulations: Why and How. In Proc. Fourteenth International Conference on AI in Education, Brighton, UK. 593-595. View More...
    • Goel, A. K., Vattam, S. S., & Helms, M. E. (2009, July). Biologically Inspired Design: Human Reasoning Using Nature’s Experiences. In IJCAI Workshop on Grand Challenges in Reasoning From Experience. View More...
    • Goel, A. K., Cheng, P. C., Clement, J. J., Dogan, F., Hegarty, M., & Nersessian, N. J. (2009). Visual Reasoning in Modeling and Design. In Proc, Thirty First Annual Meeting of the Cognitive Science Society, Amsterdam.
      View More...
    • Jones, J. & Goel, A. (May 2009). Metareasoning-Based Adaptation of Agent Classification Knowledge. In Proc. Eight International Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary. 1145-1146. View More...
    • Jordan, R., Hmelo-Silver, C., Gray, S., Goel, A., & Rugaber, S. (2009, April). Modeling practices as a function of task structure. In Annual Meeting of the American Educational Research Association. View More...
    • Kunda, M., McGreggor, K., & Goel, A. K. (2009). Addressing the Raven's Progressive Matrices test of general intelligence. AAAI Fall Symposium on Multi Representational Architectures for Human Level Intelligence, Washington, D.C.
    • Goel, A. K., Rugaber, S., & Vattam, S. (2009). Structure, behavior, and function of complex systems: The structure, behavior, and function modeling language. International Journal of AI in Engineering Design, Analysis and Manufacturing, Special Issue on Developing and Using Engineering Ontologies, 23: 23-35, 2009.

    2008

    • Davies, J., Goel, A. K., & Yaner, P. W. (2008). Proteus: Visuospatial analogy in problem-solving. Knowledge-Based Systems, 21(7), 636-654. View More...
    • Davies, J. & Goel, A. (2008). Visual Re-Representation in Creative Analogies. Open AI Journal, 2:11-20. View More...
    • Ulam, P., Jones, J., & Goel, A. (2008, October). Using Model-Based Reflection to Guide Reinforcement Learning. In Proc. Fourth AAAI Conference on AI in Interactive Entertainment (AIIDE-08,). View More...
    • Helms, M. E., Vattam, S. S., Goel, A. K., Yen, J., & Weissburg, M. (2008). Problem-driven and solution-based design: twin processes of biologically inspired design. View More...
    • Kunda, M., & Goel, A. (2008, September). What can pictorial representations reveal about the cognitive characteristics of autism?. In International Conference on Theory and Application of Diagrams (pp. 103-117). Springer, Berlin, Heidelberg. View More...
    • Kunda, M., & Goel, A. K. (2008, August). How thinking in pictures can explain many characteristic behaviors of autism. In Development and Learning, 2008. ICDL 2008. 7th IEEE International Conference on (pp. 304-309). IEEE. View More...
    • Jones, J., & Goel, A. K. (2008). Retrospective selfadaptation of an agents domain knowledge: Perceptuallygrounded semantics for structural credit assignment. In In Proceedings of the AAAI-08 Workshop on Metareasoning. View More...
    • Hmelo-Silver, C. E., Jordan, R., Liu, L., Gray, S., Demeter, M., Rugaber, S., ... & Goel, A. (2008). Focusing on Function: Thinking below the Surface of Complex Natural Systems. Science Scope, 31(9), 27-35. View More...
    • Vattam, S., Helms, M. E., Goel, A., Yen, J., & Weissburg, M. J. (2008, June). Learning about and through biologically inspired design. Georgia Institute of Technology. View More...
    • Vattam, S. S., Helms, M. E., & Goel, A. K. (2008). Compound analogical design: interaction between problem decomposition and analogical transfer in biologically inspired design. In Design Computing and Cognition'08 (pp. 377-396). Springer, Dordrecht. View More...
    • Murdock, J. W., & Goel, A. K. (2008). Meta-case-based reasoning: self-improvement through self-understanding. Journal of Experimental & Theoretical Artificial Intelligence, 20(1), 1-36.
      View More...
    • Helms, M. E., & Goel, A. K. (2008). From Diagrams to Design: Overcoming Knowledge Acquisition Barriers for Case Based Design. In Design Computing and Cognition'08 (pp. 341-360). Springer, Dordrecht. View More...
    • Gero, J. & Goel, A. (editors). (2008, June). Proceedings of the Third International Conference on Design Computing and Cognition, Atlanta. Berling: Springer. View More...
    • Goel, A., Jones, J., Parnin, C., Rugaber, S., & Sinharoy, A. (2008, May). Teleological reasoning in software adaptation: A case study in game-playing agents. In Proc. of the Third International Conference on Design Science Research in Information Systems and Technology (DESRIST-08) (pp. 365-379). View More...
    • Yaner, P. W., & Goel, A. K. (2008). Analogical recognition of shape and structure in design drawings. AI EDAM, 22(2), 117-128. View More...
    • Goel, A. K., Davis, R., & Gero, J. S. (2008). Multimodal design: An overview. AI EDAM, 22(2), 83-84. View More...
    • Adams, S., Goel, A. K., & Sugandh, N. (2008, April). Using AI for Sensemaking in Investigative Analysis. In Proc. SIAM Datamining Workshop on Link Analysis, Counter Terrorism and Security, Atlanta. View More...
    • Kunda, M., & Goel, A. K. (2008, January). Thinking in pictures: A fresh look at cognition in autism. In Proceedings of the Annual Meeting of the Cognitive Science Society (Vol. 30, No. 30). View More...
    • Helms, M. E., Vattam, S., & Goel, A. (2008, January). Compound analogical design, or how to make a surfboard disappear. In Proceedings of the Annual Meeting of the Cognitive Science Society (Vol. 30, No. 30). View More...

    Older Publications

    2007

    Summer Adams & Ashok Goel. Making Sense of VAST Data. In Proc. IEEE Intelligence and Security Informatics, New Brunswick, New Jersey, May 23-24, 2007, pp. 270-273. [pdf]

    Summer Adams & Ashok Goel. A STAB at Making Sense of VAST Data. In Proc. AAAI-2007 Workshop on Plan, Activity, and Intent Recognition, Vancouver, Canada, July 23, 2007, pp. 1-8. [pdf]

    Jim Davies & Ashok Goel. Transfer of Problem-Solving Strategy Using the Cognitive Visual Language. Journal of Visual Languages and Computing; 18(2): 149-164. [PDF]

    Joshua Jones & Ashok Goel. Structural Credit Assignment in Hierarchical Classification. In Proc. International Conference on AI, Las Vegas, June 2007, pp. 378-384. [pdf]

    Joshua Jones, Ashok Goel & Spencer Rugaber. Teleological Reasoning in Adaptive Software Design. In Proc. DESRIST-2007, Los Angeles, May 2007. [pdf]

    Joshua Jones, Ashok Goel & Spencer Rugaber. Automating Software Evolution. In Proc. Science of Design Workshop, Eureka, California, March 2007. [PDF]

    Anita Raja & Ashok Goel. Introspective Self-Explanation in Analytical Agents. In Proc. AAMAS 2007 Workshop on Metareasoning in Agent-based Systems, pp 76-91, Hawaii, May 2007. [pdf]

    Swaroop Vattam, Michael Helms, and Ashok K. Goel. Biologically-Inspired Innovation in Engineering Design: A Cognitive Study. Technical Report, Graphics, Visualization and Usability Center, Georgia Institute of Technology GIT-GVU-07-07, April 2007. [pdf]

    Patrick Yaner. From Shape to Function: Acquisition of Teleological Models from Design Drawings by Compositional Analogy. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, December 2007

    Patrick Yaner & Ashok Goel. Visual Analogies at Multiple Levels of Abstraction. In Proc. 29th Annual Meeting of the Cognitive Science Society, Nashville, August 2007. [pdf]

    Patrick Yaner & Ashok Goel. Understanding Drawings by Compositional Analogy. In Proc. International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India. January 2007, pp. 1131-1137. [pdf]

    2006

     

    Andreas von Hessling & Ashok Goel. Enabling MDP Solution Transfer by Abstraction. In ICML-2006 Workshop on Structural Knowledge Transfer for Machine Learning, July 2006.[pdf]

     

    Patrick Yaner & Ashok Goel. Visual Analogy: Viewing Retrieval and Mapping as Constraint Satisfaction. Journal of Applied Intelligence, 25(1):91-105, 2006. [PDF]

    Patrick Yaner & Ashok Goel. From Form to Function: From SBF to DSSBF. In Proc. Second International Conference on Design Computing and Cognition, Eindhoven, Netherlands, July 2006. [pdf]

    Patrick Yaner & Ashok Goel. From Drawings to Models by Analogical Transfer. In Proc. Fourth International Conference on Theory and Application of Diagrams. Stanford University, Palo Alto, California, June 2006, pp. 55-69. [PDF]

    2005

    Jim Davies, Ashok Goel & Nancy Nersessian. Transfer in Visual Case-Based Problem-Solving. In Proc. 6th International Conference on Case-Based Reasoning, Chicago, August 2005, H. Munoz-Avila and F. Ricci (Eds.) Springer-Verlag. Berlin Heidelberg, pp. 163-176. [PDF]

    Jim Davies, Ashok Goel & Nancy Nersessian. Visual Analogy in Problem Solving: A Cognitive Model. In Proc. IJCAI-05 Workshop on Creativity, August 2005. [PDF]

    Jim Davies, Nancy Nersessian & Ashok Goel. Visual Models in Analogical Problem Solving. Foundations of Science, 10(1):133-152, 2005. [PDF]

    Ashok Goel & Susan Craw. Design, Innovation and Case-Based Reasoning. Knowledge Engineering Review, 20(3):271-276, 2005. (This is a review article.) [PDF]

    Andreas von Hessling & Ashok Goel. Abstracting Reusable Cases from Reinforcement Learning. In Proc. ICCBR-05 Workshop on Game Playing.[PDF]

    Joshua Jones & Ashok Goel. Knowledge Organization and Structural Credit Assignment. In Proc. IJCAI-05 Workshop on Reasoning, Representation and Learning in Computer Games, Edinburgh, UK, August 2005. [pdf]

    Patrick Ulam, Ashok Goel, Joshua Jones & William Murdock. Model-Based Guidance for Reinforcement Learning. In Proc. IJCAI-05 Workshop on Game Playing, August 2005. [PDF]

    2004

    Jim Davies. Constructive Adaptive Visual Analogy in Problem Solving. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, December 2004.

    Ashok Goel & Sambasiva Bhatta. Use of Design Patterns in Analogy-Based Design. Advanced Engineering Informatics, 18(2):85-94, April 2004. [PDF]

    Joshua Jones & Ashok Goel. Hierarchical Judgement Composition: Revisiting the Structural Credit Assignment Problem. In Proc. AAAI-2004 Workshop on Challenges in Game Playing, San Jose, CA, 2004. [pdf]

    Patrick Ulam, Ashok Goel & Joshua Jones. Reflection in Action: Model-Based Self-Adaptation in Game Playing Agents. In Proc. AAAI-2004 Workshop on Challenges in Game Playing. [pdf]

    Patrick W. Yaner & Ashok K. Goel. Visual Analogy: Reexamining Analogy as a Constraint Satisfaction Problem. In Proc. 26th Cognitive Science Conference, August, 2004. [PDF]

    2003

    Jim Davies, Ashok Goel & Nancy Nersessian. Visual Re-Representation in Creative Analogies. In Proc. IJCAI-2003 Workshop on AI in Creativity. [PDF]

    J. William Murdock & Ashok Goel. Localizing Planning using Functional Process Models. In Proc. International Conference on Automated Planning and Scheduling (ICAPS-03), June 2003, pp:73-81. [pdf]

    Jim Davies & Ashok Goel. Representation Issues in Visual Analogies. In Proc. 25th Cognitive Science Conference, August 2003. [ps][pdf]

    2002

    Sambasiva Bhatta & Ashok Goel. Design Patterns and Creative Design. In Engineering Design Synthesis, A. Chakrabarti (editor), Chapter 16, pp. 271-284, Springer, 2002.

    2001

    Jim Davies & Ashok Goel. Visual Analogy in Problem Solving. In Proc. 17th International Joint Conference on Artificial Intelligence (IJCAI-01), August 2001, pp 377-382. Morgan Kaufmann. [pdf]

    J. William Murdock. Self-Improvement through Self-Understanding. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, August 2001.

    J. William Murdock & Ashok Goel. Meta-Case-Based Reasoning: Use of Functional Models to Adapt Case-Based Agents. In Proc. 3rd International Conference on Case-Based Reasoning, Vancouver, Canada, June 2001. Available as Lecture Notes in Computer Science: Case-Based Reasoning Research and Development Volume 2080, pp. 407-421. [pdf]

    J. William Murdock & Ashok Goel. Learning about Constraints by Reflection. In Proc. Biennial Canadian AI Conference. Available as Lecture Notes in Computer Science: Advances in AI, Volume 2056, pp. 131-140. [pdf]

    J. William Murdock, Ashok K. Goel, Michael J. Donahoo & Shamkant Navathe. A Framework for Method-Specific Knowledge Compilation from Databases. Journal of Intelligent Information Systems, 17(1): 5-21, November 2001. [pdf]

    2000

    Todd Griffith, Nancy Nersessian & Ashok Goel. Function-follows-Form: Generative Modeling in Scientific Reasoning. In Proc. 22nd Cognitive Science Conference, 2000. [pdf]

    1999

    J. William Murdock & Ashok Goel. Towards Adaptive Web Agents. In Proc. 14th IEEE International Conference on Automated Software Engineering (ASE-99), pp. 335-338, Cocoa Beach, Florida, October 12-15, 1999. [PDF]

    J. William Murdock & Ashok Goel. An Adaptive Meeting Scheduling Agent. In Proc. 1st Asia-Pacific Conference on Intelligent Agent Technology, pp. 374-378, Hong Kong, December 15-17, 1999. [ps][pdf]

    Eleni Stroulia & Ashok Goel. Evaluating Problem-Solving Methods in Evolutionary Design: The Autognsotic Experiments. International Journal of Human-Computer Studies, Special Issue on Evaluation Methodologies, 51:825-847, 1999. [ps][pdf]

    1998

    Michael Donahoo, William Murdock, Ashok Goel, Shamkant Navathe & Edward Omiecinski. From Data to Knowledge: Method-Specific Knowledge Transformations. In Lecture Notes in AI – 1325: Foundations of Intelligent Systems, Ras and Skowron (editors), Springer, 1998, pp. 411-420. [ps][pdf]

    Ashok Goel, Eleni Stroulia, Zhong Chen & Paul Rowland. A Model-Based Approach to Reconfiguration of Schema-Based Reactive Control Architectures. In Proc. AAAI Fall Symposium on Model-Based Autonomous Systems, Boston, Fall 1998. [pdf]

    Todd Griffith. Generative Modeling in Scientific Discovery. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, August 1998.

    Sattiraju Prabhakar & Ashok Goel. Functional Modeling for Enabling Adaptive Design of Devices for New Environments. Artificial Intelligence in Engineering, 12:417-444, 1998. [PDF]

    1997

    Gregory Abowd, Ashok Goel, Dean Jerding, Michael McCracken, Melody Moore, William Murdock, Colin Potts, Spencer Rugaber & Linda Wills. MORALE: Mission-Oriented Architectural Legacy Evolution. In Proc. International Conference on Software Maintenance, Bari, Italy, 1997. [PDF]

    Sambasiva Bhatta & Ashok Goel. A Functional Theory of Design Patterns. In Proc. 15th International Joint Conference on Artificial Intelligence (IJCAI-97), Nagoya, Japan, August 1997, pp. 294-300. [pdf]

    Sambasiva Bhatta & Ashok Goel. An Analogical Theory of Creativity in Design. In Proc. 2nd International Conference on Case-Based Reasoning, Lecture Notes in Computer Science – 1266, pp. 565-574, 1997. [pdf]

    Sambasiva Bhatta & Ashok Goel. Learning Generic Mechanisms for Innovative Strategies in Adaptive Design. Journal of Learning Sciences, 6(4):367-396, 1997. [PDF]

    Ashok Goel. Design, Analogy and Creativity. IEEE Intelligent Systems, Special Issue on Qualitative Reasoning, 12(3):62-70, May/June 1997. (This article provides an overview of research on analogical design.) [PDF]

    Ashok Goel, Sambasiva Bhatta & Eleni Stroulia. Kritik: An Early Case-Based Design System. In Issues and Applications of Case-Based Reasoning in Design, M. Maher and P. Pu (editors), Mahwah, NJ: Erlbaum, pages 87-132, 1997. [pdf]

    Ashok Goel & J. Ramanujam. A Neural Architecture for a Class of Abduction Problems. IEEE Transactions on Systems, Man and Cybernetics, 26(6):854-860, 1997. [ps][pdf]

    Eleni Stroulia & Ashok Goel. Redesigning a Problem Solver’s Operators to Improve Solution Quality. In Proc. 15th International Joint Conference on Artificial Intelligence (IJCAI-97), Nagoya, Japan, August 1997, pp. 562-567. [ps][pdf]

    1996

    Eleni Stroulia & Ashok Goel. Artificial Intelligence for Engineering, Design, Analysis and Manufacturing. Cambridge Press , September 1996, pp 355-370.