Results 1 to 10 of about 167,152 (117)
Case-based reasoning is a methodology not a technology [PDF]
Knowledge-Based Systems, 1999 This paper asks whether case-based reasoning is an artificial intelligence (AI) technology like rule-based reasoning, neural networks or genetic algorithms or whether it is better described as a methodology for problem solving, that may use any appropriate technology.
exaly +2 more sources
Legal Case-based Reasoning as Practical Reasoning [PDF]
Artificial Intelligence and Law, 2005 In this paper we apply a general account of practical reasoning to arguing about legal cases. In particular, we provide a reconstruction of the reasoning of the majority and dissenting opinions for a particular well-known case from property law. This is done through the use of Belief-Desire-Intention (BDI) agents to replicate the contrasting views ...
Katie Atkinson, Trevor J. M. Bench-Capon
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Is ‘Context-Aware Reasoning = Case-Based Reasoning’? [PDF]
, 2017 The purpose of this paper is to explore the similarities and differences and then argue for the potential synergies between two methodologies, namely Context-aware Reasoning and Case-based Reasoning, that are amongst the tools which can be used for intelligent environment (IE) system development.
Nawaz Khan +3 more
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Abductive case-based reasoning
International Journal of Intelligent Systems, 2005 Summary: This article introduces abductive Case-Based Reasoning (CBR) and attempts to show that abductive CBR and deductive CBR can be integrated in clinical process and problem solving. Then it provides a unified formalization for integration of abduction, abductive CBR, deduction, and deductive CBR.
Zhaohao Sun +2 more
openaire +5 more sources
Quantum case-based reasoning (qCBR)
Artificial Intelligence Review, 2022 17 pages, 19 figures, 9 ...
Parfait Atchade-Adelomou +3 more
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Reputation-Based Maintenance in Case-Based Reasoning [PDF]
Knowledge-Based Systems, 2020 Case Base Maintenance algorithms update the contents of a case base in order to improve case-based reasoner performance. In this paper, we introduce a new case base maintenance method called Reputation-Based Maintenance (RBM) with the aim of increasing the classification accuracy of a Case-Based Reasoning system while reducing the size of its case base.
Nariman Nakhjiri +2 more
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Continuous case-based reasoning
Artificial Intelligence, 1997 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ashwin Ram 0001, Juan Carlos Santamaría
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Emergent case-based reasoning applications [PDF]
The Knowledge Engineering Review, 2005 The basic principle underpinning case-based reasoning (CBR) is that new problems can be solved by reusing solutions to past problems. The generality of this idea means that CBR is finding application in a wide variety of areas.
Ramón López de Mántaras +2 more
openaire +3 more sources
Justification in Case-Based Reasoning.
, 2022 The explanation and justification of decisions is an important subject in contemporary data-driven automated methods. Case-based argumentation has been proposed as the formal background for the explanation of data-driven automated decision making. In particular, a method was developed in recent work based on the theory of precedential constraint which ...
van Woerkom, Wijnand +3 more
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Precedent-Based Reasoning with Incomplete Cases
, 2023 We extend the result model for precedent-based reasoning with incomplete case bases. In contrast to regular case bases, these consist of incomplete cases for which not all dimension values need to be specified, but rather each dimension is assigned a set of possible values.
Daphne Odekerken +2 more
openaire +4 more sources