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Books > Computing & IT > Applications of computing > Artificial intelligence
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Reverse Clustering - Formulation, Interpretation and Case Studies (Paperback, 1st ed. 2021)
Loot Price: R3,439
Discovery Miles 34 390
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Reverse Clustering - Formulation, Interpretation and Case Studies (Paperback, 1st ed. 2021)
Series: Studies in Computational Intelligence, 957
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This book presents a new perspective on and a new approach to a
wide spectrum of situations, related to data analysis, actually, a
kind of a new paradigm. Namely, for a given data set and its
partition, whose origins may be of any kind, the authors try to
reconstruct this partition on the basis of the data set given,
using very broadly conceived clustering procedure. The main
advantages of this new paradigm concern the substantive aspects of
the particular cases considered, mainly in view of the variety of
interpretations, which can be assumed in the framework of the
paradigm. Due to the novel problem formulation and the flexibility
in the interpretations of this problem and its components, the
domains, which are encompassed (or at least affected) by the
potential use of the paradigm, include cluster analysis,
classification, outlier detection, feature selection, and even
factor analysis as well as geometry of the data set. The book is
useful for all those who look for new, nonconventional approaches
to their data analysis problems.
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