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.
قائمة المحتويات
Soft methods in uncertainty modeling and processing.- Soft methods in statistics.- Soft methods in data analysis.
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لغة الإنجليزية ● شكل PDF ● صفحات 294 ● ISBN 9783319107653 ● حجم الملف 5.0 MB ● محرر Przemyslaw Grzegorzewski & Marek Gagolewski ● الناشر Springer International Publishing ● مدينة Cham ● بلد CH ● نشرت 2014 ● للتحميل 24 الشهور ● دقة EUR ● هوية شخصية 5233684 ● حماية النسخ DRM الاجتماعية