International Workshop on Self-Organizing Maps : Proceedings (2007)

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The 6th International Workshop on Self-Organizing Maps (WSOM 2007)

Veröffentlicht: 2007-12-31

Artikel

A comparison between dissimilarity SOM and kernel SOM for clustering the vertices of a graph

Nathalie Villa, Fabrice Rossi
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A news-based financial time series discretization

Danilo Di Stefano, Valentino Pediroda
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Accelerating Relational Clustering Algorithms With Sparse Prototype Representation

Fabrice Rossi, Alexander Hasenfuß, Barbara Hammer
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Advanced metric adaptation in Generalized LVQ for classification of mass spectrometry data

Petra Schneider, Michael Biehl, Frank-Michael Schleif, Barbara Hammer
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An Adaptive Multidimensional Scaling and Principled Nonlinear Manifold

Hujun Yin
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An Energy Function-Based Optimization of Matching Parameters and Reference Vectors in SOR Network

Hideaki Misawa, Takeshi Yamakawa
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Application of SOM in a health evaluation system

Heizo Tokutaka, Yoshio Maniwa, P. K. Kihato, Kikuo Fujimura, Masaaki Ohkita
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Characterization of Genetic Signal Sequences with Batch-Learning SOM

Takashi Abe, Shun Ikeda, Shigehiko Kanaya, Kennosuke Wada, Toshimichi Ikemura
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Class imaging of hyperspectral satellite remote sensing data using FLSOM

Thomas Villmann, Frank-Michael Schleif, E. Merenyi, M. Strickert, Barbara Hammer
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Classification of similar productivity zones in the sugar cane culture using clustering of SOM component planes based on the SOM distance matrix

Miguel Arturo Barreto Sanz, Andres Pérez-Uribe
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Cluster Analysis using Spherical SOM

Heizo Tokutaka, P. K. Kihato, Kikuo Fujimura, Masaaki Ohkita
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Component Selection for the Metro Visualisation of the Self-Organising Map

Robert Neumayer, Rudolf Mayer, Andreas Rauber
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Composition of Self Organizing Maps for Adaptive Mesh Construction on Complex-shaped Domains

Olga Nechaeva
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Decision Manifolds: Classification Inspired by Self-Organization

Georg Pölzlbauer, Thomas Lidy, Andreas Rauber
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Description of Input Patterns by Linear Mixtures of SOM Models

Teuvo Kohonen
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Detection of ambiguous patterns in a SOM based recognition system: application to handwritten numeral classification

Leticia Maria Seijas, Enrique Carlos Segura
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Detection of Anomalies and Novelties in Time Series with Self-Organizing Networks

Leonardo Aguayo, Guilherme A. Barreto
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Dimensionality Reduction of very large document collections by Semantic Mapping

Renato Fernandes Corrêa, Teresa Bernarda Ludermir
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Dynamical Equilibrium, trajectories study in an economical system : the case of the labor market

Patrick Letrémy, Marie Cottrell, Patrice Gaubert, Joseph Rynkiewicz
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Emergence in Self Organizing Feature Maps

Alfred Ultsch
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Failure detection and separation in SOM based decision support

Miki Sirola, Golan Lampi, Jukka Parviainen
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Fixed point rules for heteroscedastic Gaussian kernel-based topographic map formation

Marc M. Van Hulle
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Functional SOM for variable-length signal windows

Arnaud De Decker, Gael De Lannoy, Michel Verleysen
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GalSOM - Colour-Based Image Browsing and Retrieval with Tree-Structured Self-Organising Maps

Philip Prentis
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Genome feature exploration using hyperbolic Self-Organising Maps

Christian Martin, Naryttza N. Diaz, Jörg Ontrup, Tim W. Nattkemper
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Improving the H2MLVQ algorithm by the Cross Entropy Method

Abderrahmane Boubezoul, Sébastien Paris, Mustapha Ouladsine
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In the quest of specific-domain ontology components for the semantic web

J. R. G. Pulido, S. B. F. Flores, P. D. Reyes, R. A. Diaz, J. J. C. Castillo
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Indices to Evaluate Self-Organizing Maps for Structures

Jochen J. Steil, Alessandro Sperduti
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Intraday trading rules based on Self Organizing Maps

Marina Resta
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Label Propagation for Semi-Supervised Learning in Self-Organizing Maps

Lutz Herrmann, Alfred Ultsch
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Learning Vector Quantization: generalization ability and dynamics of competing prototypes

Aree Witoelar, Michael Biehl, Barbara Hammer
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Local Adaptive Receptive Field Self-Organizing Map for Image Segmentation

Aluizio R. F. Araújo, Diogo C. Costa
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Mapping of the Genome Sequence Using Two-stage Self Organizing Maps

Hiroshi Dozono, Takeshi Takahashi
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Modular Network SOM and Self-Organizing Homotopy Network as a Foundation for Brain-like Intelligence

Tetsuo Furukawa
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Path finding on a spherical SOM using the distance transform and floodplain analysis

Michael Bui, Masahiro Takatsuka
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Self-Organisation of Neural Topologies by Evolutionary Reinforcement Learning

Nils T. Siebel, Jochen Krause, Gerald Sommer
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Self-Organized Ordering of Terms and Documents in NSF Awards Data

Mikaela Klami, Timo Honkela
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Self-organizing homotopy network

Tetsuo Furukawa
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Self-Organizing Map with False Neighbor Degree between Neurons for Effective Self-Organization

Haruna Matsushita, Yoshifumi Nishio
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Self-Organizing Word Map for Context-Based Document Classification

Nikolaos Tsimboukakis, George Tambouratzis
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Single pass clustering for large data sets

Nikolai Alex, Barbara Hammer, Frank Klawonn
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Sleep Spindle Detection by Using Merge Neural Gas

Pablo A. Estévez, Ricardo Zilleruelo-Ramos, Rodrigo Hernández, Leonardo Causa, Claudio M. Held
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SOM-based experience representation for Dextrous Grasping

Jan Frederik Steffen, Robert Haschke, Helge Ritter
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SOM-based Peptide Prototyping for Mass Spectrometry Peak Intensity Prediction

Alexandra Scherbart, Wiebke Timm, Sebastian Böcker, Tim W. Nattkemper
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Speaker Identification by BYY Automatic Local Factor Analysis based Three-Level Voting Combination

Lei Shi, Dingsheng Luo, Lei Xu
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Task Segmentation in a Mobile Robot by mnSOM and Hierarchical Clustering

Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa
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The activation frequency self-organizing map

Antonio Neme, Pedro Miramontes
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The self-organizing map as a visual neighbor retrieval method

Kristian Nybo, Jarkko Venna, Samuel Kaski
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Topographic Processing of Relational Data

Barbara Hammer, Alexander Hasenfuß, Fabrice Rossi, Marc Strickert
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Transform Learning - Registration of medical images using self organization

Dietlind Zühlke
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Variable-Density Self-Organizing Map for Incremental Learning

Atsushi Shimada, Rin-Ichiro Taniguchi
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Vessel Extracting Gas - Using self organization in the extraction of vascular trees

Dietlind Zühlke
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Video Summarization with SOMs

Jorma Laaksonen, Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Hannes Muurinen
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Visual mining in music collections with Emergent SOM

Sebastian Risi, Fabian Mörchen, Alfred Ultsch, Pascal Lehwark
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Affiliation: Faculty of Technology, Research Groups in Informatics

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