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Titlebook: Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization; Proceedings of the 1 Alfredo Vellido,Kar

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Computational Systems Toxicology a model of the terrain characterization from exteroceptive features that are associated with the proprioceptive based estimation of the traversal cost. Based on the reported results, the proposed deployment provides competitive results to the existing approach based on the Incremental Gaussian Mixture Network.
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SOM-Based Anomaly Detection and Localization for Space Subsystemsuccessfully modeled and analyzed datasets from a NASA Ames Research Center Graywater Recycling System which documents a real hardware system fault. Our results show that ADTM effectively detects both known and unknown anomalies and identifies the correlated measurands from models trained using just nominal data.
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Conference proceedings 2020f its coverage, the book will be of interest to machine learning researchers and practitioners in general and, more specifically, to those looking for the latest developments in unsupervised learning and data visualization..
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