TY - JOUR
T1 - Multi-modal diagnosis combining case-based and model-based reasoning
T2 - A formal and experimental analysis
AU - Portinale, Luigi
AU - Magro, Diego
AU - Torasso, Pietro
PY - 2004/10
Y1 - 2004/10
N2 - The integration of case-based reasoning (CBR) and model-based reasoning (MBR) in the context of diagnostic problem solving is discussed. Different facets that influence the entire performance of a multi-modal reasoning system were also discussed. It was shown that both the MBR and CBR approaches suffer from computational intractability. It was suggested that a careful combination of the two approaches can be used to reduce the computational costs.
AB - The integration of case-based reasoning (CBR) and model-based reasoning (MBR) in the context of diagnostic problem solving is discussed. Different facets that influence the entire performance of a multi-modal reasoning system were also discussed. It was shown that both the MBR and CBR approaches suffer from computational intractability. It was suggested that a careful combination of the two approaches can be used to reduce the computational costs.
KW - Case-based integration
KW - Case-based reasoning
KW - Diagnosis
KW - Model-based reasoning
KW - Multi-modal reasoning
KW - Opportunistic reasoning
UR - http://www.scopus.com/inward/record.url?scp=4344571844&partnerID=8YFLogxK
U2 - 10.1016/j.artint.2004.05.005
DO - 10.1016/j.artint.2004.05.005
M3 - Article
SN - 0004-3702
VL - 158
SP - 109
EP - 153
JO - Artificial Intelligence
JF - Artificial Intelligence
IS - 2
ER -