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David Leake, Ph.D. - Publications

Affiliations: 
Computer Science & Cognitive Science Indiana University, Bloomington, Bloomington, IN, United States 
Area:
Case-Based Reasoning
Website:
https://www.cs.indiana.edu/~leake/
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42 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
2016 Lorenzetti C, Maguitman A, Leake D, Menczer F, Reichherzer T. Mining for Topics to Suggest Knowledge Model Extensions Acm Transactions On Knowledge Discovery From Data. 11: 1-30. DOI: 10.1145/2997657  0.721
2015 Leake DB, Smyth B, Weber R. Guest editors’ introduction: special issue on case-based reasoning Journal of Intelligent Information Systems. DOI: 10.1007/s10844-015-0380-5  0.319
2015 Jalali V, Leake D. Enhancing case-based regression with automatically-generated ensembles of adaptations Journal of Intelligent Information Systems. DOI: 10.1007/s10844-015-0377-0  0.311
2014 Leake D, Maguitman A, Reichherzer T. Experience-based support for human-centered knowledge modeling Knowledge-Based Systems. 68: 77-87. DOI: 10.1016/J.Knosys.2014.01.013  0.753
2014 Kendall-Morwick J, Leake D. Facilitating representation and retrieval of structured cases: Principles and toolkit Information Systems. 40: 106-114. DOI: 10.1016/J.Is.2012.11.007  0.763
2014 Kendall-Morwick J, Leake D. A study of two-phase retrieval for process-oriented case-based reasoning Studies in Computational Intelligence. 494: 7-27. DOI: 10.1007/978-3-642-38736-4_2  0.754
2014 Jalali V, Leake D. Adaptation-guided case base maintenance Proceedings of the National Conference On Artificial Intelligence. 3: 1875-1881.  0.317
2013 Jalali V, Leake D. A context-aware approach to selecting adaptations for case-based reasoning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8175: 101-114. DOI: 10.1007/978-3-642-40972-1_8  0.462
2012 Cheah YW, Plale B, Kendall-Morwick J, Leake D, Ramakrishnan L. A noisy 10GB provenance database Lecture Notes in Business Information Processing. 100: 370-381. DOI: 10.1007/978-3-642-28115-0_35  0.718
2012 Jalali V, Leake D. Customizing question selection in conversational case-based reasoning Proceedings of the 25th International Florida Artificial Intelligence Research Society Conference, Flairs-25. 329-334.  0.302
2011 Leake D, Powell J. Enhancing case adaptation with introspective reasoning and web mining Ijcai International Joint Conference On Artificial Intelligence. 2680-2685. DOI: 10.5591/978-1-57735-516-8/IJCAI11-446  0.321
2010 Leake D, Powell J. A general introspective reasoning approach to web search for case adaptation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6176: 186-200. DOI: 10.1007/978-3-642-14274-1_15  0.328
2009 Leake D, Kendall-Morwick J. Four heads are better than one: Combining suggestions for case adaptation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5650: 165-179. DOI: 10.1007/978-3-642-02998-1_13  0.745
2008 Bogaerts S, Leake D. Formal and experimental foundations of a new rank quality measure Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5239: 74-88. DOI: 10.1007/978-3-540-85502-6_5  0.545
2008 Leake D, Kendall-Morwick J. Towards case-based support for e-Science workflow generation by mining provenance Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5239: 269-283. DOI: 10.1007/978-3-540-85502-6_18  0.751
2008 Leake D. Provenance and case-based reasoning Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, Flairs-21. 20.  0.343
2006 Bogaerts S, Leake D. What evaluation criteria are right for CCBR? Considering rank quality Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4106: 385-399. DOI: 10.1007/11805816_29  0.668
2006 Leake D, Maguitman A, Reichherzer T. Cases, context, and comfort: Opportunities for case-based reasoning in Smart Homes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4008: 109-131. DOI: 10.1007/11788485_7  0.763
2006 Bogaerts S, Leake D. Focusing AI students' attention: A framework-based approach to guiding impasse-driven learning Flairs 2006 - Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference. 2006: 186-191.  0.527
2005 De Mantaras RL, Mcsherry D, Bridge D, Leake D, Smyth B, Craw S, Faltings B, Maher ML, Cox MT, Forbus K, Keane M, Aamodt A, Watsoni I. Retrieval, reuse, revision and retention in case-based reasoning Knowledge Engineering Review. 20: 215-240. DOI: 10.1017/S0269888906000646  0.335
2005 Leake D, McSherry D. Introduction to the special issue on explanation in case-based reasoning Artificial Intelligence Review. 24: 103-108. DOI: 10.1007/S10462-005-4606-8  0.434
2005 Leake D, Maguitman A, Reichherzer T. Exploiting rich context: An incremental approach to context-based web search Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3554: 254-267. DOI: 10.1007/11508373_19  0.759
2005 Bogaerts S, Leake D. Increasing AI project effectiveness with reusable code frameworks: A case study using IUCBRF Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, Flairs 2005 - Recent Advances in Artifical Intelligence. 2-7.  0.561
2005 Leake D, Bogaerts S, Evans M, McMullen R, Oder M, Valerio A. Using cases to support divergent roles in distributed collaboration Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, Flairs 2005 - Recent Advances in Artifical Intelligence. 117-122.  0.574
2005 Leake D, Bogaerts S, Evans M, McMullen DF. Contextual support for remote cooperative troubleshooting: Lessons from a naturalistic study Ceur Workshop Proceedings. 133.  0.535
2004 Aktas MS, Pierce M, Fox GC, Leake D. A web based conversational case-based recommender system for ontology aided metadata discovery Proceedings - Ieee/Acm International Workshop On Grid Computing. 69-75. DOI: 10.1109/GRID.2004.6  0.34
2004 Bogaerts S, Leake D. Facilitating CBR for incompletely-described cases: Distance metrics for partial problem descriptions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3155: 62-76. DOI: 10.1007/978-3-540-28631-8_6  0.621
2003 Leake D. The Seventh International Conference on Intelligent User Interfaces (IUI-2003) Ai Magazine. 24: 131-132. DOI: 10.1609/Aimag.V24I4.1737  0.302
2002 Leake DB, Sooriamurthi R. Automatically selecting strategies for multi-case-base reasoning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2416: 204-218. DOI: 10.1007/3-540-46119-1_16  0.782
2002 Hammond K, Gil Y, Leake D. International Conference on Intelligent User Interfaces, Proceedings IUI: Foreword International Conference On Intelligent User Interfaces, Proceedings Iui. iii.  0.512
2001 Fox S, Leake DB. Introspective reasoning for index refinement in case-based reasoning Journal of Experimental and Theoretical Artificial Intelligence. 13: 63-88.  0.335
2001 Wilson DC, Leake DB. Maintaining case-based reasoners: Dimensions and directions Computational Intelligence. 17: 196-213.  0.326
2001 Leake DB, Sooriamurthi R. When two case bases are better than one: Exploiting multiple case bases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2080: 321-335.  0.769
2001 Leake DB, Scherle R. Towards context-based search engine selection International Conference On Intelligent User Interfaces, Proceedings Iui. 109-112.  0.745
2000 Leake DB, Wilson DC. Remembering why to remember: Performance-guided case-base maintenance Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1898: 161-172.  0.318
1999 Leake DB, Birnbaum L, Hammond K, Marlow C, Yang H. Integrating diverse information resources in a case-based design environment Engineering Applications of Artificial Intelligence. 12: 705-716. DOI: 10.1016/S0952-1976(99)00042-1  0.627
1997 Leake DB, Kinley A, Wilson D. A case study of case-based CBR Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1266: 371-382. DOI: 10.1007/3-540-63233-6_507  0.312
1997 Leake DB, Kinley A, Wilson D. Case-based CBR: Capturing and reusing reasoning about case adaptation International Journal of Expert Systems. 10: 197-213.  0.336
1995 Leake DB, Ram A. Learning, goals, and learning goals: A perspective on goal-driven learning Artificial Intelligence Review. 9: 387-422. DOI: 10.1007/BF00849065  0.428
1994 Sooriamurthi R, Leake D. Towards situated explanation Proceedings of the National Conference On Artificial Intelligence. 2: 1492.  0.705
1994 Fox S, Leake D. Introspective reasoning in a case-based planner Proceedings of the National Conference On Artificial Intelligence. 2: 1446.  0.343
1993 Leake D, Ram A. Goal-driven learning: fundamental issues—a symposium report Ai Magazine. 14: 67-72. DOI: 10.1609/Aimag.V14I4.1069  0.486
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