Titlebook: Observational Calculi and Association Rules; Jan Rauch Book 2013 Springer-Verlag Berlin Heidelberg 2013 Association Rules.Computational In

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GUHA Method and the LISp-Miner Systemwhich deals with association rules studied in previous parts of this book. The ASSOC procedure uses results of logic of association rules achieved in [18] and also in the previous parts of this book. The relation of the GUHA procedure ASSOC to observational calculi and logic of association rules is clarified in Sect. 14.1.

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1860-949X ules as formula of special observational calculiObservational calculi were introduced in the 1960’s as a tool of logic of discovery. Formulas of observational calculi correspond to assertions on analysed data. Truthfulness of suitable assertions can lead to acceptance of new scientific hypotheses. T

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Book 2013lysed data. Truthfulness of suitable assertions can lead to acceptance of new scientific hypotheses. The general goal was to automate the process of discovery of scientific knowledge using mathematical logic and statistics. The GUHA method for producing true formulas of observational calculi relevan

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4ft-quantifiersto the definition of so called founded and supported versions of 4ft-quantifiers and also to the use of combinations of particular 4ft-quantifiers. We call such 4ft-quantifiers as compound 4ft-quantifiers. Founded, supported and compound 4ft-quantifiers are introduced in Sect. 4.4.

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Useful Resultstivated 4ft-quantifiers. Useful results on statistically motivated 4ft-quantifiers are proved in this chapter. These results are later used when proving relations of particular statistically motivated 4ft-quantifiers to particular classes of 4ft-quantifiers as well as when proving additional theoretical results.

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Deduction Rulesinto a question of whether several propositional formulas are tautologies or not. These propositional formulas are created from an antecedent and a succedent of a given rule in a way depending on the class a 4ft-quantifier in question belongs to.

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