Strengthening Links Between Data Analysis and Soft Computing

2015
ISBN: 978-3-319-10764-6
Verlag: Springer International Publishing

Buch, Englisch, Band 315, 294 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 4686 g

Reihe: Advances in Intelligent Systems and 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.

Zielgruppe

Research

Autoren/Hrsg.

Grzegorzewski, Przemyslaw

Gil, María Ángeles

Gagolewski, Marek

Hryniewicz, Olgierd

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Datenanalyse, Datenverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

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