The papers collected in this volume were presented at the 6th European C- ference on Case-Based Reasoning (ECCBR 2002) held at The Robert Gordon University in Aberdeen, UK. This conference followed a series of very succe- ful well-established biennial European workshops held in Trento, Italy (2000), Dublin, Ireland (1998), Lausanne, Switzerland (1996), and Paris, France (1994), after the initial workshop in Kaiserslautern, Germany (1993). These meetings have a history of attracting ?rst-class European and international researchers and practitioners in the years interleaving with the biennial international co- terpart ICCBR; the 4th ICCBR Conference was held in Vancouver, Canada in 2001. Proceedings of ECCBR and ICCBR conferences are traditionally published by Springer-Verlag in their LNAI series. Case-Based Reasoning (CBR) is an AI problem-solving approach where pr- lems are solved by retrieving and reusing solutions from similar, previously solved problems, and possibly revising the retrieved solution to re?ect di?erences - tween the new and retrieved problems. Case knowledge stores the previously solved problems and is the main knowledge source of a CBR system. A main focus of CBR research is the representation, acquisition and maintenance of case knowledge. Recently other knowledge sources have been recognized as important: indexing, similarity and adaptation knowledge. Signi?cant knowledge engine- ing e?ort may be needed for these, and so the representation, acquisition and maintenance of CBR knowledge more generally have become important.
This book constitutes the refereed proceedings of the 8th European Conference on Case-Based Reasoning, ECCBR 2004, held in Fethiye, Turkey in September 2006.
Advances in Case-based Reasoning: ... European Workshop, EWCBR ... : Selected Papers
Advances in Case-Based Reasoning
Although Case-Based Reasoning (CBR) claims to reduce the effort required for developing knowledge-based systems substantially compared with more traditional Artificial Intelligence approaches, the implementation of a CBR application ...
This book constitutes the refereed proceedings of the Third European Workshop on Case-Based Reasoning, EWCBR-96, held in Lausanne, Switzerland, in November 1996.
Some systems like JULIA [ 15 ] , PRODIGY / ANALOGY ( 35 ) , and CAPlan / CbC [ 25 ] , NIRMANI [ 36 ] , etc. , use hierarchical - structured representations for cases . CHIRON and CAPER [ 29 ] , GREBE [ 6 ] , SME [ 11 ] , FABEL [ 12 ] ...
Some authors even advanced that a random attribute selection could achieve better ( or at least , as good as ) results ... 4 Experimental Results Many criteria are of interest for evaluating a case - based reasoning system : Technical ...
pp640-648, Springer Verlag LNCS 1451. Kohavi, P. Langley, Y. Yun, (1997) The Utility of Feature Weighting in NearestNeighbor Algorithms, European Conference on Machine Learning, ECML'97, Prague, Czech Republic, 1997, poster. Krogh, A.
This book provides the first in-depth analysis of the relationship between exchange rates and the prices of internationally traded goods, using Australian imports of manufactures as a case study. The...
Remembering why to remember: performance-guided case-base maintenance, In E. Blanzieri & L. Portinale (Eds.) Advances in Case-Based Reasoning (pp. 161–172). Berlin: Springer Verlag. Portinale, L., Torasso, P., & Tavano, P. (1999).