عنوان

Advances in self-organising maps

شابک

1852335114

شابک

9781852335113

شماره

b551080

عنوان اصلي

Advances in self-organising maps

نام عام مواد

[Book]

نام نخستين پديدآور

[edited by] Nigel Allinson ... [et al.].

محل نشرو پخش و غیره

London

نام ناشر، پخش کننده و غيره

Springer

تاریخ نشرو بخش و غیره

2001

نام خاص و کميت اثر

IX, 288 p. : il. ; 24 cm

متن يادداشت

Proceedings of the third Workshop on Self-Organizing Maps, held June 13-15, 2001, University of Lincolnshire and Humberside.;Indice.

متن يادداشت

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.

موضوع مستند نشده

Redes neurales (Informática) -- congresos y asambleas.

موضوع مستند نشده

Sistemas de autoorganización -- congresos y asambleas.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

[edited by] Nigel Allinson ... [et al.].

مستند نام اشخاص تاييد نشده

et al

مستند نام اشخاص تاييد نشده

Nigel Allinson

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y