Data Exploration and Linear Separability
(Sprache: Englisch)
This book presents a unified framework for pattern analysis, based on minimization of convex and piecewise linear (CPL) criterion functions. These criterion functions can be linked to the Perceptron theory of pattern recognition and learning algorithms of...
Leider schon ausverkauft
versandkostenfrei
Buch
71.90 €
35 DeutschlandCard Punkte
sammeln
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenlose Rücksendung
- Ratenzahlung möglich
Produktdetails
Produktinformationen zu „Data Exploration and Linear Separability “
Klappentext zu „Data Exploration and Linear Separability “
This book presents a unified framework for pattern analysis, based on minimization of convex and piecewise linear (CPL) criterion functions. These criterion functions can be linked to the Perceptron theory of pattern recognition and learning algorithms of formal neurons. The basis exchange algorithms provide effective method of CPL functions minimization. From this unifying perspective, and for the first time collected in one book, the theoretical foundation of classification, regression, clustering and visualization, with some applications to the analysis of medical data are discussed. The book is intended for the data mining community concerned with computational foundations and the design of data analysis systems.
Autoren-Porträt von Leon Bobrowski
Bobrowski, LeonProfessor Leon Bobrowski works at the Computer Science Faculty of Bialystok University of Technology and, additionally, in the Laboratory of Biomedical Data Analysis at the Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences in Warsaw.
Bibliographische Angaben
- Autor: Leon Bobrowski
- 2019, 172 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 6139846978
- ISBN-13: 9786139846979
Sprache:
Englisch
Kommentar zu "Data Exploration and Linear Separability"
0 Gebrauchte Artikel zu „Data Exploration and Linear Separability“
| Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
|---|
Schreiben Sie einen Kommentar zu "Data Exploration and Linear Separability".
Kommentar verfassen