Abstract is missing.
- How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need?Fabrice Rossi. 3-23 [doi]
- Dynamic Formation of Self-Organizing MapsJérémy Fix. 25-34 [doi]
- MS-SOM: Magnitude Sensitive Self-Organizing MapsEnrique Pelayo, J. David Buldain Pérez. 35-44 [doi]
- Bagged Kernel SOMJérôme Mariette, Madalina Olteanu, Julien Boelaert, Nathalie Villa-Vialaneix. 45-54 [doi]
- Probability Ridges and Distortion Flows: Visualizing Multivariate Time Series Using a Variational Bayesian Manifold Learning MethodAlessandra Tosi, Iván Olier, Alfredo Vellido. 55-64 [doi]
- Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour EmbeddingDiego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen. 65-74 [doi]
- Attention Based Classification Learning in GLVQ and Asymmetric Misclassification AssessmentMarika Kaden, Wieland Hermann, Thomas Villmann. 77-87 [doi]
- Visualization and Classification of DNA Sequences Using Pareto Learning Self Organizing Maps Based on Frequency and Correlation CoefficientHiroshi Dozono. 89-98 [doi]
- Probabilistic Prototype Classification Using t-normsTina Geweniger, Frank-Michael Schleif, Thomas Villmann. 99-108 [doi]
- Rejection Strategies for Learning Vector Quantization - A Comparison of Probabilistic and Deterministic ApproachesLydia Fischer, David Nebel, Thomas Villmann, Barbara Hammer, Heiko Wersing. 109-118 [doi]
- Prototype-Based Classifiers and Their Application in the Life SciencesMichael Biehl. 121 [doi]
- Generative versus Discriminative Prototype Based ClassificationBarbara Hammer, David Nebel, Martin Riedel, Thomas Villmann. 123-132 [doi]
- Some Room for GLVQ: Semantic Labeling of Occupancy Grid MapsSven Hellbach, Marian Himstedt, Frank Bahrmann, Martin Riedel, Thomas Villmann, Hans-Joachim Böhme. 133-143 [doi]
- Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health MonitoringAnastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille. 145-155 [doi]
- RFSOM - Extending Self-Organizing Feature Maps with Adaptive Metrics to Combine Spatial and Textural Features for Body Pose EstimationMathias Klingner, Sven Hellbach, Martin Riedel, Marika Kaden, Thomas Villmann, Hans-Joachim Böhme. 157-166 [doi]
- Beyond Standard Metrics - On the Selection and Combination of Distance Metrics for an Improved Classification of Hyperspectral DataUwe Knauer, Andreas Backhaus, Udo Seiffert. 167-177 [doi]
- The Sky Is Not the LimitErzsébet Merényi. 181-186 [doi]
- Development of Target Reaching Gesture Map in the Cortex and Its Relation to the Motor Map: A Simulation StudyJaewook Yoo, Jinho Choi, Yoonsuck Choe. 187-197 [doi]
- A Concurrent SOM-Based Chan-Vese Model for Image SegmentationMohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber. 199-208 [doi]
- Five-Dimensional Sentiment Analysis of Corpora, Documents and WordsTimo Honkela, Jaakko Korhonen, Krista Lagus, Esa Saarinen. 209-218 [doi]
- SOMbrero: An R Package for Numeric and Non-numeric Self-Organizing MapsJulien Boelaert, Laura Bendhaiba, Madalina Olteanu, Nathalie Villa-Vialaneix. 219-228 [doi]
- K-Nearest Neighbor Nonnegative Matrix Factorization for Learning a Mixture of Local SOM ModelsDavid Nova, Pablo A. Estévez, Pablo Huijse. 229-238 [doi]
- Comparison of Spectrum Cluster Analysis with PCA and Spherical SOM and Related Issues Not Amenable to PCAMasaaki Ohkita, Heizo Tokutaka, Kazuhiro Yoshihara, Matashige Oyabu. 239-248 [doi]
- Exploiting the Structures of the U-MatrixJörn Lötsch, Alfred Ultsch. 249-257 [doi]
- Partial Mutual Information for Classification of Gene Expression Data by Learning Vector QuantizationMandy Lange, David Nebel, Thomas Villmann. 259-269 [doi]
- Composition of Learning Patterns Using Spherical Self-Organizing Maps in Image Analysis with Subspace ClassifierNobuo Matsuda, Fumiaki Tajima, Hideaki Sato. 271-280 [doi]
- Self-Organizing Map for the Prize-Collecting Traveling Salesman ProblemJan Faigl, Geoffrey A. Hollinger. 281-291 [doi]
- A Survey of SOM-Based Active Contour Models for Image SegmentationMohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber. 293-302 [doi]
- A Biologically Plausible SOM Representation of the Orthographic Form of 50, 000 French WordsClaude F. Touzet, Christopher Kermorvant, Hervé Glotin. 303-312 [doi]