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E-grāmata: Advances in Self-Organizing Maps: 8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings

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This book constitutes the refereed proceedings of the 8th International Workshop on Self-Organizing Maps, WSOM 2011, held in Espoo, Finland, in June 2011. The 36 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on plenaries; financial and societal applications; theory and methodology; applications of data mining and analysis; language processing and document analysis; and visualization and image processing.
Plenaries
Topographic Mapping of Dissimilarity Data
1(15)
Barbara Hammer
Andrej Gisbrecht
Alexander Hasenfuss
Bassam Mokbel
Frank-Michael Schleif
Xibin Zhu
Contextually Self-Organized Maps of Chinese Words
16(14)
Teuvo Kohonen
Hongbing Xing
Financial and Societal Applications
Assessing the Efficiency of Health Care Providers: A SOM Perspective
30(10)
Marina Resta
Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series
40(11)
Peter Sarlin
Tomas Eklund
Self Organizing Maps as Models of Social Processes: The Case of Electoral Preferences
51(10)
Antonio Neme
Sergio Hernandez
Omar Neme
Theory and Methodology
EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization
61(10)
Serafin Alonso
Mika Sulkava
Miguel Angel Prada
Manuel Dominguez
Jaakko Hollmen
Spectral Clustering as an Automated SOM Segmentation Tool
71(8)
Kadim Tasdemir
Sparse Functional Relevance Learning in Generalized Learning Vector Quantization
79(11)
Thomas Villmann
Marika Kastner
Relevance Learning in Unsupervised Vector Quantization Based on Divergences
90(11)
Marika Kastner
Andreas Backhaus
Tina Geweniger
Sven Haase
Udo Seiffert
Thomas Villmann
Requirements for the Learning of Multiple Dynamics
101(10)
Takashi Ohkubo
Tetsuo Furukawa
Kazuhiro Tokunaga
Growing Graph Network Based on an Online Gaussian Mixture Model
111(10)
Kazuhiro Tokunaga
Evolving a Self-Organizing Feature Map for Visual Object Tracking
121(10)
Jose Everardo B. Maia
Guilherme A. Barreto
Andre Luis V. Coelho
Topographic Measure Based on External Criteria for Self-Organizing Map
131(10)
Ken-ichi Fukui
Masayuki Numao
Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps
141(10)
Pavel Stefanovi
Olga Kurasova
Gamma-Filter Self-Organizing Neural Networks for Time Series Analysis
151(9)
Pablo A. Estevez
Rodrigo Hernandez
Applications of Data Mining and Analysis
Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World
160(8)
Yasir Mehmood
Mudassar Abbas
Xi Chen
Timo Honkela
Mining the City Data: Making Sense of Cities with Self-Organizing Maps
168(10)
Omar Neme
J.R.G. Pulido
Antonio Neme
A Discussion on Visual Interactive Data Exploration Using Self-Organizing Maps
178(10)
Julia Moehrmann
Andre Burkovski
Evgeny Baranovskiy
Geoffrey-Alexeij Heinze
Andrej Rapoport
Gunther Heidemann
Design of a Structured 3D SOM as a Music Archive
188(10)
Arnulfo Azcarraga
Sean Manalili
A Novel Bioinformatics Strategy to Predict Directional Changes of Influenza A Virus Genome Sequences
198(9)
Yuki Iwasaki
Kennosuke Wada
Masae Itoh
Toshimichi Ikemura
Takashi Abe
Language Processing and Document Analysis
Impairment and Rehabilitation in Bilingual Aphasia: A SOM-Based Model
207(11)
Uli Grasemann
Chaleece Sandberg
Swathi Kiran
Risto Miikkulainen
Gaussian Selection Using Self-Organizing Map for Automatic Speech Recognition
218(10)
Yujun Wang
Hugo Van Hamme
Self Organizing Maps in NLP: Exploration of Coreference Feature Space
228(10)
Andre Burkovski
Wiltrud Kessler
Gunther Heidemann
Hamidreza Kobdani
Hinrich Schutze
On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps
238(9)
Rudolf Mayer
Andreas Rauber
Media Map: A Multilingual Document Map with a Design Interface
247(10)
Timo Honkela
Jorma Laaksonen
Hannele Torro
Juhani Tenhunen
A New Label Maximization Based Incremental Neural Clustering Approach: Application to Text Clustering
257(10)
Jean-Charles Lamirel
Raghvendra Mali
Shadi Al Shehabi
Ghada Safi
A SOM-Based Analysis of Early Prosodic Acquisition of English by Brazilian Learners: Preliminary Results
267(10)
Ana Cristina C. Silva
Ana Cristina P. Macedo
Guilherme A. Barreto
Visualization and Image Processing
A General Framework for Dimensionality Reduction for Large Data Sets
277(11)
Barbara Hammer
Michael Biehl
Kerstin Bunte
Bassam Mokbel
Considering Spatialization Aspects When Positioning Input Vectors on Self-Organizing Map Output Grids
288(10)
Tonio Fincke
Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance
298(10)
Etienne Come
Marie Cottrell
Michel Verleysen
Jerome Lacaille
Classification Using Topologically Preserving Spherical Self-Organizing Maps
308(10)
Heizo Tokutaka
Masaaki Ohkita
Ying Hai
Kikuo Fujimura
Matashige Oyabu
Visualizing Patterns in the Air Quality in Mexico City with Self-Organizing Maps
318(10)
Antonio Neme
Leticia Hernandez
Decision of Class Borders on a Spherical SOM with Non-equal Class Distributions
328(10)
Nobuo Matsuda
Heizo Tokutaka
Analysing the Structure of Semantic Concepts in Visual Databases
338(10)
Mats Sjoberg
Jorma Laaksonen
Mapping of the 3D Objects Using Computer Generated Hologram SOM
348(9)
Hiroshi Dozono
Asami Tanaka
Shinya Nishijima
Hiroshi Tsukizi
Masanori Nakakuni
Analysing the Similarity of Album Art with Self-Organising Maps
357(10)
Rudolf Mayer
Author Index 367