Ashok K. Goel - Publications

Affiliations: 
Georgia Institute of Technology, Atlanta, GA 
Area:
Artificial Intelligence
Website:
http://www.cc.gatech.edu/~goel/

54 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Fitzgerald T, Goel A, Thomaz A. Modeling and Learning Constraints for Creative Tool Use. Frontiers in Robotics and Ai. 8: 674292. PMID 34805287 DOI: 10.3389/frobt.2021.674292  0.634
2019 Wiltgen BJ, Goel AK. A computational theory of evaluation in creative design Ibm Journal of Research and Development. 63: 1:1-1:11. DOI: 10.1147/jrd.2019.2893901  0.353
2018 Parashar P, Goel AK, Sheneman B, Christensen HI. Towards life-long adaptive agents: using metareasoning for combining knowledge-based planning with situated learning The Knowledge Engineering Review. 33. DOI: 10.1017/S0269888918000279  0.364
2017 Goel AK, Rugaber S. GAIA: A CAD-Like Environment for Designing Game-Playing Agents Ieee Intelligent Systems. 32: 60-67. DOI: 10.1109/Mis.2017.44  0.31
2015 Goel AK, Zhang G, Wiltgen B, Zhang Y, Vattam S, Yen J. On the benefits of digital libraries of case studies of analogical design: Documentation, access, analysis, and learning Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 29: 215-227. DOI: 10.1017/S0890060415000086  0.311
2014 Helms M, Goel AK. The four-box method: Problem formulation and analogy evaluation in biologically inspired design Journal of Mechanical Design, Transactions of the Asme. 136. DOI: 10.1115/1.4028172  0.338
2014 McGreggor K, Kunda M, Goel A. Fractals and ravens Artificial Intelligence. 215: 1-23. DOI: 10.1016/j.artint.2014.05.005  0.355
2013 Goel AK. Biologically inspired design: A new program for computational sustainability Ieee Intelligent Systems. 28: 80-84. DOI: 10.1109/MIS.2013.58  0.335
2013 Summers JD, Eckert C, Goel A. Function in engineering: Benchmarking representations and models Proceedings of the International Conference On Engineering Design, Iced. 2: 223-232. DOI: 10.1017/S0890060417000476  0.311
2013 Kunda M, McGreggor K, Goel AK. A computational model for solving problems from the Raven's Progressive Matrices intelligence test using iconic visual representations Cognitive Systems Research. 22: 47-66. DOI: 10.1016/j.cogsys.2012.08.001  0.385
2012 Jones JK, Goel AK. Perceptually grounded self-diagnosis and self-repair of domain knowledge Knowledge-Based Systems. 27: 281-301. DOI: 10.1016/j.knosys.2011.09.012  0.324
2012 Goel AK, Vattam S, Wiltgen B, Helms M. Cognitive, collaborative, conceptual and creative - Four characteristics of the next generation of knowledge-based CAD systems: A study in biologically inspired design Cad Computer Aided Design. 44: 879-900. DOI: 10.1016/j.cad.2011.03.010  0.331
2011 Kunda M, Goel AK. Thinking in Pictures as a cognitive account of autism. Journal of Autism and Developmental Disorders. 41: 1157-77. PMID 21103918 DOI: 10.1007/s10803-010-1137-1  0.37
2010 Vattam SS, Helms ME, Goel AK. A content account of creative analogies in biologically inspired design Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 24: 467-481. DOI: 10.1017/S089006041000034X  0.338
2009 Goel AK, Rugaber S, Vattam S. Structure, behavior, and function of complex systems: The structure, behavior, and function modeling language Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 23: 23-35. DOI: 10.1017/S0890060409000080  0.333
2009 Helms M, Vattam SS, Goel AK. Biologically inspired design: process and products Design Studies. 30: 606-622. DOI: 10.1016/j.destud.2009.04.003  0.302
2009 Davies J, Goel AK, Nersessian NJ. A computational model of visual analogies in design Cognitive Systems Research. 10: 204-215. DOI: 10.1016/j.cogsys.2008.09.006  0.708
2008 Davies J, Goel AK. Visuospatial Re-Representation in Analogical Reasoning The Open Artificial Intelligence Journal. 2: 11-20. DOI: 10.2174/1874061800802010011  0.553
2008 Murdock JW, Goel AK. Meta-case-based reasoning: Self-improvement through self-understanding Journal of Experimental and Theoretical Artificial Intelligence. 20: 1-36. DOI: 10.1080/09528130701472416  0.358
2008 Yaner PW, Goel AK. Analogical recognition of shape and structure in design drawings Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 22: 117-128. DOI: 10.1017/S0890060408000085  0.73
2008 Goel AK, Davis R, Gero JS. Multimodal design: An overview Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 22: 83-84. DOI: 10.1017/S089006040800005X  0.336
2008 Davies J, Goel AK, Yaner PW. Proteus: Visuospatial analogy in problem-solving Knowledge-Based Systems. 21: 636-654. DOI: 10.1016/J.Knosys.2008.03.035  0.735
2007 Davies J, Goel AK. Transfer of problem-solving strategy using Covlan Journal of Visual Languages and Computing. 18: 149-164. DOI: 10.1016/j.jvlc.2007.01.001  0.559
2006 Yaner PW, Goel AK. Visual analogy: Viewing analogical retrieval and mapping as constraint satisfaction problems Applied Intelligence. 25: 91-105. DOI: 10.1007/S10489-006-8868-X  0.757
2005 Goel AK, Craw S. Design, innovation and case-based reasoning Knowledge Engineering Review. 20: 271-276. DOI: 10.1017/S0269888906000609  0.328
2005 Davies J, Nersessian NJ, Goel AK. Visual models in analogical problem solving Foundations of Science. 10: 133-152. DOI: 10.1007/s10699-005-3009-2  0.699
2005 Davies J, Goel AK, Nersessian NJ. Transfer in visual case-based problem solving Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3620: 163-176.  0.621
2005 Davies J, Goel AK, Nersessian NJ. A cognitive model of visual analogical problem-solving transfer Ijcai International Joint Conference On Artificial Intelligence. 1556-1557.  0.609
2004 Goel AK, Bhatta SR. Use of design patterns in analogy-based design Advanced Engineering Informatics. 18: 85-94. DOI: 10.1016/j.aei.2004.09.003  0.36
2002 Yaner PW, Goel AK. Retrieving 2-D line drawings by example Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2317: 97-99. DOI: 10.1007/3-540-46037-3_10  0.718
2001 Murdock JW, Goel AK. Learning about Constraints by Reflection Lecture Notes in Computer Science. 131-140. DOI: 10.1007/3-540-45153-6_13  0.356
1999 Stroulia E, Goel AK. Evaluating PSMs in evolutionary design: The AUTOGNOSTIC experiments International Journal of Human Computer Studies. 51: 825-847. DOI: 10.1006/Ijhc.1999.0331  0.363
1997 Bhatta SR, Goel A. Learning Generic Mechanisms for Innovative Strategies in Adaptive Design Journal of the Learning Sciences. 6: 367-396. DOI: 10.1207/S15327809JLS0604_2  0.386
1996 Goel AK, Stroulia E. Functional device models and model-based diagnosis in adaptive design Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 10: 355-370. DOI: 10.1017/S0890060400001670  0.336
1996 Bhatta SR, Goel AK. From design experiences to generic mechanisms: Model-based learning in analogical design Artificial Intelligence For Engineering Design, Analysis and Manufacturing. 10: 131-136. DOI: 10.1017/S0890060400001372  0.367
1996 Bhatta SR, Goel AK. Model-based design indexing and index learning in engineering design Engineering Applications of Artificial Intelligence. 9: 601-609. DOI: 10.1016/S0952-1976(96)00055-3  0.381
1995 PUNCH WF, GOEL AK, BROWN DC. A KNOWLEDGE-BASED SELECTION MECHANISM FOR STRATEGIC CONTROL WITH APPLICATION IN DESIGN, DIAGNOSIS AND PLANNING International Journal On Artificial Intelligence Tools. 4: 323-348. DOI: 10.1142/S0218213095000164  0.373
1995 Goel AK, Josephson JR, Fischer O, Sadayappan P. Practical abduction: Characterization, decomposition and concurrency Journal of Experimental and Theoretical Artificial Intelligence. 7: 429-450. DOI: 10.1080/09528139508953821  0.373
1995 Stroulia E, Goel AK. Functional representation and reasoning for reflective systems Applied Artificial Intelligence. 9: 101-124. DOI: 10.1080/08839519508945470  0.431
1994 Goel A, Ail K, Donnellan M, Gomez de Silva Garza A, Callantine T. Multistrategy adaptive path planning Ieee Expert. 9: 57-65. DOI: 10.1109/64.363273  0.394
1994 Bhatta SR, Goel AK. Discovery of physical principles from design experiences Artificial Intelligence For Engineering Design, Analysis and Manufacturing. 8: 113-123. DOI: 10.1017/S0890060400000718  0.368
1994 Peterson J, Mahesh K, Goel A. Situating natural language understanding within experience-based design International Journal of Human-Computer Studies. 41: 881-913. DOI: 10.1006/ijhc.1994.1085  0.388
1993 Chandrasekaran B, Goel AK, Iwasaki Y. Functional Representation as Design Rationale Computer. 26: 48-56. DOI: 10.1109/2.179157  0.494
1992 Goel AK. Integrating case-based and model-based reasoning: a computational model of design problem solving Ai Magazine. 13: 50-54. DOI: 10.1609/Aimag.V13I2.1000  0.366
1992 Prabhakar S, Goel AK. Using diagnostic experiences in experience-based innovative design Proceedings of Spie. 1707: 420-434. DOI: 10.1117/12.56906  0.34
1992 Pearce M, Goel AK, Kolodner JL, Zimring C, Sentosa L, Billington R. Case-based design support a case study in architectural design Ieee Expert-Intelligent Systems and Their Applications. 7: 14-20. DOI: 10.1109/64.163668  0.378
1991 Goel AK, Eiselt KP. Mental models, text interpretation, and knowledge acquisition Acm Sigart Bulletin. 2: 75-78. DOI: 10.1145/122344.122358  0.364
1991 Goel AK, Bylander T, Chandrasekaran B, Dietterich TG, Keller RM, Tong C. Knowledge Compilation: A Symposium The Missouri Review. 71-93. DOI: 10.1109/Mis.1991.10006  0.48
1991 Bylander T, Johnson TR, Goel A. Structured matching: a task-specific technique for making decisions Knowledge Acquisition. 3: 1-20. DOI: 10.1016/S1042-8143(05)80002-0  0.352
1990 Sylvan DA, Goel A, Chandrasekaran B. Analyzing Political Decision Making from an Information-Processing Perspective: JESSE American Journal of Political Science. 34: 74. DOI: 10.2307/2111512  0.48
1989 Goel A, Bylander T. Computational Feasibility of Structured Matching Ieee Transactions On Pattern Analysis and Machine Intelligence. 11: 1312-1316. DOI: 10.1109/34.41369  0.324
1988 Chandrasekaran B, Goel A, Allemang D. Connectionism and information processing abstractions Ai Magazine. 9: 24-34. DOI: 10.1609/Aimag.V9I4.951  0.562
1988 Chandrasekaran B, Goel A. From Numbers to Symbols to Knowledge Structures: Artificial Intelligence Perspectives on the Classification Task Ieee Transactions On Systems, Man and Cybernetics. 18: 415-424. DOI: 10.1109/21.7491  0.302
1988 Chandrasekaran B, Goel A, Allemang D. Information processing abstractions: The message still counts more than the medium Behavioral and Brain Sciences. 11: 26-27. DOI: 10.1017/S0140525X0005247X  0.436
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