Machine Learning and Cybernetics 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Wang, Xizhao (Επιμελητής έκδοσης), Pedrycz, Witold (Επιμελητής έκδοσης), Chan, Patrick (Επιμελητής έκδοσης), He, Qiang (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Σειρά: Communications in Computer and Information Science, 481
• Θέματα: Computer science.; Algorithms.; Data mining.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.; Algorithm Analysis and Problem Complexity.

This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Cybernetics, Lanzhou, China, in July 2014. The 45 revised full papers presented were carefully reviewed and selected from 421 submissions. The papers are organized in topical sections on class...

Πίνακας περιεχομένων:

• Classification and semi-supervised learning;
• Clustering and kernel.-Application to recognition
• Sampling and big data
• Application to detection
• Decision tree learning; learning and adaptation
• Similarity and decision making
• Learning with uncertainty
• Improved learning algorithms and applications.