eBook, PDF

Foundations of Computational Intelligence (eBook, PDF)

Volume 6: Data Mining

Redaktion: Abraham, Ajith; Snásel, Vaclav; Carvalho, André Ponce de Leon F. de; Hassanien, Aboul-Ella
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Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, business, health care, banking, retail, and many others. Advanced representation schemes and computational intelligence techniques such as rough sets, neural networks; decision trees; fuzzy logic; evolutionary algorithms; artificial immune systems; swarm...

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