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Authors: Bruno Fernandes 1 ; Mauro Freitas 1 ; Cesar Analide 1 ; Henrique Vicente 2 and José Neves 1

Affiliations: 1 University of Minho, Portugal ; 2 University of Évora, Portugal

Keyword(s): Case-Based Reasoning, Intelligent Systems, Similarity Analysis.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Case-Based Reasoning ; Enterprise Information Systems ; Knowledge Representation and Reasoning ; Knowledge-Based Systems ; Pattern Recognition ; Symbolic Systems ; Theory and Methods

Abstract: The knowledge acquired through past experiences is of the most importance when humans or machines try to find solutions for new problems based on past ones, which makes the core of any Case-based Reasoning approach to problem solving. On the other hand, existent CBR systems are neither complete nor adaptable to specific domains. Indeed, the effort to adapt either the reasoning process or the knowledge representation mechanism to a new problem is too high, i.e., it is extremely difficult to adapt the input to the computational framework in order to get a solution to a particular problem. This is the drawback that is addressed in this work.

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Paper citation in several formats:
Fernandes, B.; Freitas, M.; Analide, C.; Vicente, H. and Neves, J. (2015). Handling Default Data under a Case-based Reasoning Approach. In Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-074-1; ISSN 2184-433X, SciTePress, pages 294-304. DOI: 10.5220/0005184602940304

@conference{icaart15,
author={Bruno Fernandes. and Mauro Freitas. and Cesar Analide. and Henrique Vicente. and José Neves.},
title={Handling Default Data under a Case-based Reasoning Approach},
booktitle={Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2015},
pages={294-304},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005184602940304},
isbn={978-989-758-074-1},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Handling Default Data under a Case-based Reasoning Approach
SN - 978-989-758-074-1
IS - 2184-433X
AU - Fernandes, B.
AU - Freitas, M.
AU - Analide, C.
AU - Vicente, H.
AU - Neves, J.
PY - 2015
SP - 294
EP - 304
DO - 10.5220/0005184602940304
PB - SciTePress

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