Holdings: Advances in machine learning I

Advances in machine learning I: dedicated to the memory of Professor Ryszard S. Michalski

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Bibliographic Details
Other Authors:	Koronacki, Jacek 1945- (Editor)
Format:	Book
Language:	English
Published:	Berlin[u.a.] Springer 2010
Series:	Studies in computational intelligence 262
Subjects:	Festschrift
Online Access:	Inhaltsverzeichnis
Item Description:	Erscheint: Januar 2010
Physical Description:	XIX, 518 S. Ill., graph. Darst.
ISBN:	9783642051760

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MARC


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Record in the Search Index

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adam_text	TABLE OF CONTENTS PART I: INTRODUCTORY CHAPTERS RYSZARD S. MICHALSKI: THE VISION AND EVOLUTION OF MACHINE LEARNING... 3 JANUSZ WOJTUSIAK AND KENNETH A. KAUFMAN THE AQ METHODS FOR CONCEPT DRIFT 23 MARCUS A. M ALOOF MACHINE LEARNING ALGORITHMS INSPIRED BY THE WORK OF RYSZARD SPENCER MICHALSKI 49 KRZYSZTOF J. CIOS AND LUKASZ A. KURGAN INDUCTIVE LEARNING: A COMBINATORIAL OPTIMIZATION APPROACH 75 JANUSZ KACPRZYK AND GRAZYNA SZKATUTA PART II: GENERAL ISSUES FROM ACTIVE TO PROACTIVE LEARNING METHODS 97 PINAR DONMEZ AND JAIME G. CARBONELL EXPLICIT FEATURE CONSTRUCTION AND MANIPULATION FOR COVERING RULE LEARNING ALGORITHMS 121 NADA LAVRAC, JOHANNES FIIRNKRANZ, AND DRAGAN GAMBERGER TRANSFER LEARNING VIA ADVICE TAKING 147 LISA TORREY, JUDE SHAVLIK, TREVOR WALKER, AND RICHARD MACLIN PART III: CLASSIFICATION AND BEYOND DETERMINING THE BEST CLASSIFICATION ALGORITHM WITH RECOURSE TO SAMPLING AND METALEARNING 173 PAVEL BRAZDIL AND RUI LEITE TRANSDUCTIVE LEARNING FOR SPATIAL DATA CLASSIFICATION 189 MICHELANGELO CECI, ANNALISA APPICE, AND DONATO MALERBA BEYOND SEQUENTIAL COVERING - BOOSTED DECISION RULES 209 KRZYSZTOF DEMBCZYNSKI, WOJCIECH KOTLOWSKI, AND ROMAN SLOWIRISKI AN ANALYSIS OF RELEVANCE VECTOR MACHINE REGRESSION 227 MATTI BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/997433051 DIGITALISIERT DURCH XVIII TABLE OF CONTENTS CREATING RULE ENSEMBLES FROM AUTOMATICALLY-EVOLVED RULE INDUCTION ALGORITHMS 257 GISELE L. PAPPA AND ALEX A. FREITAS STRUCTURED HIDDEN MARKOV MODEL VERSUS STRING KERNEL MACHINES FOR SYMBOLIC SEQUENCE CLASSIFICATION 275 UGO GALASSI, MARCO BOTTA, AND LORENZA SAITTA PART IV: SOFT COMPUTING PARTITION MEASURES FOR DATA MINING 299 RONALD R. YAGER AN ANALYSIS OF THE FURIA ALGORITHM FOR FUZZY RULE INDUCTION 321 JENS CHRISTIAN HIIHN AND EYKE HUELLERMEIER INCREASING INCOMPLETENESS OF DATA SETS*A STRATEGY FOR INDUCING BETTER RULE SETS 345 JERZY W. GRZYMALA-BUSSE AND WITOLD J. GRZYMALA-BUSSE KNOWLEDGE DISCOVERY USING ROUGH SET THEORY 367 YAILE CABALLERO, RAFAEL BELLO, LETICIA ARCO, MARIA GARCIA, AND ENISLAY RAMENTOL MACHINE LEARNING TECHNIQUES FOR PROSTATE ULTRASOUND IMAGE DIAGNOSIS 385 ABOUL ELLA HASSANIEN, HAMEED AL-QAHERI, VACLAV SNASEL, AND JAMES F. PETERS SEGMENTATION OF BREAST CANCER FINE NEEDLE BIOPSY CYTOLOGICAL IMAGES USING FUZZY CLUSTERING 405 MAREK KOWAL AND JOZEF KORBICZ PART V: MACHINE LEARNING FOR ROBOTICS AUTOMATIC SELECTION OF OBJECT RECOGNITION METHODS USING REINFORCEMENT LEARNING 421 REINALDO A.C. BIANCHI, ARNAU RAMISA, AND RAMON LOPEZ DE MANTARAS COMPARISO TABLE OF CONTENTS XIX PART VI: NEURAL NETWORKS AND OTHER NATURE INSPIRED APPROACHES QUO VADIS? RELIABLE AND PRACTICAL RULE EXTRACTION FROM NEURAL NETWORKS 479 JOACHIM, DIEDERICH, ALAN B. TICKLE, AND SHLOMO G EVA LEARNING AND EVOLUTION OF AUTONOMOUS ADAPTIVE AGENTS 491 VLADIMIR G. RED KO AND DANIL V. PROKHOROV LEARNING AND UNLEARNING IN HOPFIELD-LIKE NEURAL NETWORK PERFORMING BOOLEAN FACTOR ANALYSIS 501 A.A. FROLOV, D. HUSEK, LP. MURAVIEV, AND P.Y. POLYAKOV AUTHOR INDEX 519
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indexdate	2024-07-09T22:10:16Z
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isbn	9783642051760
language	English
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physical	XIX, 518 S. Ill., graph. Darst.
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series	Studies in computational intelligence
series2	Studies in computational intelligence
spelling	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski Jacek Koronacki ... (eds.) Berlin[u.a.] Springer 2010 XIX, 518 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies in computational intelligence 262 Erscheint: Januar 2010 (DE-588)4016928-5 Festschrift gnd-content Koronacki, Jacek 1945- (DE-588)141090561 edt Michalski, Ryszard S. 1937-2007 (DE-588)11030196X hnr Studies in computational intelligence 262 (DE-604)BV020822171 262 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018940638&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski Studies in computational intelligence
subject_GND	(DE-588)4016928-5
title	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski
title_auth	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski
title_exact_search	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski
title_full	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski Jacek Koronacki ... (eds.)
title_fullStr	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski Jacek Koronacki ... (eds.)
title_full_unstemmed	Advances in machine learning I dedicated to the memory of Professor Ryszard S. Michalski Jacek Koronacki ... (eds.)
title_short	Advances in machine learning I
title_sort	advances in machine learning i dedicated to the memory of professor ryszard s michalski
title_sub	dedicated to the memory of Professor Ryszard S. Michalski
topic_facet	Festschrift
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018940638&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV020822171
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