Advances in self-organizing maps: 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings
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| Format: | Conference Proceeding Book |
|---|---|
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2011
|
| Series: | Lecture notes in computer science
6731 |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | XII, 368 S. Ill., graph. Darst. 24 cm |
| ISBN: | 9783642215650 3642215653 |
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IMAGE 1
TABLE OF CONTENTS
PLENARIES
TOPOGRAPHIC MAPPING OF DISSIMILARITY DATA 1
BARBARA HAMMER, ANDREJ GISBRECHT, ALEXANDER HASENFUSS, BASSAM MOKBEL,
FRANK-MICHAEL SCHLEIF, AND XIBIN ZHU
CONTEXTUALLY SELF-ORGANIZED MAPS OF CHINESE WORDS 16
TEUVO KOHONEN AND HONGBING XING
FINANCIAL AND SOCIETAL APPLICATIONS
ASSESSING THE EFFICIENCY OF HEALTH CARE PROVIDERS: A SOM PERSPECTIVE 30
MARINA RESTA
FUZZY CLUSTERING OF THE SELF-ORGANIZING MAP: SOME APPLICATIONS ON
FINANCIAL TIME SERIES 40
PETER SARLIN AND TOMAS EKLUND
SELF ORGANIZING MAPS AS MODELS OF SOCIAL PROCESSES: THE CASE OF
ELECTORAL PREFERENCES 51
ANTONIO NEME, SERGIO HERNANDEZ, AND OMAR NEME
THEORY AND METHODOLOGY
ENVSOM: A SOM ALGORITHM CONDITIONED ON THE ENVIRONMENT FOR CLUSTERING
AND VISUALIZATION 61
SERAFIN ALONSO, MIKA SULKAVA, MIGUEL ANGEL PRADA, MANUEL DOMINGUEZ, AND
JAAKKO HOLLMEN
SPECTRAL CLUSTERING AS AN AUTOMATED SOM SEGMENTATION TOOL 71 KADIM
TA§DEMIR
SPARSE FUNCTIONAL RELEVANCE LEARNING IN GENERALIZED LEARNING VECTOR
QUANTIZATION 79
THOMAS VILLMANN AND MARIKA KAESTNER
RELEVANCE LEARNING IN UNSUPERVISED VECTOR QUANTIZATION BASED ON
DIVERGENCES 90
MARIKA KAESTNER, ANDREAS BACKHAUS, TINA GEWENIGER, SVEN HAASE, UDO
SEIFFERT, AND THOMAS VILLMANN
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1011530406
DIGITALISIERT DURCH
IMAGE 2
X TABLE OF CONTENTS
REQUIREMENTS FOR THE LEARNING OF MULTIPLE DYNAMICS 101
TAKASHI OHKUBO, TETSUO FURUKAWA, AND KAZUHIRO TOKUNAGA
GROWING GRAPH NETWORK BASED ON AN ONLINE GAUSSIAN MIXTURE MODEL I LL
KAZUHIRO TOKUNAGA
EVOLVING A SELF-ORGANIZING FEATURE MAP FOR VISUAL OBJECT TRACKING . . .
121 JOSE EVERARDO B. MAIA, GUILHERME A. BARRETO, AND ANDRE LUIS V.
COELHO
TOPOGRAPHIC MEASURE BASED ON EXTERNAL CRITERIA FOR SELF-ORGANIZING MAP
131
KEN-ICHI FUKUI AND MASAYUKI NUMAO
INFLUENCE OF LEARNING RATES AND NEIGHBORING FUNCTIONS ON SELF-ORGANIZING
MAPS 141
PAVEL STEFANOVIC AND OLGA KURASOVA
GAMMA-FILTER SELF-ORGANIZING NEURAL NETWORKS FOR TIME SERIES ANALYSIS
151
PABLO A. ESTEVEZ AND RODRIGO HERNANDEZ
APPLICATIONS OF DATA MINING AND ANALYSIS
SELF-ORGANIZING MAPS OF NUTRITION, LIFESTYLE AND HEALTH SITUATION IN THE
WORLD 160
YASIR MEHMOOD, MUDASSAR ABBAS, XI CHEN, AND TIMO HONKELA
MINING THE CITY DATA: MAKING SENSE OF CITIES WITH SELF-ORGANIZING MAPS
168
OMAR NEME, JRG PULIDO, AND ANTONIO NEME
A DISCUSSION ON VISUAL INTERACTIVE DATA EXPLORATION USING
SELF-ORGANIZING MAPS 178
JULIA MOEHRMANN, ANDRE BURKOVSKI, EVGENY BARANOVSKIY, GEOFFREY-ALEXEIJ
HEINZE, ANDREJ RAPOPORT, AND GUENTHER HEIDEMANN
DESIGN OF A STRUCTURED 3D SOM AS A MUSIC ARCHIVE 188
ARNULFO AZCARRAGA AND SEAN MANALILI
A NOVEL BIOINFORMATICS STRATEGY TO PREDICT DIRECTIONAL CHANGES OF
INFLUENZA A VIRUS GENOME SEQUENCES 198
YUKI IWASAKI, KENNOSUKE WADA, MASAE ITOH, TOSHIMICHI IKEMURA, AND
TAKASHI ABE
IMAGE 3
TABLE OF CONTENTS XI
LANGUAGE PROCESSING AND DOCUMENT ANALYSIS IMPAIRMENT AND REHABILITATION
IN BILINGUAL APHASIA: A SOM-BASED MODEL 207
ULI GRASEMANN, CHALEECE SANDBERG, SWATHI KIRAN, AND RISTO MIIKKULAINEN
GAUSSIAN SELECTION USING SELF-ORGANIZING MAP FOR AUTOMATIC SPEECH
RECOGNITION 218
YUJUN WANG AND HUGO VAN HAMME
SELF ORGANIZING MAPS IN NLP: EXPLORATION OF COREFERENCE FEATURE SPACE
228
ANDRE BURKOVSKI, WILTRUD KESSLER, GUENTHER HEIDEMANN, HAMIDREZA KOBDANI,
AND HINRICH SCHUETZE
ON WIRES AND CABLES: CONTENT ANALYSIS OF WIKILEAKS USING SELF-ORGANISING
MAPS 238
RUDOLF MAYER AND ANDREAS RAUBER
M E D IA M A P: A M U L T I L I N G U AL D O C U M E NT M AP W I TH A D
E S I GN I N T E R F A CE . . . 247
TIMO HONKELA, JORMA LAAKSONEN, HANNELE TOERROE, AND JUHANI TENHUNEN
A NEW LABEL MAXIMIZATION BASED INCREMENTAL NEURAL CLUSTERING APPROACH:
APPLICATION TO TEXT CLUSTERING 257
JEAN-CHARLES LAMIREL, RAGHVENDRA MALL, SHADI AL SHEHABI, AND GHADA SAFI
A SOM-BASED ANALYSIS OF EARLY PROSODIE ACQUISITION OF ENGLISH BY
BRAZILIAN LEARNERS: PRELIMINARY RESULTS 267
ANA CRISTINA C. SILVA, ANA CRISTINA P. MACEDO, AND GUILHERME A. BARRETO
VISUALIZATION AND IMAGE PROCESSING
A GENERAL FRAMEWORK FOR DIMENSIONALITY REDUCTION FOR LARGE DATA SETS 277
BARBARA HAMMER, MICHAEL BIEHL, KERSTIN BUNTE, AND BASSAM MOKBEL
CONSIDERING SPATIALIZATION ASPECTS WHEN POSITIONING INPUT VECTORS ON
SELF-ORGANIZING MAP OUTPUT GRIDS 288
TONIO FINCKE
AIRCRAFT ENGINE FLEET MONITORING USING SELF-ORGANIZING MAPS AND EDIT
DISTANCE 298
ETIENNE COME, MARIE COTTRELL, MICHEL VERLEYSEN, AND JEROME LACAILLE
IMAGE 4
XII TABLE OF CONTENTS
CLASSIFICATION USING TOPOLOGICALLY PRESERVING SPHERICAL SELF-ORGANIZING
MAPS 308
HEIZO TOKUTAKA, MASAAKI OHKITA, YING HAI, KIKUO FUJIMURA, AND MATASHIGE
OYABU
VISUALIZING PATTERNS IN THE AIR QUALITY IN MEXICO CITY WITH
SELF-ORGANIZING MAPS 318
ANTONIO NEME AND LETICIA HERNANDEZ
DECISION OF CLASS BORDERS ON A SPHERICAL SOM WITH NON-EQUAL CLASS
DISTRIBUTIONS 328
NOBUO MATSUDA AND HEIZO TOKUTAKA
ANALYSING THE STRUCTURE OF SEMANTIC CONCEPTS IN VISUAL DATABASES 338
MATS SJOEBERG AND JORMA LAAKSONEN
MAPPING OF THE 3D OBJECTS USING COMPUTER GENERATED HOLOGRAM SOM 348
HIROSHI DOZONO, ASAMI TANAKA, SHINYA NISHIJIMA, HIROSHI TSUKIZI, AND
MASANORI NAKAKUNI
ANALYSING THE SIMILARITY OF ALBUM ART WITH SELF-ORGANISING MAPS 357
RUDOLF MAYER
AUTHOR INDEX 367 |
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| spelling | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings Jorma Laaksonen ... (eds.) Berlin [u.a.] Springer 2011 XII, 368 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 6731 Literaturangaben Selbstorganisierende Karte (DE-588)4305302-6 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Espoo gnd-content Selbstorganisierende Karte (DE-588)4305302-6 s DE-604 Laaksonen, Jorma Sonstige oth WSOM 8 2011 Espoo Sonstige (DE-588)16160515-1 oth Erscheint auch als Online-Ausgabe Advances in Self-Organizing Maps Lecture notes in computer science 6731 (DE-604)BV000000607 6731 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3766168&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022649651&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings Lecture notes in computer science Selbstorganisierende Karte (DE-588)4305302-6 gnd |
| subject_GND | (DE-588)4305302-6 (DE-588)1071861417 |
| title | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings |
| title_auth | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings |
| title_exact_search | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings |
| title_full | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings Jorma Laaksonen ... (eds.) |
| title_fullStr | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings Jorma Laaksonen ... (eds.) |
| title_full_unstemmed | Advances in self-organizing maps 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings Jorma Laaksonen ... (eds.) |
| title_short | Advances in self-organizing maps |
| title_sort | advances in self organizing maps 8th international workshop wsom 2011 espoo finland june 13 15 2011 proceedings |
| title_sub | 8th international workshop , WSOM 2011, Espoo, Finland, June 13 - 15, 2011 ; proceedings |
| topic | Selbstorganisierende Karte (DE-588)4305302-6 gnd |
| topic_facet | Selbstorganisierende Karte Konferenzschrift 2011 Espoo |
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