Advances in machine learning I: dedicated to the memory of Professor Ryszard S. Michalski
Gespeichert in:
| Weitere beteiligte Personen: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Berlin[u.a.]
Springer
2010
|
| Schriftenreihe: | Studies in computational intelligence
262 |
| Schlagwörter: | |
| Links: | 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 |
| Beschreibung: | Erscheint: Januar 2010 |
| Umfang: | XIX, 518 S. Ill., graph. Darst. |
| ISBN: | 9783642051760 |
Internformat
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Datensatz im Suchindex
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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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| genre_facet | Festschrift |
| id | DE-604.BV036048910 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T14:05:37Z |
| institution | BVB |
| isbn | 9783642051760 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-018940638 |
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| physical | XIX, 518 S. Ill., graph. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Springer |
| record_format | marc |
| series | Studies in computational intelligence |
| series2 | Studies in computational intelligence |
| 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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