Verfügbarkeit: Learning classifier systems in data mining

Learning classifier systems in data mining: with 53 tables

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Bibliographische Detailangaben
Weitere Verfasser:	Bull, Larry (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Berlin ; Heidelberg Springer 2008
Schriftenreihe:	Studies in computational intelligence 125
Schlagworte:	Data Mining Automatische Klassifikation Maschinelles Lernen Aufsatzsammlung
Online-Zugang:	Inhaltsverzeichnis
Beschreibung:	Literaturangaben
Beschreibung:	IX, 230 S. Ill., graph. Darst.
ISBN:	9783540789789 9783540789796

Internformat

MARC


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Datensatz im Suchindex

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adam_text	CONTENTS LEARNING CLASSIFIER SYSTEMS IN DATA MINING: AN INTRODUCTION LARRY BULL, ESTER BERNADO-MANSILLA, AND JOHN HOLMES 1 1 INTRODUCTION 1 2 HOLLAND'S LCS 2 3 WILSON'S ZCS 4 4 WILSON'S XCS 6 5 PITTSBURGH-STYLE LCS 7 6 PREVIOUS RESEARCH ON LCS IN DATA MINING 8 7 LEARNING CLASSIFIER SYSTEMS IN DATA MINING: AN OVERVIEW 10 8 SUMMARY 12 REFERENCES 12 DATA MINING IN PROTEOMICS WITH LEARNING CLASSIFIER SYSTEMS JAUME BACARDIT, MICHAEL STOUT, JONATHAN D. HIRST, AND NATALIO KRASNOGOR 17 1 INTRODUCTION 17 2 PROBLEM DEFINITION 19 2.1 PROTEIN STRUCTURE AND COORDINATION NUMBER PREDICTION 19 2.2 HP MODELS 21 3 THE GASSIST LEARNING CLASSIFIER SYSTEM 22 4 EXPERIMENTAL FRAMEWORK 24 4.1 EXPERIMENTAL BATTERY I: PRIMARY SEQUENCE AND COORDINATION NUMBER 24 4.2 EXPERIMENTAL BATTERY II: ASSESSMENT OF INPUT INFORMATION SOURCES AND CLASS PARTITIONS FOR COORDINATION NUMBER 2G 5 RESULTS 29 5.1 EXPERIMENTAL BATTERY I 29 5.2 EXPERIMENTAL BATTERY II 31 GESCANNT DURCH BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/987805274 DIGITALISIERT DURCH * * * * * * REFERENCES 227 CONTENTS IX 4.2 VALIDATION PERIOD FROM 1981 TO 1995 180 4.3 VALIDATION PERIOD FROM 1975 TO 1995 182 5 CONCLUSIONS 186 REFERENCES 187 TOWARDS CLUSTERING WITH LEARNING CLASSIFIER SYSTEMS KREANGSAK TAMEE, LARRY BULL, AND OUEN PINNGERN 191 1 INTRODUCTION 191 2 A SIMPLE LCS FOR CLUSTERING 192 3 INITIAL PERFORMANCE 194 4 RULE COMPACTION 195 5 MODIFYING XCS FOR CLUSTERING 197 6 LOCAL SEARCH 198 7 ADAPTIVE THRESHOLD PARAMETER 199 8 INCREASED COMPLEXITY 201 9 CONCLUSIONS 201 REFERENCES 203 A COMPARATIVE STUDY OF SEVERAL GENETIC-BASED SUPERVISED LEARNING SYSTEMS ALBERT ORRIOLS-PUIG, JORGE CASILLAS, AND ESTER BERNADO-MANSILLA 205 1 INTRODUCTION 205 2 GENETIC-BASED MACHINE LEARNING 206 3 DESCRIPTION THE GBML SYSTEMS USED IN THE COMPARISON 208 3.1 UCS 208 3.2 GASSIST 209 3.3 SLAVE 210 3.4 FUZZY ADABOOST 212 3.5 FUZZY LOGITBOOST 213 4 EXPERIMENTATION 214 4.1 METHODOLOGY 215 4.2 RESULTS 218 5 SUMMARY AND CONCLUSIONS 227
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discipline	Informatik
format	Electronic eBook
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spelling	Learning classifier systems in data mining with 53 tables Larry Bull ... (ed.) Berlin ; Heidelberg Springer 2008 IX, 230 S. Ill., graph. Darst. txt rdacontent c rdamedia cr rdacarrier Studies in computational intelligence 125 Literaturangaben Data Mining (DE-588)4428654-5 gnd rswk-swf Automatische Klassifikation (DE-588)4120957-6 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Mining (DE-588)4428654-5 s Maschinelles Lernen (DE-588)4193754-5 s Automatische Klassifikation (DE-588)4120957-6 s DE-604 Bull, Larry edt Studies in computational intelligence 125 (DE-604)BV020822171 125 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017089293&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Learning classifier systems in data mining with 53 tables Studies in computational intelligence Data Mining (DE-588)4428654-5 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
subject_GND	(DE-588)4428654-5 (DE-588)4120957-6 (DE-588)4193754-5 (DE-588)4143413-4
title	Learning classifier systems in data mining with 53 tables
title_auth	Learning classifier systems in data mining with 53 tables
title_exact_search	Learning classifier systems in data mining with 53 tables
title_full	Learning classifier systems in data mining with 53 tables Larry Bull ... (ed.)
title_fullStr	Learning classifier systems in data mining with 53 tables Larry Bull ... (ed.)
title_full_unstemmed	Learning classifier systems in data mining with 53 tables Larry Bull ... (ed.)
title_short	Learning classifier systems in data mining
title_sort	learning classifier systems in data mining with 53 tables
title_sub	with 53 tables
topic	Data Mining (DE-588)4428654-5 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
topic_facet	Data Mining Automatische Klassifikation Maschinelles Lernen Aufsatzsammlung
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017089293&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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work_keys_str_mv	AT bulllarry learningclassifiersystemsindataminingwith53tables

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