Abstract is missing.
- Theoretical and Applied Aspects of the Self-Organizing MapsMarie Cottrell, Madalina Olteanu, Fabrice Rossi, Nathalie Villa-Vialaneix. 3-26 [doi]
- Aggregating Self-Organizing Maps with Topology PreservationJérôme Mariette, Nathalie Villa-Vialaneix. 27-37 [doi]
- ESOM Visualizations for Quality Assessment in ClusteringAlfred Ultsch, Martin Behnisch, Jörn Lötsch. 39-48 [doi]
- SOM Quality Measures: An Efficient Statistical ApproachLutz Hamel. 49-59 [doi]
- SOM Training Optimization Using Triangle InequalityDenny, William Gozali, Ruli Manurung. 61-71 [doi]
- Sparse Online Self-Organizing Maps for Large Relational DataMadalina Olteanu, Nathalie Villa-Vialaneix. 73-82 [doi]
- A Neural Gas Based Approximate Spectral Clustering EnsembleYaser Moazzen, Kadim Tasdemir. 85-93 [doi]
- Reliable Clustering Quality Estimation from Low to High Dimensional DataJean-Charles Lamirel. 95-105 [doi]
- Segment Growing Neural Gas for Nonlinear Time Series AnalysisJorge R. Vergara, Pablo A. Estévez, Álvaro Serrano. 107-117 [doi]
- Modeling Diversity in Ensembles for Time-Series Prediction Based on Self-Organizing MapsRigoberto Fonseca-Delgado, Pilar Gómez-Gil. 119-128 [doi]
- Modular Self-Organizing Control for Linear and Nonlinear SystemsPaulo Henrique Muniz Ferreira, Aluizio Fausto Ribeiro Araújo. 131-141 [doi]
- On Self-Organizing Map and Rapidly-Exploring Random Graph in Multi-Goal PlanningJan Faigl. 143-153 [doi]
- Dimensionality Reduction Hybridizations with Multi-dimensional ScalingOliver Kramer. 155-163 [doi]
- A Scalable Flexible SOM NoC-Based Hardware ArchitectureMehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hédi Bedoui. 165-175 [doi]
- Local Models for Learning Inverse Kinematics of Redundant Robots: A Performance ComparisonHumberto I. Fontinele, Davyd B. Melo, Guilherme A. Barreto. 177-187 [doi]
- Prototype-Based Spatio-Temporal Probabilistic Modelling of fMRI DataNahed Alowadi, Yuan Shen, Peter Tiño. 193-203 [doi]
- LVQ and SVM Classification of FDG-PET Brain DataDeborah Mudali, Michael Biehl, Klaus Leonard Leenders, Jos B. T. M. Roerdink. 205-215 [doi]
- Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric ClusteringAxel Wismüller, Anas Z. Abidin, Adora M. DSouza, Mahesh B. Nagarajan. 217-226 [doi]
- SOM and LVQ Classification of Endovascular Surgeons Using Motion-Based MetricsBenjamin D. Kramer, Dylan P. Losey, Marcia K. O'Malley. 227-237 [doi]
- Visualization and Practical Use of Clinical Survey Medical Examination ResultsMasaaki Ohkita, Heizo Tokutaka, Nobuhiko Kasezawa, Eikou Gonda. 239-249 [doi]
- The Effect of SOM Size and Similarity Measure on Identification of Functional and Anatomical Regions in fMRI DataPatrick O'Driscoll, Erzsébet Merényi, Christof Karmonik, Robert G. Grossman. 251-263 [doi]
- Big Data Era Challenges and Opportunities in Astronomy - How SOM/LVQ and Related Learning Methods Can Contribute?Pablo A. Estévez. 267 [doi]
- Self-Adjusting Reject Options in Prototype Based ClassificationThomas Villmann, Marika Kaden, Andrea Bohnsack, J.-M. Villmann, T. Drogies, S. Saralajew, Barbara Hammer. 269-279 [doi]
- Optimization of Statistical Evaluation Measures for Classification by Median Learning Vector QuantizationDavid Nebel, Thomas Villmann. 281-291 [doi]
- Complex Variants of GLVQ Based on Wirtinger's CalculusMatthias Gay, Marika Kaden, Michael Biehl, Alexander Lampe, Thomas Villmann. 293-303 [doi]
- A Study on GMLVQ Convex and Non-convex RegularizationDavid Nova, Pablo A. Estévez. 305-314 [doi]
- Functional Representation of Prototypes in LVQ and Relevance LearningFriedrich Melchert, Udo Seiffert, Michael Biehl. 317-327 [doi]
- Prototype-Based Classification for Image Analysis and Its Application to Crop Disease DiagnosisErnest Mwebaze, Michael Biehl. 329-339 [doi]
- Low-Rank Kernel Space Representations in Prototype LearningKerstin Bunte, Marika Kaden, Frank-Michael Schleif. 341-353 [doi]
- Dynamic Prototype Addition in Generalized Learning Vector QuantizationJonathon Climer, Michael J. Mendenhall. 355-368 [doi]