Machine Learning, Optimization, and Data Science - 4th International Conference, LOD 2018, Volterra, Italy, September 13-16, 2018, Revised Selected Papers

This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.The 46 full papers presented were carefully reviewed and selected from 126 submissions. The papers cover topics in the field of machine learning, artificial intelligence,  reinforcement learning, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.

List of contents

Machine learning.- Artificial intelligence.- Reinforcement learning.- Computational optimization.- Data science presenting.- Deep learning.- Big data.- Data analytics.- Neural networks.

Summary

This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.The 46 full papers presented were carefully reviewed and selected from 126 submissions. The papers cover topics in the field of machine learning, artificial intelligence,  reinforcement learning, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Product details

• Assisted by: Giovanni Giuffrida (Editor), Giuseppe Nicosia (Editor), Panos Pardalos (Editor), Vincenzo Sciacca (Editor), Renato Umeton (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 14.02.2019
• EAN: 9783030137083
• ISBN: 978-3-0-3013708-3
• No. of pages: 562
• Dimensions: 156 mm x 33 mm x 236 mm
• Weight: 882 g
• Illustrations: XXII, 562 p. 224 illus., 115 illus. in color.
• Series: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Application software; C, Algorithmen und Datenstrukturen, machine learning, Data Mining, Maschinelles Lernen, Algorithms, Wissensbasierte Systeme, Expertensysteme, computer science, Information Systems Applications (incl. Internet), Computer and Information Systems Applications, Application software, Data Mining and Knowledge Discovery, Algorithms & data structures, Internet searching, Algorithm Analysis and Problem Complexity, Expert systems / knowledge-based systems