Strengthening Links Between Data Analysis and Soft Computing

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Grzegorzewski, Przemyslaw (Επιμελητής έκδοσης), Gagolewski, Marek (Επιμελητής έκδοσης), Hryniewicz, Olgierd (Επιμελητής έκδοσης), Gil, María Ángeles (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Advances in Intelligent Systems and Computing, 315
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).
• Φυσική περιγραφή: XII, 294 p. 42 illus., 3 illus. in color. online resource.
• ISBN: 9783319107653
• ISSN: 2194-5357 ;

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.