2020 share record
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Alfredo Vellido , Karina Gibert , Cecilio Angulo , José David Martín-Guerrero : Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization - Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019. Advances in Intelligent Systems and Computing 976, Springer 2020 , ISBN 978-3-030-19641-7 [contents] 2019 share record
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Mohammed Oualid Attaoui , Mustapha Lebbah , Nabil Keskes , Hanene Azzag , Mohammed Ghesmoune : Soft Subspace Topological Clustering over Evolving Data Stream. WSOM+ 2019 : 225-230 share record
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Zefeng Bai , Nitin Jain , Ying Wang , Dominique Haughton : Using SOM-Based Visualization to Analyze the Financial Performance of Consumer Discretionary Firms. WSOM+ 2019 : 90-99 share record
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Adrián Bazaga , Alfredo Vellido : Network Community Cluster-Based Analysis for the Identification of Potential Leukemia Drug Targets. WSOM+ 2019 : 314-323 share record
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Yann Bernard , Nicolas Hueber , Bernard Girau : Novelty Detection with Self-Organizing Maps for Autonomous Extraction of Salient Tracking Features. WSOM+ 2019 : 100-109 share record
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Michael Biehl , Fthi Abadi , Christina Göpfert , Barbara Hammer : Prototype-Based Classifiers in the Presence of Concept Drift: A Modelling Framework. WSOM+ 2019 : 210-221 share record
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David N. Coelho , Guilherme A. Barreto : Approximate Linear Dependence as a Design Method for Kernel Prototype-Based Classifiers. WSOM+ 2019 : 241-250 share record
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Marie Cottrell , Cynthia Faure , Jérôme Lacaille , Madalina Olteanu : Detection of Abnormal Flights Using Fickle Instances in SOM Maps. WSOM+ 2019 : 120-129 share record
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Lars Elend , Oliver Kramer : Self-Organizing Maps with Convolutional Layers. WSOM+ 2019 : 23-32 share record
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Jan Faigl , Milos Prágr : Incremental Traversability Assessment Learning Using Growing Neural Gas Algorithm. WSOM+ 2019 : 166-176 share record
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Jérémy Fix , Hervé Frezza-Buet : Look and Feel What and How Recurrent Self-Organizing Maps Learn. WSOM+ 2019 : 3-12 share record
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Sascha Fleer , Helge J. Ritter : Solving a Tool-Based Interaction Task Using Deep Reinforcement Learning with Visual Attention. WSOM+ 2019 : 231-240 share record
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Tina Geweniger , Thomas Villmann : Variants of Fuzzy Neural Gas. WSOM+ 2019 : 261-270 share record
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Bernard Girau , Andres Upegui : Cellular Self-Organising Maps - CSOM. WSOM+ 2019 : 33-43 share record
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Alaa Ali Hameed , Naim Ajlouni , Bekir Karlik : Robust Adaptive SOMs Challenges in a Varied Datasets Analytics. WSOM+ 2019 : 110-119 share record
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Moritz Heusinger , Christoph Raab , Frank-Michael Schleif : Passive Concept Drift Handling via Momentum Based Robust Soft Learning Vector Quantization. WSOM+ 2019 : 200-209 share record
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Camden Jansen , Ali Mortazavi : Progressive Clustering and Characterization of Increasingly Higher Dimensional Datasets with Living Self-organizing Maps. WSOM+ 2019 : 285-293 share record
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Ashutosh Karna , Karina Gibert : Using Hierarchical Clustering to Understand Behavior of 3D Printer Sensors. WSOM+ 2019 : 150-159 share record
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Henry Kvinge , Michael Kirby , Chris Peterson , Chad Eitel , Tod Clapp : A Walk Through Spectral Bands: Using Virtual Reality to Better Visualize Hyperspectral Data. WSOM+ 2019 : 160-165 share record
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Xiaofeng Ma , Michael Kirby , Chris Peterson : Self-Organizing Mappings on the Flag Manifold. WSOM+ 2019 : 13-22 share record
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Gen Niina , Heizo Tokutaka , Masaaki Ohkita , Nobuhiko Kasezawa : Simultaneous Display of Front and Back Sides of Spherical SOM for Health Data Analysis. WSOM+ 2019 : 334-339 share record
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Alberto Nogales , Álvaro José García-Tejedor , Noemy Martín Sanz , Teresa de Dios Alija : Competencies in Higher Education: A Feature Analysis with Self-Organizing Maps. WSOM+ 2019 : 80-89 share record
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Madalina Olteanu , Jean-Charles Lamirel : When Clustering the Multiscalar Fingerprint of the City Reveals Its Segregation Patterns. WSOM+ 2019 : 140-149 share record
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Patrick Riley , Iván Olier , Marc Rea , Paulo Lisboa , Sandra Ortega-Martorell : A Voting Ensemble Method to Assist the Diagnosis of Prostate Cancer Using Multiparametric MRI. WSOM+ 2019 : 294-303 share record
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Maia Rosengarten , Sowmya Ramachandran : SOM-Based Anomaly Detection and Localization for Space Subsystems. WSOM+ 2019 : 57-69 share record
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Lorena A. Santos , Karine Reis Ferreira , Michelle Cristina Araújo Picoli , Gilberto Câmara : Self-Organizing Maps in Earth Observation Data Cubes Analysis. WSOM+ 2019 : 70-79 share record
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Sascha Saralajew , Lars Holdijk , Maike Rees , Thomas Villmann : Robustness of Generalized Learning Vector Quantization Models Against Adversarial Attacks. WSOM+ 2019 : 189-199 share record
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Diego P. Sousa , Guilherme A. Barreto , Charles C. Cavalcante , Cláudio M. S. Medeiros : LVQ-type Classifiers for Condition Monitoring of Induction Motors: A Performance Comparison. WSOM+ 2019 : 130-139 export record
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conf/wsom/SrivastavaORLO19 share record
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Meenal Srivastava , Iván Olier , Patrick Riley , Paulo Lisboa , Sandra Ortega-Martorell : Classifying and Grouping Mammography Images into Communities Using Fisher Information Networks to Assist the Diagnosis of Breast Cancer. WSOM+ 2019 : 304-313 share record
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Shannon Stiverson , Michael Kirby , Chris Peterson : Subspace Quantization on the Grassmannian. WSOM+ 2019 : 251-260