Blick ins Buch

Computational Intelligence in Intelligent Data Analysis

Christian Moewes, Andreas Nürnberger (Herausgeber)

Buch | Hardcover

X, 306 Seiten

2012
Springer Berlin (Verlag)
9783642323775 (ISBN)

Lese- und Medienproben

Inhaltsverzeichnis (PDF)
Blick ins Buch (midvox)

Artikel merken

Complex systems and their phenomena are ubiquitous as they can be
found in biology, finance, the humanities, management sciences,
medicine, physics and similar fields.

For many problems in these fields, there are no conventional ways to
mathematically or analytically solve them completely at low cost. On
the other hand, nature already solved many optimization problems
efficiently. Computational intelligence attempts to mimic
nature-inspired problem-solving strategies and methods.

These strategies can be used to study, model and analyze complex
systems such that it becomes feasible to handle them. Key areas of
computational intelligence are artificial neural networks,
evolutionary computation and fuzzy systems.

As only a few researchers in that field, Rudolf Kruse has contributed
in many important ways to the understanding, modeling and application
of computational intelligence methods. On occasion of his 60th
birthday, a collection of original papers of leading researchers in
the field of computational intelligence has been collected in this
volume.

Part I Fuzzy Data Analysis.-

Part II Hybrid Intelligent Systems.-

Part III Uncertainty in Knowledge-based Systems.-

Part IV Intelligent Data Analysis.-

Part V Applications.-

Part VI Closing Remarks.

Erscheint lt. Verlag	23.8.2012
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	X, 306 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	595 g
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Informatik ► Web / Internet
	Technik
Schlagworte	Computational Intelligence • Datenanalyse • Intelligent Data Analysis • Künstliche Intelligenz
ISBN-13	9783642323775 / 9783642323775
Zustand	Neuware