Abductive inference models for diagnostic problem-solving
Abductive inference models for diagnostic problem-solving
HYDI: a hybrid system with feedback for diagnosing multiple disorders
HYDI: a hybrid system with feedback for diagnosing multiple disorders
Inductive learning for abductive diagnosis
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Inductive Learning for Case-Based Diagnosis with Multiple Faults
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Integration Rules and Cases for the Classification Task
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Case-Based Reasoning Technology, From Foundations to Applications
Techniques and Knowledge Used for Adaptation During Case-Based Problem Solving
IEA/AIE '98 Proceedings of the 11th International Conference on Industrial and Engineering Applications of Artificial In telligence and Expert Systems: Tasks and Methods in Applied Artificial Intelligence
Extension of the HEPAR II Model to Multiple-Disorder Diagnosis
Proceedings of the IIS'2000 Symposium on Intelligent Information Systems
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence)
Improved heterogeneous distance functions
Journal of Artificial Intelligence Research
Improving rule-based systems through case-based reasoning
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 1
Quality measures and semi-automatic mining of diagnostic rule bases
INAP'04/WLP'04 Proceedings of the 15th international conference on Applications of Declarative Programming and Knowledge Management, and 18th international conference on Workshop on Logic Programming
An ontological multi-agent system for web services
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
FAQ-master: an ontological multi-agent system for web FAQ services
WSEAS Transactions on Information Science and Applications
An ontological Proxy Agent with prediction, CBR, and RBR techniques for fast query processing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An ontology-supported information management agent with solution integration and proxy
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
NEST: a compositional approach to rule-based and case-based reasoning
Advances in Artificial Intelligence
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Multiple disorders are a daily problem in medical diagnosis and treatment, but most expert systems make an implicit assumption that only single disorder occurs in a single patient. We show the need for performing multiple disorder diagnosing, then inspired by the common idea of combining CBR with Rule-based Reasoning, we present a hybrid approach for diagnosing multiple faults. We applied our hybrid reasoning approach to two medical casebases taken from real world applications demonstrating the promise of the approach. The method could also be applied to other multiple fault domains, e.g. car failure diagnosis.