Scientific discovery: computational explorations of the creative process
Scientific discovery: computational explorations of the creative process
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Elements of machine learning
Automated discovery of empirical laws
Fundamenta Informaticae - Special issue: rough sets
Explora: a multipattern and multistrategy discovery assistant
Advances in knowledge discovery and data mining
Introduction to Expert Systems
Introduction to Expert Systems
Artificial Intelligence
Applications of Artificial Intelligence for Chemical Inference: The Dendral Project
Applications of Artificial Intelligence for Chemical Inference: The Dendral Project
Constructing Models of Hidden Structure
ISMIS '91 Proceedings of the 6th International Symposium on Methodologies for Intelligent Systems
Incremental discovery of hidden structure: applications in theory of elementary particles
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
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We investigate the bidirectional links between knowledge discovery in databases (KDD) and artificial intelligence (AI). Both are concerned with intelligent agents, search, knowledge representation, knowledge acquisition, and knowledge application, but they differ in many ways. We contrast them first and explain why they differ. Then we outline several ways in which AI can increase its influence on KDD, as well as several areas where KDD can impact AI.