Strengthening Links Between Data Analysis and Soft Computing

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.

List of contents

Soft methods in uncertainty modeling and processing.- Soft methods in statistics.- Soft methods in data analysis.

Summary

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.

Product details

• Assisted by: Mare Gagolewski (Editor), Marek Gagolewski (Editor), Maria Angeles Gil (Editor), María Ángeles Gil (Editor), Przemyslaw Grzegorzewski (Editor), Olgierd Hryniewicz (Editor), Olgierd Hryniewicz et al (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2014
• EAN: 9783319107646
• ISBN: 978-3-31-910764-6
• No. of pages: 294
• Dimensions: 159 mm x 234 mm x 11 mm
• Weight: 470 g
• Illustrations: XII, 294 p. 42 illus., 3 illus. in color.
• Series: Advances in Intelligent Systems and Computing; Advances in Intelligent Systems and Computing
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; B, Artificial Intelligence, engineering, Computational Intelligence, Soft Methods, Soft Methods in Probability and Statistics