Full learning Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications
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  Full learning Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications
Author tareqalaaadmin Category : E-books

Full learning Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications


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The importance of counting on effective and profitable methods for the mining of data and discovery of knowledge (DM) is increasing quickly. This also must to the ample use of fasting and power of economic calculation and storage medias of data and the harvesting of great amounts of data in almost all the aspects of the human activity and the interests. Whereas the methods have been developed numerous, the approach of this book the algorithms and the applications appear that use a popular method that has been formulated in terms of binary attributes, that is to say, by the defined boolean functions in several attributes that easily are transformed into rules that can express the new knowledge. This book presents/displays the methods that they have to do with the mining of data and aspects of discovery of knowledge of an intuitive way, in a natural sequence, and of a way that can easily be understood and be interpreted by an ample range of experts and end users. The presentation provides a unique perspective in the essence of some fundamental questions of German marks, many of which comes from important applications of the real life as the diagnosis of breast cancer. Applications and algorithms are accompanied by extensive experimental results and they appear of a way like any person with a minimum bottom in mathematics and sciences of the computation can be benefitted from the exhibition. The rigor in the mathematics and the algorithmic development is not seen it jeopardize and each chapter of systematic form offers some possible extensions for future investigations.
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