Logic mining in neural network: reverse analysis method

Neural networks are becoming very popular with data mining practitioners because they have proven through comparison their predictive power with statistical techniques using real data sets. Based on this idea, we will present a method for inducing logical rules from empirical data—Reverse Analysis....

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Veröffentlicht in:	Computing 2011-02, Vol.91 (2), p.119-133
Hauptverfasser:	Sathasivam, Saratha, Wan Abdullah, Wan Ahmad Tajuddin
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithmics. Computability. Computer arithmetics Algorithms Applied sciences Artificial Intelligence Computer Appl. in Administrative Data Processing Computer Communication Networks Computer Science Computer science control theory systems Data analysis Data mining Datasets Energy Exact sciences and technology Information Systems Applications (incl.Internet) Logic Logic programming Mathematics Methods of scientific computing (including symbolic computation, algebraic computation) Neural networks Neurons Numerical analysis Numerical analysis. Scientific computation Optimization Sciences and techniques of general use Software Engineering Statistical methods Studies Theoretical computing
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