Communications of the ACM - Special issue on parallelism
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Inductive learning for abductive diagnosis
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Knowledge reuse among diagnostic problem-solving methods in the shell-kit D3
International Journal of Human-Computer Studies
Data mining: concepts and techniques
Data mining: concepts and techniques
Case-Based Reasoning for Antibiotics Therapy Advice
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
ADAPtER: An Integrated Diagnostic System Combining Case-Based and Abductive Reasoning
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Improved heterogeneous distance functions
Journal of Artificial Intelligence Research
HepatoConsult: a knowledge-based second opinion and documentation system
Artificial Intelligence in Medicine
Incremental development of diagnostic set-covering models with therapy effects
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
A new hybrid case-based architecture for medical diagnosis
Information Sciences—Informatics and Computer Science: An International Journal
An intelligent diagnosis system handling multiple disorders
Intelligent information processing II
Using Declarative Specifications of Domain Knowledge for Descriptive Data Mining
Applications of Declarative Programming and Knowledge Management
Exploiting background knowledge for knowledge-intensive subgroup discovery
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Semi-automatic learning of simple diagnostic scores utilizing complexity measures
Artificial Intelligence in Medicine
Application of a hybrid case-based reasoning approach in electroplating industry
Expert Systems with Applications: An International Journal
How to combine CBR and RBR for diagnosing multiple medical disorder cases
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Using inductive rules in medical case-based reasoning system
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
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
A methodological view on knowledge-intensive subgroup discovery
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
A knowledge-based clinical toxicology consultant for diagnosing single exposures
Artificial Intelligence in Medicine
A knowledge-based clinical toxicology consultant for diagnosing multiple exposures
Artificial Intelligence in Medicine
A New Hybrid Case-Based Reasoning Approach for Medical Diagnosis Systems
Journal of Medical Systems
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We present adapted inductive methods for learningsimilarities, parameter weights and diagnostic profiles for case-based reasoning. All of these methods can be refined incrementally by applyingdif ferent types of background knowledge. Diagnostic profiles are used for extending the conventional CBR to solve cases with multiple faults. The context of our work is to supplement a medical documentation and consultation system by CBR techniques, and we present an evaluation with a real-world case base.