8. WSOM 2011: Espoo, Finland

Plenaries

• Barbara Hammer, Andrej Gisbrecht, Alexander Hasenfuss, Bassam Mokbel, Frank-Michael Schleif, Xibin Zhu:
  Topographic Mapping of Dissimilarity Data. 1-15
  
• Teuvo Kohonen, Hongbing Xing:
  Contextually Self-Organized Maps of Chinese Words. 16-29
  

Financial and Societal Applications

• Marina Resta:
  Assessing the Efficiency of Health Care Providers: A SOM Perspective. 30-39
  
• Peter Sarlin, Tomas Eklund:
  Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series. 40-50
  
• Antonio Neme, Sergio Hernández, Omar Neme:
  Self Organizing Maps as Models of Social Processes: The Case of Electoral Preferences. 51-60
  

Theory and Methodology

• Serafín Alonso, Mika Sulkava, Miguel A. Prada, Manuel Domínguez-González, Jaakko Hollmén:
  EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization. 61-70
  
• Kadim Tasdemir:
  Spectral Clustering as an Automated SOM Segmentation Tool. 71-78
  
• Thomas Villmann, Marika Kästner:
  Sparse Functional Relevance Learning in Generalized Learning Vector Quantization. 79-89
  
• Marika Kästner, Andreas Backhaus, Tina Geweniger, Sven Haase, Udo Seiffert, Thomas Villmann:
  Relevance Learning in Unsupervised Vector Quantization Based on Divergences. 90-100
  
• Takashi Ohkubo, Tetsuo Furukawa, Kazuhiro Tokunaga:
  Requirements for the Learning of Multiple Dynamics. 101-110
  
• Kazuhiro Tokunaga:
  Growing Graph Network Based on an Online Gaussian Mixture Model. 111-120
  
• José Everardo Bessa Maia, Guilherme De A. Barreto, André Luís Vasconcelos Coelho:
  Evolving a Self-Organizing Feature Map for Visual Object Tracking. 121-130
  
• Ken-ichi Fukui, Masayuki Numao:
  Topographic Measure Based on External Criteria for Self-Organizing Map. 131-140
  
• Pavel Stefanovic, Olga Kurasova:
  Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps. 141-150
  
• Pablo A. Estévez, Rodrigo Hernández:
  Gamma-Filter Self-Organizing Neural Networks for Time Series Analysis. 151-159
  

Applications of Data Mining and Analysis

• Yasir Mehmood, Mudassar Abbas, Xi Chen, Timo Honkela:
  Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World. 160-167
  
• Omar Neme, J. R. G. Pulido, Antonio Neme:
  Mining the City Data: Making Sense of Cities with Self-Organizing Maps. 168-177
  
• Julia Moehrmann, Andre Burkovski, Evgeny Baranovskiy, Geoffrey-Alexeij Heinze, Andrej Rapoport, Gunther Heidemann:
  A Discussion on Visual Interactive Data Exploration Using Self-Organizing Maps. 178-187
  
• Arnulfo P. Azcarraga, Sean Manalili:
  Design of a Structured 3D SOM as a Music Archive. 188-197
  
• Yuki Iwasaki, Ken-nosuke Wada, Masae Itoh, Toshimichi Ikemura, Takashi Abe:
  A Novel Bioinformatics Strategy to Predict Directional Changes of Influenza A Virus Genome Sequences. 198-206
  

Language Processing and Document Analysis

• Uli Grasemann, Chaleece Sandberg, Swathi Kiran, Risto Miikkulainen:
  Impairment and Rehabilitation in Bilingual Aphasia: A SOM-Based Model. 207-217
  
• Yujun Wang, Hugo Van hamme:
  Gaussian Selection Using Self-Organizing Map for Automatic Speech Recognition. 218-227
  
• Andre Burkovski, Wiltrud Kessler, Gunther Heidemann, Hamidreza Kobdani, Hinrich Schütze:
  Self Organizing Maps in NLP: Exploration of Coreference Feature Space. 228-237
  
• Rudolf Mayer, Andreas Rauber:
  On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps. 238-246
  
• Timo Honkela, Jorma Laaksonen, Hannele Törrö, Juhani Tenhunen:
  Media Map: A Multilingual Document Map with a Design Interface. 247-256
  
• Jean-Charles Lamirel, Raghvendra Mall, Shadi Al Shehabi, Ghada Safi:
  A New Label Maximization Based Incremental Neural Clustering Approach: Application to Text Clustering. 257-266
  
• Ana Cristina C. Silva, Ana Cristina P. Macedo, Guilherme De A. Barreto:
  A SOM-Based Analysis of Early Prosodic Acquisition of English by Brazilian Learners: Preliminary Results. 267-276
  

Visualization and Image Processing

• Barbara Hammer, Michael Biehl, Kerstin Bunte, Bassam Mokbel:
  A General Framework for Dimensionality Reduction for Large Data Sets. 277-287
  
• Tonio Fincke:
  Considering Spatialization Aspects When Positioning Input Vectors on Self-Organizing Map Output Grids. 288-297
  
• Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
  Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance. 298-307
  
• Heizo Tokutaka, Masaaki Ohkita, Ying Hai, Kikuo Fujimura, Matashige Oyabu:
  Classification Using Topologically Preserving Spherical Self-Organizing Maps. 308-317
  
• Antonio Neme, Leticia Hernández:
  Visualizing Patterns in the Air Quality in Mexico City with Self-Organizing Maps. 318-327
  
• Nobuo Matsuda, Heizo Tokutaka:
  Decision of Class Borders on a Spherical SOM with Non-equal Class Distributions. 328-337
  
• Mats Sjöberg, Jorma Laaksonen:
  Analysing the Structure of Semantic Concepts in Visual Databases. 338-347
  
• Hiroshi Dozono, Asami Tanaka, Shinya Nishijima, Hiroshi Tsukizi, Masanori Nakakuni:
  Mapping of the 3D Objects Using Computer Generated Hologram SOM. 348-356
  
• Rudolf Mayer:
  Analysing the Similarity of Album Art with Self-Organising Maps. 357-366
  

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