认知计算实验室 CCL 众多文章

http://home.cc.gatech.edu/ccl/4

Domain Ontology Construction from Biomedical Text （重点参考）

Publications

Understanding Language Understanding: Computional Models of Reading, Ashwin Ram, Kenneth Moorman (eds.). MIT Press, 1998. http://www.cc.gatech.edu/faculty/ashwin/ulu/

Goal-Driven Learning, Ashwin Ram, David Leake (eds.). MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/gdl/

Developing a Drama Management Architecture for Interactive Fiction Games, S Ontañón, A Jain, M Mehta, A Ram. 1st Joint International Conference on Interactive Digital Storytelling (ICIDS-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-11.pdf

Emotional Memory and Adaptive Personalities, AG Francis Jr, M Mehta, A Ram. . http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-10.pdf

Stochastic Plan Optimization in Real-Time Strategy Games, A Trusty, S Ontañón, A Ram. 4th Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-09.pdf

An Intelligent IDE for Behavior Authoring in Real-Time Strategy Games, M Mehta, S Virmani, Y Kanetkar, S Ontañón, A Ram. 4th Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-08.pdf

Situation Assessment for Plan Retrieval in Real-Time Strategy Games, K Mishra, S Ontañón, A Ram. 9th European Conference on Case-Based Reasoning (ECCBR-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-07.pdf

Real-Time Plan Adaptation for Case-Based Planning in Real-Time Strategy Games, N Sugandh, S Ontañón, A Ram. 9th European Conference on Case-Based Reasoning (ECCBR-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-06.pdf

iReMedI - Intelligent Retrieval from Medical Information, S Sahay, B Ravisekar, A Venkatesh, S Venkatasubramanian, P Prabhu, A Ram. 9th European Conference on Case-Based Reasoning (ECCBR-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-05.pdf

On-Line Case-Based Plan Adaptation for Real-Time Strategy Games, N Sugandh, S Ontañón, A Ram. 23rd AAAI Conference on Artificial Intelligence (AAAI-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-04.pdf

Adaptive Computer Games: Easing the Authorial Burden, M. Mehta, S. Ontañón, A. Ram. In AI Game Programming Wisdom 4 (AIGPW4), S. Rabin, editor, 2008. http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-03.pdf

Subjectivity Analysis for Questions in QA Communities, B Li, Y Liu, A Ram, EV Garcia, E Agichtein. 31st Annual International ACM SIGIR Conference (ACM-SIGIR-08). http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-02.pdf

Discovering Semantic Biomedical Relations utilizing the Web. S Sahay, S Mukherjea, E Agichtein, E V Garcia, S Navathe, A Ram. ACM Transactions on Knowledge Discovery from Data, 2(1):3, 2008 http://www.cc.gatech.edu/faculty/ashwin/papers/er-08-01.pdf

Locating Applicable Knowledge Sentences in Medical Literature, B Li, S Sahay, E Agichtein, EV Garcia, S Karvaje, B Ravisekar, J Irwin, N Sugandh, A Ram. ORNL International Conference on Bioinformatics (BINF-07).

Semantic Annotation and Inference for Medical Knowledge Discovery, S Sahay, E Agichtein, B Li, EV Garcia, A Ram. NSF Symposium on Next Generation of Data Mining (NGDM-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-16.pdf

Drama Management Evaluation for Interactive Fiction Games, M Sharma, S Ontañón, M Mehta, A Ram. AAAI-07 Spring Symposium on Intelligent Narrative Technologies. http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-15.pdf

Driving Interactive Drama Research through Building Complete Systems, M Mehta, S Ontañón, A Ram. AAAI-07 Spring Symposium on Intelligent Narrative Technologies. http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-14.pdf

Adapting Associative Classification to Text Categorization, B Li, N Sugandh, E Garcia, A Ram. ACM Conference on Document Engineering (ACM-DocEng-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-13.pdf

Machine Learning Based Semantic Inference: Experiments and Observations at RTE-3, B Li, J Irwin, E Garcia, A Ram. Association for Computational Linguistics (ACL) Challenge Workshop on Textual Entailment and Paraphrase (WTEP-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-12.pdf

Case-Based Planning and Execution for Real-Time Strategy Games, S Ontañón, K Mishra, N Sugandh, A Ram. Seventh International Conference on Case-Based Reasoning (ICCBR-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-11.pdf

Domain Ontology Construction from Biomedical Text, S Sahay, B Li, EV Garcia, E Agichtein, A Ram. International Conference on Artificial Intelligence (ICAI-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-10.pdf

Emotionally Driven Natural Language Generation for Personality Rich Characters in Interactive Games, C Strong, K Mishra, M Mehta, A Jones, A Ram. Third Conference on Artificial Intelligence for Interactive Digital Entertainment (AIIDE-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-09.pdf

Evaluating Player Modeling for a Drama Manager Based Interactive Fiction, M Sharma, M Mehta, S Ontañón, A Ram. Third Conference on Artificial Intelligence for Interactive Digital Entertainment (AIIDE-07), Workshop on Player Satisfaction. http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-08.pdf

Detecting Medical Rule Sentences with Semi-Automatically Derived Patterns: A Pilot Study., S Karvaje, B Ravisekar, B Li, E Garcia, A Ram. International Symposium on Bioinformatics Research and Applications ( ISBRA-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-07.pdf

Using Content Analysis to Investigate The Research Paths Chosen by Scientists over Time, C Franzoni, CL Simpkins, B Li, A Ram. To appear in Scientometrics journal.. 11th International Conference on Scientometrics and Informetrics (ISSI-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-06.pdf

A Cognitive Model of Problem-Based Learning and its Application to Educational Software Design, A Ram, P Ram, J Holzmann, C Sprague. International Conference on e-Learning (eLearn-07). Also presented at Eleventh International Conference on Human-Computer Interaction (INTERACT-07), Panel on Human-Centric e-Learning. http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-05.pdf

Artificial Intelligence for Adaptive Computer Games, A Ram, S Ontañón, M Mehta. 20th International FLAIRS Conference on Artificial Intelligence (FLAIRS-07), http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-04.pdf

Towards Player Preference Modeling for Drama Management in Interactive Stories, M Sharma, S Ontañón, C Strong, M Mehta, A Ram. 20th International FLAIRS Conference on Artificial Intelligence (FLAIRS-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-03.pdf

Transfer Learning in Real-Time Strategy Games Using Hybrid CBR/RL, M Sharma, M Holmes, JC Santamaria, A Irani, C Isbell, A Ram. International Joint Conference on Artificial Intelligence (IJCAI-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-01.pdf

Towards Runtime Behavior Adaptation for Embodied Characters, P Zang, M Mehta, M Mateas, A Ram. International Joint Conference on Artificial Intelligence (IJCAI-07). http://www.cc.gatech.edu/faculty/ashwin/papers/er-07-02.pdf

A Synapse Plasticity Model for Conceptual Drift Problems, Chip Mappus, Ashwin Ram. 28th Annual Conference of the Cognitive Science Society (CogSci-06). http://www.cc.gatech.edu/faculty/ashwin/papers/er-06-01.pdf

CaseBook: A Problem-Based Learning Online Environment For High School Microbiology, JL Holzman, G Louizi, SC Fowler, E Lindsey, JJ Harrigan, P Ram, A Ram. 12th American Society for Microbiology (ASM) Conference for Undergraduate Educators, Atlanta, GA. http://www.cc.gatech.edu/faculty/ashwin/papers/er-05-06.doc.pdf http://www.cc.gatech.edu/faculty/ashwin/papers/er-05-06.pdf

Case-Based Reasoning for Gas Turbine Diagnostics, Mark Devaney, Bill Cheetham. 18th International FLAIRS Conference (FLAIRS-05), Clearwater, FL. http://www.cc.gatech.edu/faculty/ashwin/papers/er-05-05.pdf

Preventing Failures by Mining Maintenance Logs with Case-Based Reasoning, Mark Devaney, Ashwin Ram, Hai Qui, Jay Lee. 59th Meeting of the Society for Machinery Failure Prevention Technology (MFPT-59), Virginia Beach, VA. http://www.cc.gatech.edu/faculty/ashwin/papers/er-05-04.pdf

PBL in Context - Bridging Work and Education, International Conference on Problem-Based Learning (PBL-05), Lahti, Finland. http://www.cc.gatech.edu/faculty/ashwin/papers/er-05-03.pdf

Interactive Case-Based Reasoning for Precise Information Retrieval, Ashwin Ram, Mark Devaney. In Case-Based Reasoning in Knowledge Discovery and Data Mining, David Aha and Sankar Pal (editors). http://www.cc.gatech.edu/faculty/ashwin/papers/er-05-02.pdf

Text Mining Biomedical Literature for Discovering Gene-to-Gene Relationships, Y. Liu, S.B. Navathe, A. Pivoshenko, J. Civera, V. Dasigi, A. Ram, B.J. Ciliax, R. Dingledine. IEEE/ACM Transactions on Computational Biology and Bioinformatics. http://www.cc.gatech.edu/faculty/ashwin/papers/er-05-01.pdf

Comparison of Two Schemes for Automatic Keyword Extraction from MEDLINE for Functional Gene Clustering, Y. Liu, B.J. Ciliax, K. Boges, V. Dasigi, A. Ram, S.B. Navathe, R. Dingledine. IEEE Computational Systems Bioinformatics Conference (CSB-04), Stanford CA.

Evaluation of a New Algorithm for Keyword-Based Functional Clustering of Genes, Y. Liu, B.J. Ciliax, A. Pivoshenko, J. Civera, V. Dasigi, A. Ram, R. Dingledine, S.B. Navathe. Proceedings of the Eighth Annual International Conference on Research in Computational Molecular Biology (RECOMB-04).

CaseBook: A Web-Based PBL Environment, Preetha Ram, Ashwin Ram, Chris Sprague. International Conference on Problem-Based Learning (PBL-04), Cancun, Mexico.

A Web-Based System to Bring PBL into your Classroom, Preetha Ram, Ashwin Ram, Chris Sprague. International Conference of the Society for Information Technology and Teacher Education (SITE-04), Atlanta, GA.

Plan Recognition in Large-Scale Multi-Agent Tactical Domains, Mark Devaney. PhD Thesis, College of Computing, Georgia Institute of Technology, Atlanta, GA, 2003. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-03-01.ps.zip

Evaluating Text-Mining Strategies for Interpreting DNA Microarray Expression Profiles, B.J. Ciliax, Y. Liu, J. Civera, A. Ram, S.B. Navathe, R. Dingledine. Annual Meeting of the Society for Neuroscience (Soc Neurosci Abstr). http://www.cc.gatech.edu/faculty/ashwin/papers/er-02-01.pdf

Scaling Spreading Activation for Information Retrieval, Anthony Francis, Mark Devaney, Juan Santamaria, Ashwin Ram. International Conference on Artificial Intelligence (ICAI-01), Las Vegas, Nevada. http://www.cc.gatech.edu/faculty/ashwin/papers/er-01-01.pdf

Context-Sensitive Asynchronous Memory, Anthony Francis. PhD Thesis, College of Computing, Georgia Institute of Technology, Atlanta, GA, 2000. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-00-01.pdf

IRIA: The Information Research Intelligent Assistant, Anthony Francis, Mark Devaney, Ashwin Ram. International Conference on Artificial Intelligence (ICAI-00), Las Vegas, Nevada. http://www.dresan.com/research/publications/icai-2000.html

Virtual Sherlock: An Intelligent Computer-Based PBL System for Undergraduate Chemistry, Preetha Ram, Anthony Francis, Mark Devaney, Ashwin Ram. Second International Conference on Problem-Based Learning in Higher Education, Linkoping, Sweden.

Virtual Sherlock: An Intelligent Computer Based PBL system, P Ram, A Francis, M Devaney, A Ram, T Tschusida, K Kuss, C Sprague. International Conference on Problem-Based Learning (PBL-2000), Alabama.

Introspective Multistrategy Learning: On the Construction of Learning Strategies, Michael T. Cox. Ashwin Ram. Artificial Intelligence, 112:1-55, 1999. http://www.cc.gatech.edu/faculty/ashwin/papers/er-99-01.pdf

PML: Representing Procedural Domains for Multimedia Presentations, Ashwin Ram, Richard Catrambone, Mark J. Guzdial, Colleen M. Kehoe, D. Scott McCrickard, John T. Stasko. IEEE Multimedia, 1999. Also available as Technical Report GIT-GVU-98-20, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1998. http://www.cc.gatech.edu/faculty/ashwin/papers/git-gvu-98-20.pdf

Cognitive Media and Hypermedia Learning Environment Design: A GOMS Model Analysis, Terry Shikano, Mimi Recker, Ashwin Ram. International Journal of Artificial Intelligence and Education. http://www.cc.gatech.edu/faculty/ashwin/papers/er-98-04.doc http://aotearoa.ed.usu.edu/papers/recker.jaied.html

Needles in a Haystack: Plan Recognition in Large Spatial Domains Involving Multiple Agents, Mark Devaney, Ashwin Ram. National Conference on Artificial Intelligence (AAAI-98), Madison, Wisconsin, 1998. http://www.cc.gatech.edu/faculty/ashwin/papers/er-98-03.pdf While plan recognition research has been applied to a wide variety of.

Experiments with Reinforcement Learning in Problems with Continuous State and Action Spaces, Juan C. Santamaria, Richard C. Sutton, Ashwin Ram. Adaptive Behavior, 6(2):163-217, 1998. http://www.cc.gatech.edu/faculty/ashwin/papers/er-98-02.pdf

Integrating Robotic Technologies with JavaBots, Tucker Balch, Ashwin Ram. AAAI Spring Symposium. http://www.cc.gatech.edu/faculty/ashwin/papers/er-98-01.pdf

Learning Adaptive Reactive Agents, Juan Carlos Santamaria. PhD Thesis, Technical Report GIT-CC-97/08, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-97-08.ps.Z

Situation Development in a Complex Real-World Domain, Mark Devaney and Ashwin Ram . ICML-97 Workshop on Machine Learning Applications in the Real World, Nashville, TN, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-05.pdf

Invention as an Opportunistic Enterprise, Marin Simina, Janet Kolodner, Ashwin Ram, Michael Gorman. Abstracted in Nineteenth Annual Conference of the Cognitive Science Society, Stanford, CA, 1997. Technical Report GIT-CogSci-97/04, Cognitive Science Program, Georgia Institute of Technology, Atlanta, GA, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cs-97-04.pdf

Case-Based Planning to Learn, Bill Murdock, Gordon Shippey, Ashwin Ram. Second International Conference on Case-Based Reasoning, Providence, RI, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-04.pdf

Can Your Architecture Do This? A Proposal for Impasse-Driven Asynchronous Memory Retrieval and Integration, Anthony Francis, Ashwin Ram. AAAI-97 Workshop on Robots, Softbots, Immobots: Theories of Action, Planning and Control, Providence, RI, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-03.pdf

A New Heuristic Approach for Dual Control, Juan Carlos Santamaria, Ashwin Ram. AAAI-97 Workshop on On-Line Search, Providence, RI, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-02.pdf

Efficient Feature Selection in Conceptual Clustering, Mark Devaney, Ashwin Ram. Fourteenth International Conference on Machine Learning, Nashville, TN, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-01.pdf

Learning Adaptive Reactive Controllers, Juan Carlos Santamaria, Ashwin Ram. Technical Report GIT-CC-97/05, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-97-05.pdf

Continuous Case-Based Reasoning, Ashwin Ram, Juan Carlos Santamaria. Artificial Intelligence, (90)1-2:25--77, 1997. http://www.cc.gatech.edu/faculty/ashwin/papers/er-97-06.pdf

A functional theory of creative reading: Process, knowledge, and evaluation, Kenneth Moorman. PhD Thesis, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1997. http://www.cs.transy.edu/kmoorman/Dissertation/

Dynamically Adjusting Concepts to Accommodate Changing Contexts, Mark Devaney, Ashwin Ram . ICML-96 Workshop on Learning in Context Sensitive Domains, Bari, Italy, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-07.pdf

Multi-Plan Retrieval and Adaptation in an Experience-Based Agent, Ashwin Ram, Anthony Francis. In Case-Based Reasoning: Experiences, Lessons, and Future Directions, D.B. Leake, editor, AAAI Press, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-06.pdf

Systematic Evaluation of Design Decisions in Case-Based Reasoning Systems, Juan Carlos Santamaria, Ashwin Ram. In Case-Based Reasoning: Experiences, Lessons, and Future Directions, D.B. Leake, editor, AAAI Press, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-05.pdf

Evaluating the Structural Organization of a Hypermedia Learning Environment using GOMS Model Analysis, Terry Shikano, Mimi Recker, Ashwin Ram. World Conference on Educational Multimedia and Hypermedia, Boston, MA, June 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-04.rtf

The Role of Student Tasks in Accessing Cognitive Media Types, M. Byrne, M. Guzdial, P. Ram, R. Catrambone, A. Ram, J. Stasko, G. Shippey, F. Albrecht. Second International Conference on the Learning Sciences, Evanson, IL, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-03.pdf

Exploring Interface Options in Multimedia Educational Environments, G. Shippey, A. Ram, F. Albrecht, J. Roberts, M. Guzdial, R. Catrambone, M. Byrne, J. Stasko. Second International Conference on the Learning Sciences, Evanson, IL, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-02.pdf

The Role of Ontology in Creative Understanding, Kenneth Moorman, Ashwin Ram. Eighteenth Annual Conference of the Cognitive Science Society, San Diego, CA, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/er-96-01.pdf

Creative Conceptual Change, Ashwin Ram, Kenneth Moorman, Juan Carlos Santamaria. Technical Report GIT-CC-96/07, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1996. A shorter version appears in the Fifteenth Annual Conference of the Cognitive Science Society, 17-26, Boulder, CO, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-04.pdf

Introspective multistrategy learning: Constructing a learning strategy under reasoning failure, Michael T. Cox. PhD Thesis, Technical Report GIT-CC-96/06, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1996. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-96-06.pdf

Interacting Learning-Goals: Treating Learning as a Planning Task, Michael T. Cox, Ashwin Ram. In J.-P. Haton, M. Keane, & M. Manago (eds.), Advances in Case-Based Reasoning (Lecture Notes in Artificial Intelligence), 60-74, Springer-Verlag, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-09.ps

Foundations of Foundations of Artificial Intelligence, Ashwin Ram, Eric Jones. Philosophical Psychology, 8(2):193-199, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-08.html

Cognitive Media Types for Multimedia Information Access, Mimi Recker, Ashwin Ram, Terry Shikano, George Li, John Stasko. Journal of Educational Multimedia and Hypermedia, 4(2/3):185-210, 1995.. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-07.pdf

Structuring On-The-Job Troubleshooting Performance to Aid Learning, Brian Minsk, Harinarayanan Balakrishnan, Ashwin Ram. World Conference on Engineering Education, Minneapolis, MN, October 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-06.pdf

Learning as Goal-Driven Inference, Ryszard Michalski, Ashwin Ram. In A. Ram & D. Leake (eds.), Goal-Driven Learning, chapter 21, MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-05.pdf

Goal-Driven Learning in Multistrategy Reasoning and Learning Systems, Ashwin Ram, Michael T. Cox, S. Narayanan. In A. Ram & D. Leake (eds.), Goal-Driven Learning, chapter 18, MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-04.pdf

Goal-Driven Learning (Chapter 1: Learning, Goals, and Learning Goals), Ashwin Ram, David Leake. MIT Press/Bradford Books, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-03.pdf

A Comparative Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems, Anthony Francis, Ashwin Ram. Eighth European Conference on Machine Learning (ECML-95), Crete, Greece, 1995. http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-02.pdf

Multimedia Information Access in Support of Knowledge Construction, Mimi Recker, Ashwin Ram, George Li, Terry Shikano, John Stasko. Annual Meeting of the American Educational Research Association, San Franciso, 1995 (extended abstract). http://www.cc.gatech.edu/faculty/ashwin/papers/er-95-01.txt

Understanding the Creative Mind, Ashwin Ram, Linda Wills, Eric Domeshek, Nancy Nersessian, Janet Kolodner. Artificial Intelligence journal, 79(1):111-128, 1995. Technical Report GIT-CC-94/13, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-94-13.pdf

Managing Learning Goals in Strategy Selection Problems, Michael T. Cox, Ashwin Ram. Second European Workshop on Case-Based Reasoning, Chantilly, France, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-11.pdf

Integrating Creativity and Reading: A Functional Approach, Kenneth Moorman, Ashwin Ram. Sixteenth Annual Conference of the Cognitive Science Society, Atlanta, GA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-10.pdf

Failure-Driven Learning as Input Bias, Michael T. Cox, Ashwin Ram. Sixteenth Annual Conference of the Cognitive Science Society, Atlanta, GA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-09.pdf

Cognitive Media Types as Indices for Hypermedia Learning Environments, Mimi Recker, Ashwin Ram. AAAI Workshop on Indexing and Reuse in Multimedia Systems, Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-07.pdf

A Comparative Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems (old), Anthony Francis, Ashwin Ram. AAAI Workshop on Case-Based Reasoning, Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-06.pdf

Systematic Evaluation of Design Decisions in Case-Based Reasoning Systems (old), Juan Carlos Santamaria, Ashwin Ram. AAAI Workshop on Case-Based Reasoning, Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-05.pdf

A Model of Creative Understanding, Kenneth Moorman, Ashwin Ram. Twelvth National Conference on Artificial Intelligence (AAAI-94), Seattle, WA, August 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-04.pdf

Choosing Learning Strategies to Achieve Learning Goals, Michael T. Cox, Ashwin Ram. AAAI Spring Symposium on Goal-Driven Learning, 12-21, Stanford, CA, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-03.ps.Z

A Framework for Goal-Driven Learning, Ashwin Ram, David Leake. AAAI Spring Symposium on Goal-Driven Learning, Stanford, CA, 1994. Full version in A. Ram & D. Leake, editors, Goal-Driven Learning,. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-02.pdf

Using Genetic Algorithms to Learn Reactive Control Parameters for Autonomous Robotic Navigation, Ashwin Ram, Ronald Arkin, Gary Boone, Michael Pearce. Adaptive Behavior, 2(3):277-305, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-01.pdf

A Functional Theory of Creative Reading, Kenneth Moorman, Ashwin Ram. The Psycgrad Journal. Technical Report GIT-CC-94/01, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-94-01.pdf

Learning to Troubleshoot: Multistrategy Learning of Diagnostic Knowledge for a Real-World Problem Solving Task, Ashwin Ram, S. Narayanan, Michael T. Cox. Cognitive Science journal, 19(3):289-340, 1995. Technical Report GIT-CC-93/67, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-93-67.pdf

Multistrategy Learning in Reactive Control Systems for Autonomous Robotic Navigation, Ashwin Ram, Juan Carlos Santamaria. Informatica, 17(4):347-369, 1993 . http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-09.pdf

AQUA: Questions that Drive the Explanation Process, Ashwin Ram. Inside Case-Based Explanation, R.C. Schank, A. Kass, and C.K. Riesbeck (eds.), 207-261, Lawrence Erlbaum, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-93-47.pdf

The Utility Problem in Case-Based Reasoning, Anthony G. Francis, Jr., Ashwin Ram. Abstracted in the AAAI-93 Workshop on Case-Based Reasoning, Washington, DC, July 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-08.pdf

Knowledge Compilation and Speedup Learning in Continuous Task Domains, Juan Carlos Santamaria, Ashwin Ram. ML-93 Workshop on Knowledge Compilation and Speedup Learning, Amherst, MA, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-07.pdf

Computational Models of the Utility Problem and their Application to Utility Analysis of Case-Based Reasoning, Anthony Francis, Ashwin Ram. ML-93 Workshop on Knowledge Compilation and Speedup Learning, Amherst, MA, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-06.pdf

Continuous Case-Based Reasoning (short version), Ashwin Ram, Juan Carlos Santamaria. AAAI Workshop on Case-Based Reasoning, 86-93, Washington DC, July 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-05.pdf

Creative Conceptual Change (short version), Ashwin Ram. Fifteenth Annual Conference of the Cognitive Science Society, 17-26, Boulder, CO, June 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-04.pdf

A Multistrategy Case-Based and Reinforcement Learning Approach to Self-Improving Reactive Control Systems for Autonomous Robotic Navigation, Ashwin Ram, Juan Carlos Santamaria. Second International Workshop on Multistrategy Learning, Harpers Ferry, WV, May 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-03.pdf

A New Perspective on Story Understanding, Kenneth Moorman, Ashwin Ram. Thirty-First Southeast ACM Conference, Birmingham, AL, April 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-02.pdf Subsumed by http://www.cc.gatech.edu/faculty/ashwin/papers/er-94-10.pdf.

Goal-Driven Learning: Fundamental Issues and Symposium Report, David Leake, Ashwin Ram. AI Magazine, 14(4):67-72, Winter 1993. Technical Report #85, Cognitive Science Program, Indiana University, Bloomington, IN, 1993. http://www.cc.gatech.edu/faculty/ashwin/papers/er-93-01.pdf

Case-Based Reactive Navigation: A Case-Based Method for On-Line Selection and Adaptation of Reactive Control Parameters in Autonomous Robotic Systems, Ashwin Ram, Ronald C. Arkin, Kenneth Moorman, Russell J. Clark. IEEE Transactions on Systems, Man, and Cybernetics, 27B(3), 1997. Technical Report GIT-CC-92/57, College of Computing, Georgia Institute of Technology, Atlanta, GA, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-57.pdf

Introspective Reasoning using Meta-Explanations for Multistrategy Learning, Ashwin Ram, Michael T. Cox. Machine Learning: A Multistrategy Approach, Vol. IV, R.S. Michalski and G. Tecuci (eds.), 349-377, Morgan Kaufmann, 1994. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-19.pdf

The Use of Explicit Goals for Knowledge to Guide Inference and Learning, Ashwin Ram, Lawrence Hunter. Journal of Applied Intelligence, 2(1):47-73, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-04.pdf

Indexing, Elaboration and Refinement: Incremental Learning of Explanatory Cases, Ashwin Ram. Machine Learning, 10:201-248, 1993.. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-03.pdf

A Theory of Questions and Question Asking, Ashwin Ram. The Journal of the Learning Sciences, 1(3&4):273-318, 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-92-02.pdf

Natural Language Understanding for Information-Filtering Systems, Ashwin Ram. Communications of the ACM, 35(12):80-81, December 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-08.pdf

A Case-Based Approach to Reactive Control for Autonomous Robots, Kenneth Moorman, Ashwin Ram. AAAI Fall Symposium on AI for Real-World Autonomous Robots, Cambridge, MA, October 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-07.pdf

An Explicit Representation of Forgetting, Michael T. Cox, Ashwin Ram. Sixth International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, August, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-06.pdf

Learning to Troubleshoot in Electronics Assembly Manufacturing, S. Narayanan, Ashwin Ram. Machine learning: Ninth International Conference, Workshop on Integrated Learning in Real-world Domains, Aberdeen, Scotland, July 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-05.ps

An Architecture for Integrated Introspective Learning, Ashwin Ram, Michael T. Cox, S. Narayanan. Machine Learning: Ninth International Conference, Workshop on Computational Architectures, Aberdeen, Scotland, July 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-04.pdf

Multistrategy Learning with Introspective Meta-Explanations, Michael T. Cox. Ashwin Ram. Machine Learning: Ninth International Conference, Aberdeen, Scotland, July 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-03.pdf

The Learning of Reactive Control Parameters through Genetic Algorithms, Michael Pearce, Ronald C. Arkin, Ashwin Ram. IEEE/RSJ International Conference on Intelligent Robots and Systems, 130-137, Raleigh, NC, 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-02.pdf

Knowledge-Based Diagnostic Problem Solving and Learning in the Test Area of Electronics Assembly Manufacturing, S. Narayanan, Ashwin Ram, Sally M. Cohen, Christine M. Mitchell, T. Govindraj. SPIE Symposium on Applications of AI X: Knowledge-Based Systems, Orlando, FL, April 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/er-92-01.pdf

Learning Momentum: On-line Performance Enhancement for Reactive Systems, Russell J. Clark, Ronald C. Arkin, Ashwin Ram. IEEE International Conference on Robotics and Automation, 111-116, Nice, France, May 1992. http://www.cc.gatech.edu/faculty/ashwin/papers/git-cc-91-37.pdf

Interest-based Information Filtering and Extraction in Natural Language Understanding Systems, Ashwin Ram. Bellcore Workshop on High-Performance Information Filtering, Morristown, NJ, November 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-05.pdf

Using Introspective Reasoning to Select Learning Strategies, Michael Cox, Ashwin Ram. First International Workshop on Multistrategy Learning, 217-230, Harpers Ferry, WV, November 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-04.pdf

Evaluation of Explanatory Hypotheses, Ashwin Ram, David Leake. Thirteenth Annual Conference of the Cognitive Science Society, 867-871, Chicago, IL, August 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-03.pdf

A Goal-based Approach to Intelligent Information Retrieval, Ashwin Ram, Lawrence Hunter. Machine Learning: Eighth International Workshop, Chicago, IL, June 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-02.pdf

Learning Indices for Schema Selection, Sambasiva Bhatta, Ashwin Ram. Florida Artificial Intelligence Research Symposium, 226-231, Cocoa Beach, FL, April 1991. http://www.cc.gatech.edu/faculty/ashwin/papers/er-91-01.pdf

Decision Models: A Theory of Volitional Explanation, Ashwin Ram. Twelvth Annual Conference of the Cognitive Science Society, Cambridge, MA, July 1990. http://www.cc.gatech.edu/faculty/ashwin/papers/er-90-03.pdf

Knowledge Goals: A Theory of Interestingness, Ashwin Ram. Twelvth Annual Conference of the Cognitive Science Society, 206-214, Cambridge, MA, July 1990. http://www.cc.gatech.edu/faculty/ashwin/papers/er-90-02.pdf

Incremental Learning of Explanation Patterns and their Indices, Ashwin Ram. Seventh International Conference on Machine Learning, 313-320, Austin, TX, June 1990. http://www.cc.gatech.edu/faculty/ashwin/papers/er-90-01.pdf