Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Reverse Clustering: Formulation, Interpretation and Case Studies

Reverse Clustering: Formulation, Interpretation and Case Studies

Owsiński, Jan W.
Stańczak, Jaroslaw
Opara, Karol

Paperback

Series: Studies in Computational Intelligence, Book 957

Technology & EngineeringGeneral Computers

ISBN10: 3030693619
ISBN13: 9783030693619
Publisher: Springer Nature
Published: Mar 5 2022
Pages: 101
Weight: 0.39
Height: 0.25 Width: 6.14 Depth: 9.21
Language: English

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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