?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Intelligent+Diagnosis+Systems&rft.creator=Balakrishnan%2C+Karthik&rft.creator=Honavar%2C+Vasant&rft.subject=Machine+Learning&rft.subject=Neural+Nets&rft.subject=Artificial+Intelligence&rft.description=This+paper+examines+and+compares+several+different+approaches+to+design+of+intelligent+systems+for+diagnosis+applications.+These+include+expert+systems+(or+knowledge+based+systems)%2C+truth+(or+reason)+maintenance+systems%2C+case+based+reasoning+systems%2C+and+inductive+approaches+like+decision+trees%2C+neural+networks+(or+connectionist+systems)%2C+and+statistical+pattern+classification+systems.+Each+of+these+approaches+is+demonstrated+through+the+design+of+a+system+for+a+simple+automobile+fault+diagnosis+task.+The+paper+also+discusses+the+domain+characteristics+that+influence+the+choice+of+a+specific+technique+(or+combination+of+techniques)+for+a+given+application.&rft.date=1998&rft.type=Journal+(Paginated)&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F2469%2F1%2Fdiagnosis.pdf&rft.identifier=++Balakrishnan%2C+Karthik+and+Honavar%2C+Vasant++(1998)+Intelligent+Diagnosis+Systems.++%5BJournal+(Paginated)%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F2469%2F