This book gathers contributions presented at the 7th International Conference on Soft Methods in Probability and Statistics SMPS 2014, held in Warsaw (Poland) on September 22-24, 2014. Its aim is to present recent results illustrating new trends in intelligent data analysis. It gives a comprehensive overview of current research into the fusion of soft computing methods with probability and statistics.
Synergies of both fields might improve intelligent data analysis methods in terms of robustness to noise and applicability to larger datasets, while being able to efficiently obtain understandable solutions of real-world problems.
Tabella dei contenuti
Soft methods in uncertainty modeling and processing.- Soft methods in statistics.- Soft methods in data analysis.
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Lingua Inglese ● Formato PDF ● Pagine 294 ● ISBN 9783319107653 ● Dimensione 5.0 MB ● Editore Przemyslaw Grzegorzewski & Marek Gagolewski ● Casa editrice Springer International Publishing ● Città Cham ● Paese CH ● Pubblicato 2014 ● Scaricabile 24 mesi ● Moneta EUR ● ID 5233684 ● Protezione dalla copia DRM sociale