- Rudolf J. Szadkowski
, Jan Drchal, Jan Faigl:
Autoencoders Covering Space as a Life-Long Classifier. WSOM+ 2019: 271-281 - Joshua Taylor, Erzsébet Merényi:
A Probabilistic Method for Pruning CADJ Graphs with Applications to SOM Clustering. WSOM+ 2019: 44-54 - Thomas Villmann, Marika Kaden, Szymon Wasik, Mateusz Kudla, Kaja Gutowska
, Andrea Villmann, Jacek Blazewicz
:
Searching for the Origins of Life - Detecting RNA Life Signatures Using Learning Vector Quantization. WSOM+ 2019: 324-333 - Thomas Villmann, Jensun Ravichandran, Andrea Villmann, David Nebel, Marika Kaden:
Investigation of Activation Functions for Generalized Learning Vector Quantization. WSOM+ 2019: 179-188 - 2017
- Gabriele Bani, Udo Seiffert
, Michael Biehl
, Friedrich Melchert:
Adaptive basis functions for prototype-based classification of functional data. WSOM 2017: 145-152 - Johannes Brinkrolf
, Barbara Hammer
:
Probabilistic extension and reject options for pairwise LVQ. WSOM 2017: 205-212 - Cleyton de Carvalho Carneiro
, Dayana Niazabeth Del Valle Silva Yanez, Carina Ulsen, Stephen J. Fraser, Juliana Livi Antoniassi, Simone P. A. Paz, Romulo Simoes Angelica, Henrique Kahn:
Imputation of reactive silica and available alumina in bauxites by self-organizing maps. WSOM 2017: 63-68 - David N. Coelho, Guilherme A. Barreto
, Cláudio M. S. Medeiros:
Detection of short circuit faults in 3-phase converter-fed induction motors using kernel SOMs. WSOM 2017: 118-124 - Marie Cottrell, Madalina Olteanu, Julien Randon-Furling, Aurélien Hazan:
Multidimensional urban segregation: An exploratory case study. WSOM 2017: 177-183 - Joel I. Deichmann, Abdolreza Eshghi, Dominique Haughton, Mingfei Li:
Using SOMbrero to examine the economic convergence of European countries from 2001-2013. WSOM 2017: 57-62 - Jan Faigl
:
Self-organizing map for orienteering problem with dubins vehicle. WSOM 2017: 125-132 - Cynthia Faure, Madalina Olteanu, Jean-Marc Bardet, Jérôme Lacaille:
Using self-organizing maps for clustering anc labelling aircraft engine data phases. WSOM 2017: 96-103 - Alexander Gepperth:
An energy-based SOM model not requiring periodic boundary conditions. WSOM 2017: 133-138 - Alexander Gepperth, Cem Karaoguz:
Incremental learning with self-organizing maps. WSOM 2017: 153-160 - Tina Geweniger, Thomas Villmann:
Relational and median variants of Possibilistic Fuzzy C-Means. WSOM 2017: 234-240 - Iván Machón González
, Hilario López García
:
Nonlinear dynamic identification using supervised neural gas algorithm. WSOM 2017: 227-233 - Yann Guermeur:
Rademacher complexity of margin multi-category classifiers. WSOM 2017: 249-254 - Pitoyo Hartono
, Yuto Take:
Pairwise elastic self-organizing maps. WSOM 2017: 50-56 - Marika Kaden, David Nebel, Friedrich Melchert, Andreas Backhaus, Udo Seiffert
, Thomas Villmann:
Data dependent evaluation of dissimilarities in nearest prototype vector quantizers regarding their discriminating abilities. WSOM 2017: 220-226 - Michael Kirby, Chris Peterson:
Visualizing data sets on the Grassmannian using self-organizing mappings. WSOM 2017: 28-33 - Michael LeKander, Michael Biehl
, Harm de Vries:
Empirical evaluation of gradient methods for matrix learning vector quantization. WSOM 2017: 197-204 - Nobuo Matsuda, Heizo Tokutaka, Hideaki Sato, Fumiaki Tajima, Reiji Kawata:
Applying the significance degree by SOM to image analysis of fundus using the filter bank. WSOM 2017: 82-87 - César Lincoln C. Mattos, Guilherme A. Barreto
, Dennis Horstkemper, Bernd Hellingrath
:
Metaheuristic optimization for automatic clustering of customer-oriented supply chain data. WSOM 2017: 184-191 - Paulo Afonso Mei, Cleyton de Carvalho Carneiro
, Michelle Chaves Kuroda
, Stephen J. Fraser, Li Li Min, Fabiano Reis:
Self-organizing maps as a tool for segmentation of Magnetic Resonance Imaging (MRI) of relapsing-remitting multiple sclerosis. WSOM 2017: 43-49 - Erzsébet Merényi, Joshua Taylor:
SOM-empowered graph segmentation for fast automatic clustering of large and complex data. WSOM 2017: 34-42 - Dounia Mulders
, Cyril de Bodt
, Johannes Bjelland, Alex 'Sandy' Pentland, Michel Verleysen
, Yves-Alexandre de Montjoye:
Improving individual predictions using social networks assortativity. WSOM 2017: 169-176 - David Nova, Pablo A. Estévez
:
Spectral regularization in generalized matrix learning vector quantization. WSOM 2017: 213-219 - Patrick O'Driscoll, Erzsébet Merényi, Robert G. Grossman:
Using spatial characteristics to aid automation of SOM segmentation of functional image data. WSOM 2017: 98-95 - Barbara Pisano, Alessandra Fanni
, César Alexandre Teixeira
, António Dourado:
Application of self organizing map to identify nocturnal epileptic seizures. WSOM 2017: 111-117 - Ludovic Platon, Farida Zehraoui, Fariza Tahi:
Self-organizing maps with supervised layer. WSOM 2017: 161-168