Abstract
A framework of Non-deterministic Information Systems (NISs) is known well for handling information incompleteness in Deterministic Information Systems (DISs). Apriori algorithm for the standard tables or DISs is also known as an algorithm to generate rules, which are characterized by criteria, support and accuracy. This paper extends Apriori algorithm in DISs to Apriori algorithm in NISs. This extended Apriori algorithm employs criteria, minimum support and minimum accuracy in NISs, and generates rules under the worst condition. A software tool is also implemented. © Springer-Verlag Berlin Heidelberg 2007.
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Sakai, H., Ishibashi, R., Koba, K., & Nakata, M. (2007). On possible rules and apriori algorithm in non-deterministic information systems: Part 2. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4482 LNAI, pp. 280–288). Springer Verlag. https://doi.org/10.1007/978-3-540-72530-5_33
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