New soft computing techniques for system modelling, pattern classification and image processing.

zbMath1054.68127MaRDI QIDQ1888937

Leszek Rutkowski

Publication date: 29 November 2004

Published in: Studies in Fuzziness and Soft Computing (Search for Journal in Brave)

zbMATH Keywords

image compressionleast squares techniquesprobabilistic neural networksvector quantization technique

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10) Research exposition (monographs, survey articles) pertaining to computer science (68-02)

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On the Global Convergence of the Parzen-Based Generalized Regression Neural Networks Applied to Streaming Data ⋮ The CART decision tree for mining data streams ⋮ Nonlinear modelling and classification based on the MICOG defuzzification ⋮ Probabilistic neural network with homogeneity testing in recognition of discrete patterns set ⋮ Towards Robustness in Neural Network Based Fault Diagnosis ⋮ Introduction to Fuzzy Systems

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