Search results for "WSOM"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Michael Kirby, Chris Peterson 0001	Visualizing data sets on the Grassmannian using self-organizing mappings.	WSOM	2017	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Ludovic Platon, Farida Zehraoui, Fariza Tahi	Self-organizing maps with supervised layer.	WSOM	2017	DBLP DOI BibTeX RDF
1	David Nova, Pablo A. Estévez	Spectral regularization in generalized matrix learning vector quantization.	WSOM	2017	DBLP DOI BibTeX RDF
1	Johannes Brinkrolf, Barbara Hammer	Probabilistic extension and reject options for pairwise LVQ.	WSOM	2017	DBLP DOI BibTeX RDF
1	César Lincoln C. Mattos, Guilherme A. Barreto, Dennis Horstkemper, Bernd Hellingrath	Metaheuristic optimization for automatic clustering of customer-oriented supply chain data.	WSOM	2017	DBLP DOI BibTeX RDF
1	Tina Geweniger, Thomas Villmann	Relational and median variants of Possibilistic Fuzzy C-Means.	WSOM	2017	DBLP DOI BibTeX RDF
1	Michiel Straat, Marika Kaden, Matthias Gay, Thomas Villmann, Alexander Lampe, Udo Seiffert, Michael Biehl, Friedrich Melchert	Prototypes and matrix relevance learning in complex fourier space.	WSOM	2017	DBLP DOI BibTeX RDF
1	Erzsébet Merényi, Joshua Taylor	SOM-empowered graph segmentation for fast automatic clustering of large and complex data.	WSOM	2017	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Alexander Gepperth, Cem Karaoguz	Incremental learning with self-organizing maps.	WSOM	2017	DBLP DOI BibTeX RDF
1	Cynthia Faure, Madalina Olteanu, Jean-Marc Bardet, Jérôme Lacaille	Using self-organizing maps for clustering anc labelling aircraft engine data phases.	WSOM	2017	DBLP DOI BibTeX RDF
1	Pitoyo Hartono, Yuto Take	Pairwise elastic self-organizing maps.	WSOM	2017	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Nicolas P. Rougier, Yann Boniface	Motivated self-organization.	WSOM	2017	DBLP DOI BibTeX RDF
1	Jean-Charles Lamirel, Marie Cottrell, Madalina Olteanu (eds.)	12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization, WSOM 2017, Nancy, France, June 28-30, 2017	WSOM	2017	DBLP BibTeX RDF
1	Patrick O'Driscoll, Erzsébet Merényi, Robert G. Grossman	Using spatial characteristics to aid automation of SOM segmentation of functional image data.	WSOM	2017	DBLP DOI BibTeX RDF
1	Marie Cottrell, Madalina Olteanu, Julien Randon-Furling, Aurélien Hazan	Multidimensional urban segregation: An exploratory case study.	WSOM	2017	DBLP DOI BibTeX RDF
1	Joel I. Deichmann, Abdolreza Eshghi, Dominique Haughton, Mingfei Li	Using SOMbrero to examine the economic convergence of European countries from 2001-2013.	WSOM	2017	DBLP DOI BibTeX RDF
1	Nathalie Villa-Vialaneix	Stochastic self-organizing map variants with the R package SOMbrero.	WSOM	2017	DBLP DOI BibTeX RDF
1	Alexander Gepperth	An energy-based SOM model not requiring periodic boundary conditions.	WSOM	2017	DBLP DOI BibTeX RDF
1	Michael LeKander, Michael Biehl, Harm de Vries	Empirical evaluation of gradient methods for matrix learning vector quantization.	WSOM	2017	DBLP DOI BibTeX RDF
1	Jorge R. Vergara, Pablo A. Estévez	A strategy for time series prediction using Segment Growing Neural Gas.	WSOM	2017	DBLP DOI BibTeX RDF
1	Gabriele Bani, Udo Seiffert, Michael Biehl, Friedrich Melchert	Adaptive basis functions for prototype-based classification of functional data.	WSOM	2017	DBLP DOI BibTeX RDF
1	Alfred Ultsch, Michael C. Thrun	Credible visualizations for planar projections.	WSOM	2017	DBLP DOI BibTeX RDF
1	Thomas Villmann, Michael Biehl, Andrea Villmann, Sascha Saralajew	Fusion of deep learning architectures, multilayer feedforward networks and learning vector quantizers for deep classification learning.	WSOM	2017	DBLP DOI BibTeX RDF
1	Ryad A. Zemouri	An evolutionary building algorithm for Deep Neural Networks.	WSOM	2017	DBLP DOI BibTeX RDF
1	Iván Machón González, Hilario López García	Nonlinear dynamic identification using supervised neural gas algorithm.	WSOM	2017	DBLP DOI BibTeX RDF
1	Barbara Pisano, Alessandra Fanni, César Alexandre Teixeira, António Dourado	Application of self organizing map to identify nocturnal epileptic seizures.	WSOM	2017	DBLP DOI BibTeX RDF
1	César Torres-Huitzil, Oleksandr V. Popovych, Bernard Girau	Fault tolerance of self organizing maps.	WSOM	2017	DBLP DOI BibTeX RDF
1	Yann Guermeur	Rademacher complexity of margin multi-category classifiers.	WSOM	2017	DBLP DOI BibTeX RDF
1	Jan Faigl	Self-organizing map for orienteering problem with dubins vehicle.	WSOM	2017	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Frank-Michael Schleif	Small sets of random Fourier features by kernelized Matrix LVQ.	WSOM	2017	DBLP DOI BibTeX RDF
1	Thomas Villmann, Marika Kaden, Andrea Bohnsack, J.-M. Villmann, T. Drogies, Sascha Saralajew, Barbara Hammer	Self-Adjusting Reject Options in Prototype Based Classification.	WSOM	2016	DBLP DOI BibTeX RDF
1	Risto Miikkulainen	Using SOMs to Gain Insight into Human Language Processing.	WSOM	2016	DBLP DOI BibTeX RDF
1	Friedrich Melchert, Udo Seiffert, Michael Biehl	Functional Representation of Prototypes in LVQ and Relevance Learning.	WSOM	2016	DBLP DOI BibTeX RDF
1	Masaaki Ohkita, Heizo Tokutaka, Nobuhiko Kasezawa, Eikou Gonda	Visualization and Practical Use of Clinical Survey Medical Examination Results.	WSOM	2016	DBLP DOI BibTeX RDF
1	David Nova, Pablo A. Estévez	A Study on GMLVQ Convex and Non-convex Regularization.	WSOM	2016	DBLP DOI BibTeX RDF
1	Jonathon Climer, Michael J. Mendenhall	Dynamic Prototype Addition in Generalized Learning Vector Quantization.	WSOM	2016	DBLP DOI BibTeX RDF
1	Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Nathalie Villa-Vialaneix	Theoretical and Applied Aspects of the Self-Organizing Maps.	WSOM	2016	DBLP DOI BibTeX RDF
1	Lutz Hamel	SOM Quality Measures: An Efficient Statistical Approach.	WSOM	2016	DBLP DOI BibTeX RDF
1	Denny, William Gozali, Ruli Manurung	SOM Training Optimization Using Triangle Inequality.	WSOM	2016	DBLP DOI BibTeX RDF
1	Matthias Gay, Marika Kaden, Michael Biehl, Alexander Lampe, Thomas Villmann	Complex Variants of GLVQ Based on Wirtinger's Calculus.	WSOM	2016	DBLP DOI BibTeX RDF
1	Patrick O'Driscoll, Erzsébet Merényi, Christof Karmonik, Robert G. Grossman	The Effect of SOM Size and Similarity Measure on Identification of Functional and Anatomical Regions in fMRI Data.	WSOM	2016	DBLP DOI BibTeX RDF
1	Paulo Henrique Muniz Ferreira, Aluízio Fausto Ribeiro Araújo	Modular Self-Organizing Control for Linear and Nonlinear Systems.	WSOM	2016	DBLP DOI BibTeX RDF
1	Humberto I. Fontinele, Davyd B. Melo, Guilherme A. Barreto	Local Models for Learning Inverse Kinematics of Redundant Robots: A Performance Comparison.	WSOM	2016	DBLP DOI BibTeX RDF
1	Jean-Charles Lamirel	Reliable Clustering Quality Estimation from Low to High Dimensional Data.	WSOM	2016	DBLP DOI BibTeX RDF
1	Deborah Mudali, Michael Biehl, Klaus Leonard Leenders, Jos B. T. M. Roerdink	LVQ and SVM Classification of FDG-PET Brain Data.	WSOM	2016	DBLP DOI BibTeX RDF
1	Oliver Kramer 0001	Dimensionality Reduction Hybridizations with Multi-dimensional Scaling.	WSOM	2016	DBLP DOI BibTeX RDF
1	Nahed Alowadi, Yuan Shen, Peter Tiño	Prototype-Based Spatio-Temporal Probabilistic Modelling of fMRI Data.	WSOM	2016	DBLP DOI BibTeX RDF
1	Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hédi Bedoui	A Scalable Flexible SOM NoC-Based Hardware Architecture.	WSOM	2016	DBLP DOI BibTeX RDF
1	Rigoberto Fonseca-Delgado, Pilar Gómez-Gil	Modeling Diversity in Ensembles for Time-Series Prediction Based on Self-Organizing Maps.	WSOM	2016	DBLP DOI BibTeX RDF
1	Jorge R. Vergara, Pablo A. Estévez, Álvaro Serrano	Segment Growing Neural Gas for Nonlinear Time Series Analysis.	WSOM	2016	DBLP DOI BibTeX RDF
1	Jérôme Mariette, Nathalie Villa-Vialaneix	Aggregating Self-Organizing Maps with Topology Preservation.	WSOM	2016	DBLP DOI BibTeX RDF
1	Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, Mahesh B. Nagarajan	Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering.	WSOM	2016	DBLP DOI BibTeX RDF
1	Ernest Mwebaze, Michael Biehl	Prototype-Based Classification for Image Analysis and Its Application to Crop Disease Diagnosis.	WSOM	2016	DBLP DOI BibTeX RDF
1	David Nebel, Thomas Villmann	Optimization of Statistical Evaluation Measures for Classification by Median Learning Vector Quantization.	WSOM	2016	DBLP DOI BibTeX RDF
1	Yaser Moazzen, Kadim Tasdemir	A Neural Gas Based Approximate Spectral Clustering Ensemble.	WSOM	2016	DBLP DOI BibTeX RDF
1	Pablo A. Estévez	Big Data Era Challenges and Opportunities in Astronomy - How SOM/LVQ and Related Learning Methods Can Contribute?	WSOM	2016	DBLP DOI BibTeX RDF
1	Kerstin Bunte, Marika Kaden, Frank-Michael Schleif	Low-Rank Kernel Space Representations in Prototype Learning.	WSOM	2016	DBLP DOI BibTeX RDF
1	Alfred Ultsch, Martin Behnisch, Jörn Lötsch	ESOM Visualizations for Quality Assessment in Clustering.	WSOM	2016	DBLP DOI BibTeX RDF
1	Jan Faigl	On Self-Organizing Map and Rapidly-Exploring Random Graph in Multi-Goal Planning.	WSOM	2016	DBLP DOI BibTeX RDF
1	Madalina Olteanu, Nathalie Villa-Vialaneix	Sparse Online Self-Organizing Maps for Large Relational Data.	WSOM	2016	DBLP DOI BibTeX RDF
1	Erzsébet Merényi, Michael J. Mendenhall, Patrick O'Driscoll (eds.)	Advances in Self-Organizing Maps and Learning Vector Quantization - Proceedings of the 11th International Workshop WSOM 2016, Houston, Texas, USA, January 6-8, 2016	WSOM	2016	DBLP DOI BibTeX RDF
1	Benjamin D. Kramer, Dylan P. Losey, Marcia K. O'Malley	SOM and LVQ Classification of Endovascular Surgeons Using Motion-Based Metrics.	WSOM	2016	DBLP DOI BibTeX RDF
1	Mathias Klingner, Sven Hellbach, Martin Riedel, Marika Kaden, Thomas Villmann, Hans-Joachim Böhme	RFSOM - Extending Self-Organizing Feature Maps with Adaptive Metrics to Combine Spatial and Textural Features for Body Pose Estimation.	WSOM	2014	DBLP DOI BibTeX RDF
1	Jérôme Mariette, Madalina Olteanu, Julien Boelaert, Nathalie Villa-Vialaneix	Bagged Kernel SOM.	WSOM	2014	DBLP DOI BibTeX RDF
1	Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille	Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring.	WSOM	2014	DBLP DOI BibTeX RDF
1	Masaaki Ohkita, Heizo Tokutaka, Kazuhiro Yoshihara, Matashige Oyabu	Comparison of Spectrum Cluster Analysis with PCA and Spherical SOM and Related Issues Not Amenable to PCA.	WSOM	2014	DBLP DOI BibTeX RDF
1	Mandy Lange, David Nebel, Thomas Villmann	Partial Mutual Information for Classification of Gene Expression Data by Learning Vector Quantization.	WSOM	2014	DBLP DOI BibTeX RDF
1	Hiroshi Dozono	Visualization and Classification of DNA Sequences Using Pareto Learning Self Organizing Maps Based on Frequency and Correlation Coefficient.	WSOM	2014	DBLP DOI BibTeX RDF
1	Timo Honkela, Jaakko Korhonen, Krista Lagus, Esa Saarinen	Five-Dimensional Sentiment Analysis of Corpora, Documents and Words.	WSOM	2014	DBLP DOI BibTeX RDF
1	Jérémy Fix	Dynamic Formation of Self-Organizing Maps.	WSOM	2014	DBLP DOI BibTeX RDF
1	Barbara Hammer, David Nebel, Martin Riedel, Thomas Villmann	Generative versus Discriminative Prototype Based Classification.	WSOM	2014	DBLP DOI BibTeX RDF
1	Sven Hellbach, Marian Himstedt, Frank Bahrmann, Martin Riedel, Thomas Villmann, Hans-Joachim Böhme	Some Room for GLVQ: Semantic Labeling of Occupancy Grid Maps.	WSOM	2014	DBLP DOI BibTeX RDF
1	Uwe Knauer, Andreas Backhaus, Udo Seiffert	Beyond Standard Metrics - On the Selection and Combination of Distance Metrics for an Improved Classification of Hyperspectral Data.	WSOM	2014	DBLP DOI BibTeX RDF
1	Jörn Lötsch, Alfred Ultsch	Exploiting the Structures of the U-Matrix.	WSOM	2014	DBLP DOI BibTeX RDF
1	Marika Kaden, Wieland Hermann, Thomas Villmann	Attention Based Classification Learning in GLVQ and Asymmetric Misclassification Assessment.	WSOM	2014	DBLP DOI BibTeX RDF
1	Erzsébet Merényi	The Sky Is Not the Limit.	WSOM	2014	DBLP DOI BibTeX RDF
1	Tina Geweniger, Frank-Michael Schleif, Thomas Villmann	Probabilistic Prototype Classification Using t-norms.	WSOM	2014	DBLP DOI BibTeX RDF
1	Julien Boelaert, Laura Bendhaiba, Madalina Olteanu, Nathalie Villa-Vialaneix	SOMbrero: An R Package for Numeric and Non-numeric Self-Organizing Maps.	WSOM	2014	DBLP DOI BibTeX RDF
1	Nobuo Matsuda, Fumiaki Tajima, Hideaki Sato	Composition of Learning Patterns Using Spherical Self-Organizing Maps in Image Analysis with Subspace Classifier.	WSOM	2014	DBLP DOI BibTeX RDF
1	Jan Faigl, Geoffrey A. Hollinger	Self-Organizing Map for the Prize-Collecting Traveling Salesman Problem.	WSOM	2014	DBLP DOI BibTeX RDF
1	Thomas Villmann, Frank-Michael Schleif, Marika Kaden, Mandy Lange (eds.)	Advances in Self-Organizing Maps and Learning Vector Quantization - Proceedings of the 10th International Workshop, WSOM 2014, Mittweida, Germany, July, 2-4, 2014	WSOM	2014	DBLP DOI BibTeX RDF
1	David Nova, Pablo A. Estévez, Pablo Huijse	K-Nearest Neighbor Nonnegative Matrix Factorization for Learning a Mixture of Local SOM Models.	WSOM	2014	DBLP DOI BibTeX RDF
1	Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen	Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding.	WSOM	2014	DBLP DOI BibTeX RDF
1	Lydia Fischer, David Nebel, Thomas Villmann, Barbara Hammer, Heiko Wersing	Rejection Strategies for Learning Vector Quantization - A Comparison of Probabilistic and Deterministic Approaches.	WSOM	2014	DBLP DOI BibTeX RDF
1	Claude F. Touzet, Christopher Kermorvant, Hervé Glotin	A Biologically Plausible SOM Representation of the Orthographic Form of 50, 000 French Words.	WSOM	2014	DBLP DOI BibTeX RDF
1	Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber	A Concurrent SOM-Based Chan-Vese Model for Image Segmentation.	WSOM	2014	DBLP DOI BibTeX RDF
1	Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber	A Survey of SOM-Based Active Contour Models for Image Segmentation.	WSOM	2014	DBLP DOI BibTeX RDF
1	Enrique Pelayo, J. David Buldain Pérez	MS-SOM: Magnitude Sensitive Self-Organizing Maps.	WSOM	2014	DBLP DOI BibTeX RDF
1	Alessandra Tosi, Iván Olier, Alfredo Vellido	Probability Ridges and Distortion Flows: Visualizing Multivariate Time Series Using a Variational Bayesian Manifold Learning Method.	WSOM	2014	DBLP DOI BibTeX RDF
1	Michael Biehl	Prototype-Based Classifiers and Their Application in the Life Sciences.	WSOM	2014	DBLP DOI BibTeX RDF
1	Jaewook Yoo, Jinho Choi, Yoonsuck Choe	Development of Target Reaching Gesture Map in the Cortex and Its Relation to the Motor Map: A Simulation Study.	WSOM	2014	DBLP DOI BibTeX RDF
1	Fabrice Rossi	How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need?	WSOM	2014	DBLP DOI BibTeX RDF
1	Pablo A. Estévez, José Carlos Príncipe, Pablo Zegers (eds.)	Advances in Self-Organizing Maps - 9th International Workshop, WSOM 2012, Santiago, Chile, December 12-14, 2012, Proceedings	WSOM	2013	DBLP DOI BibTeX RDF
1	Willem S. van Heerden, Andries P. Engelbrecht	Unsupervised Weight-Based Cluster Labeling for Self-Organizing Maps.	WSOM	2012	DBLP DOI BibTeX RDF

Publications at "WSOM"( http://dblp.L3S.de/Venues/WSOM )