Strengthening Links Between Data Analysis and Soft Computing

Przemyslaw Grzegorzewski, Marek Gagolewski, Olgierd Hryniewicz, María Ángeles Gil (Herausgeber)

Buch | Softcover

XII, 294 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-10764-6 (ISBN)

Infos

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.

Inhalt

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

Produkt-Details

• Erscheint lt. Verlag: 25.9.2014
• Reihe/Serie: Advances in Intelligent Systems and Computing
• Zusatzinfo: XII, 294 p. 42 illus., 3 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Maße: 155 x 235 mm
• Gewicht: 474 g
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik
• Schlagworte: Computational Intelligence • Intelligent Data Analysis • SMPS • Soft Computing • Soft Methods • Soft Methods in Probability and Statistics
• ISBN-10: 3-319-10764-X / 331910764X
• ISBN-13: 978-3-319-10764-6 / 9783319107646
• Zustand: Neuware