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9. WSOM 2012: Santiago, Chile
- Pablo A. Estévez, José Carlos Príncipe, Pablo Zegers:
Advances in Self-Organizing Maps - 9th International Workshop, WSOM 2012, Santiago, Chile, December 12-14, 2012, Proceedings. Advances in Intelligent Systems and Computing 198, Springer 2013, ISBN 978-3-642-35229-4 - Barbara Hammer
, Andrej Gisbrecht, Alexander Schulz
How to Visualize Large Data Sets? 1-12 - Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell:
On-Line Relational SOM for Dissimilarity Data. 13-22 - Michael Biehl
Non-Euclidean Principal Component Analysis and Oja's Learning Rule - Theoretical Aspects. 23-33 - Masaaki Ohkita, Heizo Tokutaka, Makoto Ohki, Matashige Oyabu, Kikuo Fujimura:
Classification of Chain-Link and Other Data with Spherical SOM. 35-44 - Willem S. van Heerden
Unsupervised Weight-Based Cluster Labeling for Self-Organizing Maps. 45-54 - Tommi Vatanen
Controlling Self-Organization and Handling Missing Values in SOM and GTM. 55-64 - Ajalmar R. da Rocha Neto, Guilherme A. Barreto
Opposite Maps for Hard Margin Support Vector Machines. 65-74 - Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan:
Intuitive Volume Exploration through Spherical Self-Organizing Map. 75-84 - Gustavo J. Meschino
Using SOM as a Tool for Automated Design of Clustering Systems Based on Fuzzy Predicates. 85-94 - Francisco Javier Ropero Peláez, Antonio Carlos Godoi:
From Forced to Natural Competition in a Biologically Plausible Neural Network. 95-104 - Horia Coman, Erhardt Barth, Thomas Martinetz:
Sparse Coding Neural Gas Applied to Image Recognition. 105-114 - Andreea State, Foti Coleca, Erhardt Barth, Thomas Martinetz:
Hand Tracking with an Extended Self-Organizing Map. 115-124 - Artur Oliva Gonsales, Matthew J. Kyan:
Trajectory Analysis on Spherical Self-Organizing Maps with Application to Gesture Recognition. 125-134 - Leandro Augusto da Silva, Bruno Pazzinato, Orlando B. Coelho:
Image Representation Using the Self-Organizing Map. 135-143 - Flávio Moreira da Costa, Sidnei Alves de Araújo
Inverse Halftoning by Means of Self-Organizing Maps. 145-152 - Michiharu Maeda:
Restoration Model with Inference Capability of Self-Organizing Maps. 153-162 - Lucía Isabel Passoni, Ana Lucía Dai Pra, Adriana G. Scandurra, Gustavo J. Meschino
Improvements in the Visualization of Segmented Areas of Patterns of Dynamic Laser Speckle. 163-171 - David Nova, Pablo A. Estévez
Online Visualization of Prototypes and Receptive Fields Produced by LVQ Algorithms. 173-182 - Daniela Hofmann, Andrej Gisbrecht, Barbara Hammer
Efficient Approximations of Kernel Robust Soft LVQ. 183-192 - Thomas Villmann, Sven Haase, Marika Kästner:
Gradient Based Learning in Vector Quantization Using Differentiable Kernels. 193-204 - Pablo A. Estévez
Nonlinear Time Series Analysis by Using Gamma Growing Neural Gas. 205-214 - Amauri Holanda de Souza Júnior, Francesco Corona
Robust Regional Modeling for Nonlinear System Identification Using Self-Organizing Maps. 215-224 - Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva:
Learning Embedded Data Structure with Self-Organizing Maps. 225-234 - Jean-Charles Lamirel, Ingrid Falk, Claire Gardent:
Enhancing NLP Tasks by the Use of a Recent Neural Incremental Clustering Approach Based on Cluster Data Feature Maximization. 235-244 - Jean-Charles Lamirel:
Combining Neural Clustering with Intelligent Labeling and Unsupervised Bayesian Reasoning in a Multiview Context for Efficient Diachronic Analysis. 245-254 - Nicolas Bourgeois, Marie Cottrell, Benjamin Déruelle, Stéphane Lamassé, Patrick Letrémy:
Lexical Recount between Factor Analysis and Kohonen Map: Mathematical Vocabulary of Arithmetic in the Vernacular Language of the Late Middle Ages. 255-264 - Antonio Neme
Computational Study of Stylistics: Visualizing the Writing Style with Self-Organizing Maps. 265-274 - Heizo Tokutaka, Masaaki Ohkita, Nobuhiko Kasezawa, Makoto Ohki:
Verification of Metabolic Syndrome Checkup Data with a Self-Organizing Map (SOM): Towards a Simple Judging Tool. 275-284 - Mika Sulkava, Maria Yli-Heikkilä, Arto Latukka:
Analysis of Farm Profitability and the Weighted Upscaling System Using the Self-Organizing Map. 285-294 - Etienne Côme, Marie Cottrell, Patrice Gaubert:
Professional Trajectories of Workers Using Disconnected Self-Organizing Maps. 295-304 - Marina Resta
Understanding Firms' International Growth: A Proposal via Self Organizing Maps. 305-314 - David N. Coelho, Cláudio M. S. Medeiros:
Short Circuit Incipient Fault Detection and Supervision in a Three-Phase Induction Motor with a SOM-Based Algorithm. 315-323 - Jaakko Talonen, Mika Sulkava, Miki Sirola:
The Finnish Car Rejection Reasons Shown in an Interactive SOM Visualization Tool. 325-334 - Marina Resta, Marina Ravera:
A Model for Mortality Forecasting Based on Self Organizing Maps. 335-343 - Krista Lagus, Tommi Vatanen
Paths of Wellbeing on Self-Organizing Maps. 345-352 - Marina Resta
Exploring Social Systems Dynamics with SOM Variants. 353-362
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