Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10710)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): LOD: International Conference on Machine Learning, Optimization, and Data Science
Conference proceedings info: MOD 2017.
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Table of contents (49 papers)
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Front Matter
About this book
The 50 full papers presented were carefully reviewed and selected from 126 submissions. The papers cover topics in the field of machine learning, artificial intelligence, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.
Keywords
- artificial intelligence
- classification
- cluster analysis
- computer architecture
- data mining
- differential evolution
- evolutionary algorithms
- genetic algorithms
- graph theory
- heuristic methods
- learning algorithms
- linear programming
- machine learning
- multiobjective optimization
- neural networks
- problem solving
- semantics
- simulated annealing
- Support Vector Machines (SVM)
- wireless telecommunication systems
Editors and Affiliations
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University of Catania, Catania, Italy
Giuseppe Nicosia, Giovanni Giuffrida
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University of Florida, Gainesville, USA
Panos Pardalos
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Harvard University, Cambridge, USA
Renato Umeton
Bibliographic Information
Book Title: Machine Learning, Optimization, and Big Data
Book Subtitle: Third International Conference, MOD 2017, Volterra, Italy, September 14–17, 2017, Revised Selected Papers
Editors: Giuseppe Nicosia, Panos Pardalos, Giovanni Giuffrida, Renato Umeton
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-72926-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2018
Softcover ISBN: 978-3-319-72925-1Published: 21 December 2017
eBook ISBN: 978-3-319-72926-8Published: 19 December 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXI, 600
Number of Illustrations: 137 b/w illustrations, 121 illustrations in colour
Topics: Information Systems Applications (incl. Internet), Artificial Intelligence, Algorithm Analysis and Problem Complexity, Data Mining and Knowledge Discovery, Mathematics of Computing, Computer Systems Organization and Communication Networks