Übersicht			Auf mobile öffnen

Lieferstatus:	Auf Bestellung (Lieferzeit unbekannt)
Veröffentlichung:	September 2019
Genre:	EDV / Informatik
	advanced data analysis / Automatic control engineering / Computational Intelligence / Dimensionality Reduction / granular computing applications / hybrid learning models / Machine Learning Theory / Support Vector Machines / TECHNOLOGY & ENGINEERING / Automation mehr...
ISBN:	9780367394240
EAN-Code:	9780367394240
Verlag:	Taylor and Francis
Einband:	Kartoniert
Sprache:	English
Serie:	Chapman & Hall/CRC Computer Science & Data Analysis
Dimensionen:	H 234 mm / B 156 mm / D
Gewicht:	385 gr
Seiten:	280
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

This valuable text addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. Organized into eight chapters, the book begins by introducing PR, data mining, and knowledge discovery concepts. The authors proceed to analyze the tasks of multi-scale data condensation and dimensionality reduction. Then they explore the problem of learning with support vector machine (SVM), and conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.