| Foundations | Foundations |
| Tue Aug 25 Paper 1: JL Kolodner (1993), Chapters 1-3 of Case-Based Reasoning, Morgan Kaufmann Publishers, San Mateo, CA ch1 ch2 ch3
Presentation: Akash Shah ppt Paper 2: A Aamodt & E Plaza (1994), Case-based reasoning; Foundational issues, methodological variations, and system approaches. AI Communications, 7(1):39-59 pdf
Presentation: Parth Parekh |
Thu Aug 27 Paper 1: Gerd Kamp, Steffen Lange, Christoph Globig . Related Areas CBR Technology: From Foundations to Applications pdf
Presentation: S B Harish Paper 2: Enric Plaza (2008): Semantics and Experience in the Future Web. Advances in Case-Based Reasoning: 9th European Conference, ECCBR 2008. Proceedings. K. D. Althoff, R. Bergmann, M. Minor, A. Hanft (eds.), Lecture Notes in Artificial Intelligence, Vol. 5239, pp. 44-58. Springer. pdf
Presentation: Bharathi Ravishanker |
| Foundations | Cognitive Model |
| Tue Sep 1 Paper 1: K Hammond (1996). CHEF: A model of case-based planning. In Proc. Thirteenth National Conference on Artificial Intelligence (AAAI-96), pp 261-271 pdf
Presentation: Shirpaa Manoharan
Paper 2:
D Aha, D Kibler, & MK Albert (1991). Instance-based learning algorithms. Machine Learning, 6:37-66
pdf
Presentation: Subhav Mital |
Thu Sep 3 Paper 1: RC Schank (1982, 1999), Chapters 1-3 of Dynamic Memory: A theory of learning in computers and people, Cambridge University Press, New York pdf
Presentation: Urjit Singh Bhatia Paper 2: JL Kolodner (1993), Chapter 4 of Case-Based Reasoning, Morgan Kaufmann Publishers, San Mateo, CA pdf
Presentation: Hrishikesh Pathak |
| Cognitive Model | Representation |
| Tue Sep 8 Paper 1: D Gentner (1989), Mechanisms of analogical learning, in S Vosniadou & A Ortony (eds.), Simiarlty and Analogical Reasoning, Cambridge University Press, London, pp. 199-241 pdf
Presentation: Aayush Garg Paper 2: The Challenge of Knowledge Soup, John F. Sowa VivoMind Intelligence, Inc. pdf
Presentation: Chien-Ming Huang |
Thu Sep 10 Paper 1: JL Kolodner, Chapters 5-6 of Case-Based Reasoning, Morgan Kaufmann Publishers, San Mateo, CA pdf Ch 6 part1 pdf Ch 6 part2 pdf
Presentation: Will Wagstaff Paper 2: H Gomez-Gauchia, B Díaz-Agudo, & P Gonzalez-Calero (2004), Two-Layered Approach to Knowledge Representation Using Conceptual Maps and Description Logics, in AJ Canas, JD Novak, FM González (eds), Concept Maps: Theory, Methodology, Technology, Proc. First Intl. Conference on Concept Mapping, Pamplona, Spain pdf
Presentation: Andres Cavieres presentation here |
| Indexing and Memory Organization | Indexing and Memory Organization |
| Tue Sep 15 Paper 1: RC Schank (1982, 1999), Chapters 6-9 of Dynamic Memory: A theory of learning in computers and people, Cambridge University Press, New York pdf
Presentation: Ramkumar Paper 2: BW Porter, R Bareiss, & RC Holte (1990), PROTOS: a unified approach to concept representation, classification and learning, Artificial Intelligence, 45(1-2) pdf
Presentation: Dev Priya |
Thu Sep 17 Paper 1: JL Kolodner (1983), Reconstructive Memory: A Computer Model, Cognitive Science 7:4 pdf
Presentation: Radhika Shivapurkar Paper 2: J Schaaf, Fish and Shrink: A next step towards efficient case retrieval in large scaled case bases
Presentation: Urjit Singh Bhatia |
| Similarity and Retrieval | Similarity and Retrieval |
| Tue Sep 22 Paper 1: Santiago Ontañón and Enric Plaza, On Similarity Measures Based on a Refinement Lattice. Lecture Notes in Computer Science, Case-Based Reasoning Research and Development pdf
Presentation: Shantanu Gupta Paper 2: A Beygelzimer, S Kakade, & J Langford, Cover trees for nearest neighbor pdf
Presentation: Shantanu Gupta |
Thu Sep 24 Paper 1: Eyke Hüllermeier, Ilya Vladimirskiy, Belén Prados Suárez, and Eva Stauch: Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions. Pp. 240-254 pdf
Presentation: Mrunal Upadhyay Paper 2: Ross Nicholson, Derek Bridge, and Nic Wilson: Decision Diagrams: Fast and Flexible Support for Case Retrieval and Recommendation. Pp. 136-150 pdf
Presentation: Subhav Mital |
| Analogy | Explanation |
| Tue Sep 29 Paper 1: J Carbonell (1993), Derivational Analogy in PRODIGY: Automating case acquisition, storage, and utilization, Machine Learning, 10(3):249-278, Special issue on case-based reasoning pdf
Presentation: Ramakrishnan Presentation slides Paper 2: P Cunningham, S Slattery (1993). Knowledge engineering requirements in derivational analogy. In First European Workshop on Case-based Reasoning, University of Kaiserslautern, pp 108-113 pdf
Presentation: Hae Won Park |
Thu Oct 1 Paper 1: A Aamodt (1994), Explanation-driven case-based reasoning. In S Wess, K Althoff, & M Richter (eds.), Topics in Case-based reasoning, Springer Verlag, pp 274-288 pdf
Presentation: Douglas Brooks Paper 2: DB Leake, Abduction, Experience, and Goals: A model of everyday abductive explanation. Journal of Experimental and Theoretical Artificial Intelligence pdf
Presentation: Andres Cavieres presentation here |
| Adaptation | |
| Tue Oct 6
HOLIDAY on account of FALL BREAK |
Thu Oct 8 Paper 1: H Munoz-Avila & MT Cox (2007). Case-Based Plan Adaptation: An analysis and review. To appear in IEEE Intelligent Systems pdf
Presentation: Pengcheng Xiong Paper 2: A Ram & AG Francis (1996), Multi-plan retrieval and adaptation in an experience-based agent. In DB Leake (ed.), Case-Based Reasoning: Experiences, Lessons, and Future Directions, AAAI Press pdf
Presentation: Sethuraman Krishnan |
| Conversational CBR | Case Base Maintenance |
| Tue Oct 13 Paper 1: D Aha, LA Breslow, & H Munoz-Avila (2001). Conversational case-based reasoning. Applied Intelligence. Kluwer Academic Publishers pdf
Presentation: Shreyansh P Gandhi Paper 2: K Ashley (1991). Reasoning with cases and hypotheticals in HYPO. International Journal of Man-Machine Studies, 34:753-796. Academic Press. pdf
Presentation: Hrishikesh Pathak
|
Thu Oct 15 Paper 1: DB Leake & DC Wilson (1998), Categorizing Case-Base Maintenance: Dimensions and directions. In Advances in Case-Based Reasoning: Proc. EWCBR-98, Springer-Verlag, Berlin pdf
Presentation: Ramakrishnan Presentation here Paper 2: DB Leake (2003), Dispatching Cases Versus Merging Case-Bases: When MCBR matters. In Proc. Sixteenth Intl. FLAIRS Conference on Artificial Intelligence (FLAIRS-2003), AAAI Press, pp 129-133 pdf
Presentation: Hae Won Park |
| Case Base Maintenance | Intersections with other fields |
| Tue Oct 20 Paper 1: DB Leake & DC Wilson. Remembering Why to Remember: Performance-guided case-base maintenance. pdf
Presentation: Swaroop Butala Paper 2: B Smyth & M Keane (1995). Remembering to Forget: A competence-preserving deletion policy for case-based reasoning. In Proc. 14th Intl. Joint Conference on Artificial Intelligence (IJCAI-95), Montreal, Canada pdf
Presentation: Siddharth Mehta |
Thu Oct 22 Paper 1: (decision making) R Wheeler & S Aitken (2000). Multiple algorithms for fraud detection, Knowledge-Based Systems, 13(2-3):93-99 PDF
Presentation: Preetam B. Joshi [Presentation here] Paper 2: (recommender systems) Barry Smyth , Case-Based Recommendation. P. Brusilovsky, A. Kobsa, and W. Nejdl (Eds.): The Adaptive Web, LNCS 4321, pp. 342–376, 2007. PDF
Presentation: Hrishikesh Mantri |
| Intersections with other fields | Intersections with other fields |
| Tue Oct 27 Paper 1: (robotics) A Ram & JC Santamaria (1997), Continuous Case-Based Reasoning, Artificial Intelligence, (90)1-2:25-77 pdf
Presentation: Dev Priya Paper 2: (planning) L McGinty & B Smyth (2001). Collaborative Case Based Reasoning: Applications in personalised route planning. In Proc. 4th Intl. Conference on Case-Based Reasoning (ICCBR-01), Vancouver, Canada. Lecture Notes in Artificial Intelligence, Springer pdf
Presentation: Jiuguang Wang
|
Thu Oct 29 Paper 1: (meta-reasoning) MT Cox & A Ram (1999), Introspective Multistrategy Learning: On the Construction of Learning Strategies, Artificial Intelligence, 112:1-55 pdf
Presentation: Deepak Zambre Paper 2: (multi-agent systems) S Ontanon & E Plaza (2007), Learning and joint deliberation through argumentation in multi-agent systems, Proc AAMAS-2007 pdf
Presentation: Deepal Jayasinghe
|
| Intersections with other fields | Intersections with other fields |
| Tue Nov 3
Paper 1:
(expert systems) B Lopez & E Plaza (1993), Case-based planning for medical diagnosis, in J Komorowski & ZW Ras (eds.), Methodologies for Intelligent Systems. Springer-Verlag, pp 96-105
pdf Paper 2: (information retrieval) M Lenz, A Hubner, & M Kunze (1998), Textual CBR, Ch 5, Case-Based Reasoning Technology: From foundations to applications, Lecture Notes in Computer Science, Springer pdf
Presentation: Pranesh P Ranganathan
|
Thu Nov 5 Paper 1: (social search) Barry Smyth, Peter Briggs, Maurice Coyle and Michael P. O’Mahony. A Case-Based Perspective on Social Web Search. Lecture Notes in Computer Science, Case-Based Reasoning Research and Development pdf
Presentation: Sung Hyun Park Paper 2: (business) SL Mansar & F Marir (2003). Case-based reasoning as a technique for knowledge management in business process redesign, Electronic Journal on Knowledge Management, 1(2):113-124 pdf
Presentation: Mansi Sharma
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| Frameworks | Best Paper Awards |
| Tue Nov 10 Paper 1: I Watson, Chapter 6 of Applying Case-Based Reasoning pdf
Presentation: Pengcheng Xiong Paper 2: A Aamodt, Knowledge-intensive case-based reasoning in CREEK. In P Funk & PA Gonzalez Calero (eds.), Advances in case-based reasoning, Proc. ECCBR-04, Madrid, Spain. LNAI 3155, Spinger, pp. 1-15 pdf
Presentation: Apurva Sharma
ppt
| Thu Nov 12 Paper 1: Lisa Cummins and Derek Bridge: (2009) Maintenance by a Committee of Experts: The MACE Approach to Case-Base Maintenance. Pp. 120-134 pdf
Presentation: Suman Manjunath
pdf Paper 2: (recommender systems) C Baccigalupo & E Plaza (2007), A case-based song scheduler for group customised radio. In ICCBR-07, Belfast, Northern Ireland pdf
Presentation: Akshit Proothi
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| Best Paper Awards | Term Project Presentations |
| Tue Nov 17 Paper 1: (rts games) DW Aha, M Molineaux, & M Ponsen (2005), Learning to win pdf
Presentation: Apurva Sharma
ppt
Presentation: Siddharth Mehta
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Thu Nov 19 Project Presentations signup:
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| Term Project Presentations | |
| Tue Nov 24 Project Presentations signup:
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Thu Nov 26 Thanksgiving |
| Term Project Presentations | Term Project Presentations |
| Thu Dec 3 Project Presentations signup:
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Tue Dec 8
Final Project Report Due Project Presentations signup:
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