The CBR course on the CVAI Master Module III requires the students to read some papers before the classes in order to be able to understand them and profit from them.

The articles are available below as PDF files, indicating the day when they have had to be read before attending class.

The students should read these papers:

Before the 1st day

1. •A. Aamodt and E. Plaza, 1994: Case-based reasoning: Foundational issues, methodological variations, and system approaches. AI Communications, 7(1):39–59.
   

2. •A. Aamodt: Knowledge-intensive case-based reasoning in Creek. (ECCBR 2004. LNAI 3155, Spinger, 2004. pgs. 1-16.)
   

3. •Dietrich Wettschereck, David W. Aha, Takao Mohri (1997), A review and empirical evaluation of feature weighting methods for a class of lazy learning algorithms. Artificial Intelligence Review.
   

4. •David W. Aha, Dennis Kibler  and Marc K. Albert (1991) Instance-based Learning Algorithms. Machine Learning, 6, 37-66.
   

Before the 2nd day

1. •Enric Plaza and Josep-Lluís Arcos (2002) Constructive Adaptation: A Search-based Approach to Reuse in CBR. S. Craw and A. Preece (Eds.), Advances in Case-Based Reasoning. Proc. 6th ECCBR 2002, Lecture Notes on Artificial Intelligence 2416, p. 306-320. Springer Verlag, 2002.
   

2. •Bruce W. Porter and Ray Bareiss and Robert C. Holte: Concept Learning and Heuristic Classification in Weak Theory Domains, Artificial Intelligence, volume 45, number 1-2, pages 229-263, 1990.
   

3. •Josep-Lluís Arcos, Ramon López de Mántaras (2001), An interactive case-based reasoning approach for generating expressive music. Applied Intelligence, Volume 14, Number 1, p.115-129 (2001)
   

4. •Josep-Lluís Arcos (2001), T-Air: A Case-Based Reasoning System for  Designing Chemical Absorption Plants. Lecture Notes in Artificial Intelligence, vol. 2080: Springer-Verlag, pp. 576-588, 2001.
   

Before the 3rd day

1. •Chema Abasolo; Enric Plaza; Josep Lluis Arcos (2002). Components for Case-Based Reasoning Systems, Lecture Notes in Artificial Intelligence, Number 2504, p.1-16.
   

2. •Belen Diaz-Agudo, Pedro A. Gonzalez-Calero: An architecture for knowledge intensive CBR systems. EWCBR 2000, LNAI 1898 (2000), pp 37-48.
   

3. •Isabelle Bichindaritz, Emin Kansu, and Keith M. Sullivan: Case-Based Reasoning in CARE-PARTNER: Gathering Evidence for Evidence-Based Medical Practice. In B. Smyth and P. Cunningham (Eds.): EWCBR’98, LNAI 1488, pp. 334-345, 1998.   Springer-Verlag, Berlin Heidelberg 1998.