Adaptive and natural computing algorithms: 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2009
|
| Schriftenreihe: | Lecture notes in computer science
5495 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XVI, 630 S. Ill., graph. Darst. 24 cm |
| ISBN: | 9783642049200 |
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| 245 | 1 | 0 | |a Adaptive and natural computing algorithms |b 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers |c Mikko Kolehmainen ... (ed.) |
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| 650 | 4 | |a Neuronales Netz - Kongress - Kuopio <2009> | |
| 650 | 4 | |a Soft Computing - Kongress - Kuopio <2009> | |
| 650 | 4 | |a Adaptive computing systems |v Congresses | |
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Datensatz im Suchindex
| _version_ | 1820875183566618624 |
|---|---|
| adam_text |
IMAGE 1
TABLE OF CONTENTS
NEURAL NETWORKS AUTOMATIC DISCRIMINATIVE LOSSY BINARY CONVERSION OF
REDUNDANT REAL TRAINING DATA INPUTS FOR SIMPLIFYING AN INPUT DATA SPACE
AND DATA REPRESENTATION 1
ADRIAN HORZYK
ON TRACTABILITY OF NEURAL-NETWORK APPROXIMATION 11
PAUL C. KAINEN, VERA KURKOVA, AND MARCELLO SANGUINEA
HANDLING INCOMPLETE DATA USING EVOLUTION OF IMPUTATION METHODS 22 PAWEL
ZAWISTOWSKI AND MACIEJ GRZENDA
IDEAS ABOUT A REGULARIZED MLP CLASSIFIER BY MEANS OF WEIGHT DECAY
STEPPING 32
PAAVO NIEMINEN AND TOMMI KAERKKAEINEN
CONNECTION STRATEGIES IN ASSOCIATIVE MEMORY MODELS WITH SPIKING AND
NON-SPIKING NEURONS 42
WEILIANG CHEN, REINOUD MAEX, ROD ADAMS, VOLKER STEUBER, LEE CALCRAFL,
AND NEIL DAVEY
SOME ENHANCEMENTS TO ORTHONORMAL APPROXIMATION OF 2D F U N C T I O N S .
. 52 BARTLOMIEJ BELICZYNSKI
SHORTEST COMMON SUPERSTRING PROBLEM WITH DISCRETE NEURAL NETWORKS 62
D. LOPEZ-RODRIGUEZ AND E. MERIDA-CASERMEIRO
A METHODOLOGY FOR DEVELOPING NONLINEAR MODELS BY FEEDFORWARD NEURAL
NETWORKS 72
HENRIK SAXEN AND FRANK PETTERSSON
A PREDICTIVE CONTROL ECONOMIC OPTIMISER AND CONSTRAINT GOVERNOR BASED ON
NEURAL MODELS 79
MACIEJ LAWRYNCZUK
COMPUTATIONALLY EFFICIENT NONLINEAR PREDICTIVE CONTROL BASED ON RBF
NEURAL MULTI-MODELS 89
MACIEJ LAWRYNCZUK
PARALLEL IMPLEMENTATIONS OF RECURRENT NEURAL NETWORK LEARNING 99 UROS
LOTRIC AND ANDREJ DOBNIKAR
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/996813330
DIGITALISIERT DURCH
IMAGE 2
XII TABLE OF CONTENTS
GROWING COMPETITIVE NETWORK FOR TRACKING OBJECTS IN VIDEO SEQUENCES 109
J.M. ORTIZ-DE-LAZCANO-LOBATO, R.M. LUQUE, D. LOPEZ-RODRIGUEZ, AND E.J.
PALOMO
EMISSION ANALYSIS OF A FLUIDIZED BED BOILER BY USING SELF-ORGANIZING
MAPS 119
MIKA LIUKKONEN, MIKKO HEIKKINEN, EERO HAELIKKAE, REIJO KUIVALAINEN, AND
YRJOE HILTUNEN
NETWORK SECURITY USING GROWING HIERARCHICAL SELF-ORGANIZING MAPS . . .
130 E.J. PALOMO, E. DOMINGUEZ, R.M. LUQUE, AND J. MUNOZ
ON DOCUMENT CLASSIFICATION WITH SELF-ORGANISING MAPS 140
JYRI SAARIKOSKI, KALERVO JAERVELIN, JORMA LAURIKKALA, AND MARITI JUHOLA
EVOLUTIONARY COMPUTATION
A HEURISTIC PROCEDURE WITH GUIDED REPRODUCTION FOR CONSTRUCTING COCYCLIC
HADAMARD MATRICES 150
V. ALVAREZ, M.D. FRAU, AND A. OSUNA
TUNING OF LARGE-SCALE LINGUISTIC EQUATION (LE) MODELS WITH GENETIC
ALGORITHMS 161
ESKO K. JUUSO
ELITISTIC EVOLUTION: AN EFFICIENT HEURISTIC FOR GLOBAL OPTIMIZATION 171
FRANCISCO VIVEROS JIMENEZ, EFREN MEZURA-MONTES, AND ALEXANDER GELBUKH
SOLVING THE MULTIPLE SEQUENCE ALIGNMENT PROBLEM USING PROTOTYPE
OPTIMIZATION WITH EVOLVED IMPROVEMENT STEPS 183
JIFI KUBALTK
GRID-ORIENTED SCATTER SEARCH ALGORITHM 193
ANTONIO GOMEZ-IGLESIAS, MIGUEL A. VEGA-RODRIGUEZ, MIGUEL
CARDENAS-MONTES, ENRIQUE M ORALES-RAMOS, AND FRANCISCO CASTEJON-MAGANA
AGENT-BASED GENE EXPRESSION PROGRAMMING FOR SOLVING THE RCPSP/MAX
PROBLEM 203
PIOTR JEDRZEJOWICZ AND EWA RATAJCZAK-ROPEL
FEATURE SELECTION FROM BARKHAUSEN NOISE DATA USING GENETIC ALGORITHMS
WITH CROSS-VALIDATION 213
AKI SORSA AND KAUKO LEIVISKAE
IMAGE 3
TABLE OF CONTENTS XIII
TIME-DEPENDENT PERFORMANCE COMPARISON OF EVOLUTIONARY ALGORITHMS 223
DAVID SHILANE, JARNO MARTIKAINEN, AND SEPPO J. OVASKA
MULTIOBJECTIVE GENETIC PROGRAMMING FOR NONLINEAR SYSTEM IDENTIFICATION
233
LAVINIA FERARIU AND ALINA PATELLI
NEAT IN HYPERNEAT SUBSTITUTED WITH GENETIC PROGRAMMING 243 ZDENEK BUK,
JAN KOUTNIK, AND MIROSLAV SNOREK
SIMULATION STUDIES ON A GENETIC ALGORITHM BASED TOMOGRAPHIE
RECONSTRUCTION USING TIME-OF-FLIGHT DATA FROM ULTRASOUND TRANSMISSION
TOMOGRAPHY 253
SHYAM P. RODALI, KALYANMOY DEB, SUNITH BANDARU, PRABHAT MUNSHI, AND N.N.
KISHORE
ESTIMATION OF SENSOR NETWORK TOPOLOGY USING ANT COLONY OPTIMIZATION 263
KENSUKE TAKAHASHI, SATOSHI KURIHARA, TOSHIO HIROTSU, AND TOSHIHARU
SUGAWARA
LEARNING
SCALABILITY OF LEARNING IMPACT ON COMPLEX PARAMETERS IN RECURRENT NEURAL
NETWORKS 273
BRANKO STER AND ANDREJ DOBNIKAR
A HIERARCHICAL CLASSIFIER WITH GROWING NEURAL GAS CLUSTERING 283 IGOR T.
PODOLAK AND KAMIL BARTOCHA
A GENERATIVE MODEL FOR SELF/NON-SELF DISCRIMINATION IN STRINGS 293 MATTI
POLLA
ON THE EFFICIENCY OF SWAP-BASED CLUSTERING 303
POSI FRANTI AND OLLI VIRMAJOKI
SUM-OF-SQUARES BASED CLUSTER VALIDITY INDEX AND SIGNIFICANCE ANALYSIS
313
QINPEI ZHAO, MANTAO XU, AND POSI FRANTI
SUPPORTING SCALABLE BAYESIAN NETWORKS USING CONFIGURABLE DISCRETIZER
ACTUATORS 323
ISAAC OLUSEGUN OSUNMAKINDE AND ANTOINE BAGULA
STRING DISTANCES AND UNIFORMITIES 333
DAVID W. PEARSON AND JEAN-CHRISTOPHE JANODET
IMAGE 4
XIV TABLE OF CONTENTS
EMERGENT FUTURE SITUATION AWARENESS: A TEMPORAL PROBABILISTIC REASONING
IN THE ABSENCE OF DOMAIN EXPERTS 340
ISAAC OLUSEGUN OSUNMAKINDE AND ANTOINE BAGULA
EFFICIENT HOLD-OUT FOR SUBSET OF REGRESSORS 350
TAPIO PAHIKKALA, HANNA SUOMINEN, JORMA BOBERG, AND TAPIO SALAKOSKI
IMPROVING OPTIMISTIC EXPLORATION IN MODEL-FREE REINFORCEMENT LEARNING
360
MAREK GRZES AND DANIEL KUDENKO
IMPROVING VISUALIZATION, SCALABILITY AND PERFORMANCE OF MULTICLASS
PROBLEMS WITH SVM MANIFOLD LEARNING 370
CATARINA SILVA AND BERNARDETE RIBEIRO
A CAT-LIKE ROBOT REAL-TIME LEARNING TO RUN 380
PAWEL WAWRZYNSKI
CONTROLLING THE EXPERIMENTAL THREE-TANK SYSTEM VIA SUPPORT VECTOR
MACHINES 391
SERDAR IPLIKCI
FEATURE-BASED CLUSTERING FOR ELECTRICITY USE TIME SERIES DATA 401 TEEMU
RAESAENEN AND MIKKO KOLEHMAINEN
THE EFFECT OF DIFFERENT FORMS OF SYNAPTIC PLASTICITY ON PATTERN
RECOGNITION IN THE CEREBELLAR CORTEX 413
GISELI DE SOUSA, ROD ADAMS, NEIL DAVEY, REINOUD MAEX, AND VOLKER STEUBER
SOFT COMPUTING
FUZZY INFERENCE SYSTEMS FOR EFFICIENT NON-INVASIVE ON-LINE TWO-PHASE
FLOW REGIME IDENTIFICATION 423
TATIANA TAMBOURATZIS AND IMRE PAZSIT
MACHINE TUNING OF STABLE ANALYTICAL FUZZY PREDICTIVE CONTROLLERS 430
PIOTR M. MARUSAK
CRISP CLASSIFIERS VS. FUZZY CLASSIFIERS: A STATISTICAL STUDY 440
J.L. JARA AND RODRIGO ACEVEDO-CRESPO
EFFICIENT MODEL PREDICTIVE CONTROL ALGORITHM WITH FUZZY APPROXIMATIONS
OF NONLINEAR MODELS 448
PIOTR M. MARUSAK
DYNAMIC CLASSIFIER SYSTEMS AND THEIR APPLICATIONS TO RANDOM FOREST
ENSEMBLES 458
DAVID STEFKA AND MARTIN HOLENA
IMAGE 5
TABLE OF CONTENTS XV
A FUZZY SHAPE DESCRIPTOR AND INFERENCE BY FUZZY RELAXATION WITH
APPLICATION TO DESCRIPTION OF BONES CONTOURS AT HAND RADIOGRAPHS . . .
469 MARZENA BIELECKA, MAREK SKOMOROWSKI, AND BARTOSZ ZIELINSKI
HOUGH AND FUZZY HOUGH TRANSFORM IN MUSIC TUNES RECOGNITION SYSTEMS 479
MACIEJ HREBIEU AND JOZEF KORBICZ
BIOINFORMATICS
MULTIPLE ORDER GRADIENT FEATURE FOR MACRO-INVERTEBRATE IDENTIFICATION
USING SUPPORT VECTOR MACHINES 489
VILLE TIRRONEN, ANDREA CAPONIO, TOMI HAANPAEAE, AND KRISTIAN MEISSNER
BAYESIAN DIMENSION REDUCTION MODELS FOR MICROARRAY DATA 498 ALBERT D.
SHIEH
GENE SELECTION FOR CANCER CLASSIFICATION THROUGH ENSEMBLE OF METHODS 507
ARTUR WILINSKI, STANISLAW OSOWSKI, AND KRZYSZTOF SIWEK
APPLICATIONS
RULES VERSUS HIERARCHY: AN APPLICATION OF FUZZY SET THEORY TO THE
ASSESSMENT OF SPATIAL GROUPING TECHNIQUES 517
MARTIN WATTS
A NOVEL SIGNAL-BASED APPROACH TO ANOMALY DETECTION IN IDS SYSTEMS 527
LUKASZ SAGANOWSKI, MICHAL CHORAS, RAFAL RENK, AND WITOLD HOTUBOWICZ
EXTRACTING DISCRIMINATIVE FEATURES USING NON-NEGATIVE MATRIX
FACTORIZATION IN FINANCIAL DISTRESS DATA 537
BERNARDETE RIBEIRO, CATARINA SILVA, ARMANDO VIEIRA, AND JOAEO NEVES
EVOLUTIONARY REGRESSION MODELING WITH ACTIVE LEARNING: AN APPLICATION TO
RAINFALL RUNOFF MODELING 548
IVO COUCKUYT, DIRK GORISSEN, HAMED ROUHANI, ERIC LAERMANS, AND TOM
DHAENE
GENE TRAJECTORY CLUSTERING FOR LEARNING THE STOCK MARKET SECTORS 559
DARIE MOLDOVAN AND GHEORGHE COSMIN SILAGHI
ACCURATE PREDICTION OF FINANCIAL DISTRESS OF COMPANIES WITH MACHINE
LEARNING ALGORITHMS 569
ARMANDO S. VIEIRA, JOAEO DUARTE, BERNARDETE RIBEIRO, AND JOAEO C. NEVES
IMAGE 6
XVI TABLE OF CONTENTS
APPROXIMATION SCHEDULING ALGORITHMS FOR SOLVING MULTI-OBJECTS MOVEMENT
SYNCHRONIZATION PROBLEM 577
ZBIGNIEW TARAPATA
AUTOMATIC SEGMENTATION OF BONE TISSUE IN X-RAY HAND IMAGES 590 AYHAN
YUKSEL AND TAMER OLMEZ
AUTOMATIC MORPHING OF FACE IMAGES 600
VITTORIO ZANELLA, GEOVANY RAMIREZ, HECTOR VARGAS, AND LORNA V. ROSAS
A COMPARISON STUDY OF STRATEGIES FOR COMBINING CLASSIFIERS FROM
DISTRIBUTED DATA SOURCES 609
IRENEUSZ CZARNOWSKI AND PIOTR JEDRZEJOWICZ
VISUALIZING TIME SERIES STATE CHANGES WITH PROTOTYPE BASED CLUSTERING
619
MARKUS PYLVAENEN, SAMT AYRAEMOE, AND TONIMI KAERKKAEINEN
AUTHOR INDEX 629 |
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV035788604 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.87 |
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| callnumber-sort | QA 276.87 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 301 |
| classification_tum | DAT 708f DAT 718f DAT 717f |
| ctrlnum | (OCoLC)449849280 (DE-599)DNB996813330 |
| dewey-full | 004 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| genre | (DE-588)1071861417 Konferenzschrift 2009 Kuopio gnd-content |
| genre_facet | Konferenzschrift 2009 Kuopio |
| id | DE-604.BV035788604 |
| illustrated | Illustrated |
| indexdate | 2025-01-10T15:11:34Z |
| institution | BVB |
| institution_GND | (DE-588)16025551-X |
| isbn | 9783642049200 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-018647982 |
| oclc_num | 449849280 |
| open_access_boolean | |
| owner | DE-706 DE-91G DE-BY-TUM DE-83 DE-11 DE-355 DE-BY-UBR |
| owner_facet | DE-706 DE-91G DE-BY-TUM DE-83 DE-11 DE-355 DE-BY-UBR |
| physical | XVI, 630 S. Ill., graph. Darst. 24 cm |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers Mikko Kolehmainen ... (ed.) Berlin [u.a.] Springer 2009 XVI, 630 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 5495 Literaturangaben Bioinformatik - Kongress - Kuopio <2009> Evolutionärer Algorithmus - Kongress - Kuopio <2009> Maschinelles Lernen - Kongress - Kuopio <2009> Neuronales Netz - Kongress - Kuopio <2009> Soft Computing - Kongress - Kuopio <2009> Adaptive computing systems Congresses Bioinformatics Congresses Computer algorithms Congresses Machine learning Congresses Neural computers Congresses Neural networks (Computer science) Congresses Soft Computing (DE-588)4455833-8 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Bioinformatik (DE-588)4611085-9 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2009 Kuopio gnd-content Neuronales Netz (DE-588)4226127-2 s DE-604 Evolutionärer Algorithmus (DE-588)4366912-8 s Maschinelles Lernen (DE-588)4193754-5 s Soft Computing (DE-588)4455833-8 s Bioinformatik (DE-588)4611085-9 s Kolehmainen, Mikko Sonstige oth ICANNGA 9 2009 Kuopio Sonstige (DE-588)16025551-X oth Lecture notes in computer science 5495 (DE-604)BV000000607 5495 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018647982&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers Lecture notes in computer science Bioinformatik - Kongress - Kuopio <2009> Evolutionärer Algorithmus - Kongress - Kuopio <2009> Maschinelles Lernen - Kongress - Kuopio <2009> Neuronales Netz - Kongress - Kuopio <2009> Soft Computing - Kongress - Kuopio <2009> Adaptive computing systems Congresses Bioinformatics Congresses Computer algorithms Congresses Machine learning Congresses Neural computers Congresses Neural networks (Computer science) Congresses Soft Computing (DE-588)4455833-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Bioinformatik (DE-588)4611085-9 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4226127-2 (DE-588)4611085-9 (DE-588)4193754-5 (DE-588)4366912-8 (DE-588)1071861417 |
| title | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers |
| title_auth | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers |
| title_exact_search | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers |
| title_full | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers Mikko Kolehmainen ... (ed.) |
| title_fullStr | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers Mikko Kolehmainen ... (ed.) |
| title_full_unstemmed | Adaptive and natural computing algorithms 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers Mikko Kolehmainen ... (ed.) |
| title_short | Adaptive and natural computing algorithms |
| title_sort | adaptive and natural computing algorithms 9th international conference icannga 2009 kuopio finland april 23 25 2009 revised selected papers |
| title_sub | 9th international conference, ICANNGA 2009, Kuopio, Finland, April 23 - 25, 2009 ; revised selected papers |
| topic | Bioinformatik - Kongress - Kuopio <2009> Evolutionärer Algorithmus - Kongress - Kuopio <2009> Maschinelles Lernen - Kongress - Kuopio <2009> Neuronales Netz - Kongress - Kuopio <2009> Soft Computing - Kongress - Kuopio <2009> Adaptive computing systems Congresses Bioinformatics Congresses Computer algorithms Congresses Machine learning Congresses Neural computers Congresses Neural networks (Computer science) Congresses Soft Computing (DE-588)4455833-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Bioinformatik (DE-588)4611085-9 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd |
| topic_facet | Bioinformatik - Kongress - Kuopio <2009> Evolutionärer Algorithmus - Kongress - Kuopio <2009> Maschinelles Lernen - Kongress - Kuopio <2009> Neuronales Netz - Kongress - Kuopio <2009> Soft Computing - Kongress - Kuopio <2009> Adaptive computing systems Congresses Bioinformatics Congresses Computer algorithms Congresses Machine learning Congresses Neural computers Congresses Neural networks (Computer science) Congresses Soft Computing Neuronales Netz Bioinformatik Maschinelles Lernen Evolutionärer Algorithmus Konferenzschrift 2009 Kuopio |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018647982&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT kolehmainenmikko adaptiveandnaturalcomputingalgorithms9thinternationalconferenceicannga2009kuopiofinlandapril23252009revisedselectedpapers AT icanngakuopio adaptiveandnaturalcomputingalgorithms9thinternationalconferenceicannga2009kuopiofinlandapril23252009revisedselectedpapers |