Verfügbarkeit: Computational intelligence in intelligent data analysis

Computational intelligence in intelligent data analysis:

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 mathemati...

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Weitere Verfasser:	Moewes, Christian (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Berlin [u.a.] Springer 2013
Schriftenreihe:	Studies in computational intelligence 445
Schlagworte:	Ingenieurwissenschaften Künstliche Intelligenz Engineering Artificial intelligence Soft Computing Datenanalyse Aufsatzsammlung
Online-Zugang:	BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract
Zusammenfassung:	<p>Complex systems and their phenomena are ubiquitous as they can be<br>found in biology, finance, the humanities, management sciences,<br>medicine, physics and similar fields.</p><p>For many problems in these fields, there are no conventional ways to<br>mathematically or analytically solve them completely at low cost. On<br>the other hand, nature already solved many optimization problems<br>efficiently. Computational intelligence attempts to mimic<br>nature-inspired problem-solving strategies and methods.</p><p>These strategies can be used to study, model and analyze complex<br>systems such that it becomes feasible to handle them. Key areas of<br>computational intelligence are artificial neural networks,<br>evolutionary computation and fuzzy systems.</p><p>As only a few researchers in that field, Rudolf Kruse has contributed<br>in many important ways to the understanding, modeling and application<br>of computational intelligence methods. On occasion of his 60th<br>birthday, a collection of original papers of leading researchers in<br>the field of computational intelligence has been collected in this<br>volume. </p>
Beschreibung:	<p>Part I Fuzzy Data Analysis -- <p>Part II Hybrid Intelligent Systems -- <p>Part III Uncertainty in Knowledge-based Systems -- <p>Part IV Intelligent Data Analysis -- <p>Part V Applications -- <p>Part VI Closing Remarks.</p></p><p></p><p></p><p></p><p></p><p>
Beschreibung:	1 Online-Ressource (X, 306 p. 90 illus)
ISBN:	9783642323782
DOI:	10.1007/978-3-642-32378-2

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Datensatz im Suchindex

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adam_text	COMPUTATIONAL INTELLIGENCE IN INTELLIGENT DATA ANALYSIS / : 2013 TABLE OF CONTENTS / INHALTSVERZEICHNIS 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. COMPUTATIONAL INTELLIGENCE IN INTELLIGENT DATA ANALYSIS / : 2013 ABSTRACT / INHALTSTEXT 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle	Computational intelligence in intelligent data analysis Studies in computational intelligence Ingenieurwissenschaften Künstliche Intelligenz Engineering Artificial intelligence Soft Computing (DE-588)4455833-8 gnd Datenanalyse (DE-588)4123037-1 gnd
subject_GND	(DE-588)4455833-8 (DE-588)4123037-1 (DE-588)4143413-4
title	Computational intelligence in intelligent data analysis
title_auth	Computational intelligence in intelligent data analysis
title_exact_search	Computational intelligence in intelligent data analysis
title_full	Computational intelligence in intelligent data analysis Christian Moewes ... (eds.)
title_fullStr	Computational intelligence in intelligent data analysis Christian Moewes ... (eds.)
title_full_unstemmed	Computational intelligence in intelligent data analysis Christian Moewes ... (eds.)
title_short	Computational intelligence in intelligent data analysis
title_sort	computational intelligence in intelligent data analysis
topic	Ingenieurwissenschaften Künstliche Intelligenz Engineering Artificial intelligence Soft Computing (DE-588)4455833-8 gnd Datenanalyse (DE-588)4123037-1 gnd
topic_facet	Ingenieurwissenschaften Künstliche Intelligenz Engineering Artificial intelligence Soft Computing Datenanalyse Aufsatzsammlung
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