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" Advances in self-organising maps "
[edited by] Nigel Allinson ... [et al.].
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BL
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| Record Number
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731294
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b551080
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| Main Entry
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[edited by] Nigel Allinson ... [et al.].
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| Title & Author
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Advances in self-organising maps\ [edited by] Nigel Allinson ... [et al.].
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| Publication Statement
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London: Springer, 2001
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| Page. NO
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IX, 288 p. : il. ; 24 cm
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| ISBN
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1852335114
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: 9781852335113
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| Notes
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Proceedings of the third Workshop on Self-Organizing Maps, held June 13-15, 2001, University of Lincolnshire and Humberside.;Indice.
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| Contents
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Towards an information-theoretic approach to kernel-based topographic map formation.-A statistical tool to assess the reliability of self-organising maps.-A SOM association network.-A supervised self-organising map for structured data.-Human gait analysis using SOM.-Exploring financial crises data with self-organising maps (SOM).-Analysing health inequalities using SOM.-Integrating contextual information into text document clustering with self-organising maps.-Self-organising Internet semantic network.-Recursive learning rules for SOMs.-Induced Vorono kernels for principal manifolds approximation.-Visualisation induced SOM (ViSOM).-An approach to automated interpretation of SOM.-VQ-based clustering algorithm of piecewise-dependant-data.-Adaptive subspace encoders using stochastic vector quantisers.-SHAPESOM.-A new interpolation algorithm employing a self organising map.-SOM-based exploratory analysis of gene expression data.-Exploring power transformer database using self-organising maps (SOM) and minimal spanning tree (MST).-Recent advances with the growing hierarchical self-organising Map.-Self-organising maps of web link information.-A design method of DNA chips using self-organising maps.-Multi-dimensional self-organising maps on massively parallel hardware.-A new method of Hough transform by using SOM with input vector transformation.-Estimating relevant input dimensions for self-organising algorithms.- An overview on unsupervised learning from data mining perspective.-Recursive self-organising maps.-An investigation into catastrophic interference on a SOM network.-A topography-preserving latent variable model with learning metrics.-Vector quantisation with g-observable neighbors.-Dynamic vector quantisation of speech.-Optimisation of electronic parts mounting machines using SOM-TSP method with 5 dimensional data.-Self-organising maps forcondition assessment of paper insulated cables.-An essay in classifying self-organising maps for temporal sequence processing.-Evaluating SOM-based models in text classification tasks for the Greek language.-Nonlinear blind source separation using SOMs and applications to image denoising.-Signal-based feature extraction and SOM based dimension reduction in a vibration monitoring microsystem.
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| Subject
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Redes neurales (Informática) -- congresos y asambleas.
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| Subject
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Sistemas de autoorganización -- congresos y asambleas.
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| LC Classification
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QA76.87E358 2001
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| Added Entry
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et al
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Nigel Allinson
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