Keyword

case-based reasoning

Description: An artificial intelligence problem-solving approach that addresses new situations by adapting solutions from similar past cases.

Primary topic: AI-based Problem Solving and Planning (34%)

Wikidata ID: wiki/Q1151406

OpenAlex ID: keywords/case-based-reasoning

Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches

1994 · Agnar Aamodt, Enric Plaza · AI Communications · 5,617

Case-Based Reasoning

2005 · Janet L. Kolodner · Cambridge University Press eBooks · 4,247

Financial time series forecasting using support vector machines

2003 · Kyoung-jae Kim · Neurocomputing · 1,732

Inside Case-Based Reasoning

2013 · Christopher K. Riesbeck, Roger C. Schank · Psychology Press eBooks · 1,443

Introduction to expert systems

1993 · Computers & Operations Research · 1,335

What Is Case-Based Reasoning?

1993 · Janet Kolodner · Elsevier eBooks · 1,316

Intelligent Fault Diagnosis and Prognosis for Engineering Systems

2006 · George Vachtsevanos, Frank Lewis, et al. · Wiley eBooks · 1,134

Machine learning in geosciences and remote sensing

2015 · David J. Lary, Amir H. Alavi, et al. · Geoscience Frontiers · 1,112

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Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review

2006 · P. Ravi Kumar, V. Ravi · European Journal of Operational Research · 1,068

Problem-Based Learning Meets Case-Based Reasoning in the Middle-School Science Classroom: Putting Learning by Design(tm) Into Practice

2003 · Janet L. Kolodner, Paul J. Camp, et al. · Journal of the Learning Sciences · 1,061

Expert system methodologies and applications—a decade review from 1995 to 2004

2004 · Shu-Hsien Liao · Expert Systems with Applications · 1,057

An introduction to case-based reasoning

1992 · Janet L. Kolodner · Artificial Intelligence Review · 1,041

Interpretable machine learning: Fundamental principles and 10 grand challenges

2022 · Cynthia Rudin, Chaofan Chen, et al. · Statistics Surveys · 949

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Case-Based Reasoning: Experiences, Lessons and Future Directions

1996 · David Leake · Cumulative Index of Computer Aided Architectural Design · 896

Applying Case-Based Reasoning: Techniques for Enterprise Systems

1997 · Ian Watson · Medical Entomology and Zoology · 836

Knowledge-based recommender systems

2000 · Robin Burke · 783

Case-Based Reasoning Research and Development

2016 · Homem, Thiago, Perico, Danilo H., et al. · Lecture notes in computer science · 772

Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)

2022 · Hui Wen Loh, Chui Ping Ooi, et al. · Computer Methods and Programs in Biomedicine · 727

Penser par cas

2005 · Jean-Claude Passeron, Jacques Revel · Éditions de l’École des hautes études en sciences sociales eBooks · 725

Case-based reasoning: A review

1994 · Ian Watson, Farhi Marir · The Knowledge Engineering Review · 680

Dynamic Memory Revisited

1999 · Roger C. Schank · Cambridge University Press eBooks · 669

Advances in Case-Based Reasoning

1996 · Smith, Ian, Faltings, Boi · Lecture notes in computer science · 648

Theory of Decision under Uncertainty

2009 · Itzhak Gilboa · Cambridge University Press eBooks · 602

Retrieval, reuse, revision and retention in case-based reasoning

2005 · RAMON LOPEZ DE MANTARAS, DAVID MCSHERRY, et al. · The Knowledge Engineering Review · 570

Modeling Legal Argument: Reasoning with Cases and Hypotheticals

1991 · Kevin D. Ashley · 550

Works count: 25,660

Citation count: 238,000