Diagnostic reasoning based on structure and behavior
Artificial Intelligence - Special volume on qualitative reasoning about physical systems
The use of design descriptions in automated diagnosis
Artificial Intelligence - Special volume on qualitative reasoning about physical systems
Second generation expert systems
Future Generation Computer Systems
A theory of diagnosis from first principles
Artificial Intelligence
Artificial Intelligence
IEEE Transactions on Systems, Man and Cybernetics - Special issue on artificial intelligence
Distributed revision of composite beliefs
Artificial Intelligence
Logical foundations of artificial intelligence
Logical foundations of artificial intelligence
The scope and limitations of first generation expert systems
Future Generation Computer Systems
A logical framework for default reasoning
Artificial Intelligence
Diagnostic Problem Solving: Combining Heuristic, Approximate and Casual Reasoning
Diagnostic Problem Solving: Combining Heuristic, Approximate and Casual Reasoning
Explanation-Based Generalization: A Unifying View
Machine Learning
CAUSAL REPRESENTATION OF PATIENT ILLNESS FOR ELECTROLYTE AND ACID-BASE DIAGNOSIS
CAUSAL REPRESENTATION OF PATIENT ILLNESS FOR ELECTROLYTE AND ACID-BASE DIAGNOSIS
A Model-Based System for Pacemaker Reprogramming
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
An overview of AI research in Italy
Artificial intelligence
Towards an autonomic network architecture for self-healing in telecommunications networks
AIMS'10 Proceedings of the Mechanisms for autonomous management of networks and services, and 4th international conference on Autonomous infrastructure, management and security
Knowledge representation and non-monotonic reasoning
A 25-year perspective on logic programming
Practical model-based diagnosis with qualitative possibilistic uncertainty
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
On the co-operation between abductive and temporal reasoning in medical diagnosis
Artificial Intelligence in Medicine
Paper: The representation of medical reasoning models in resolution-based theorem provers
Artificial Intelligence in Medicine
A theory of meta-diagnosis: reasoning about diagnostic systems
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Multiple representations and multi-modal reasoning in medical diagnostic systems
Artificial Intelligence in Medicine
A temporal reasoning framework used in the diagnosis of skeletal dysplasias
Artificial Intelligence in Medicine
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One of the problems of the recent approaches to problem solving based on deep knowledge is the lack of a formal treatment of incomplete knowledge. However, dealing with incomplete models is fundamental to many real-world domains. In this paper we propose a formal theory of causal diagnostic reasoning, dealing with different forms of incompleteness both in the general causal knowledge (missing or abstracted knowledge) and in the data describing a specific case under examination. Different forms of nonmonotonic reasoning (hypothetical and circumscriptive reasoning) are used in order to draw and confirm conclusions from incomplete knowledge. Multiple fault solutions are treated in a natural way and parsimony criteria arc used to rank alternative solutions.