Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12566)
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: LOD 2020.
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Table of contents (53 papers)
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Front Matter
Other Volumes
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Machine Learning, Optimization, and Data Science
About this book
This two-volume set, LNCS 12565 and 12566, constitutes the refereed proceedings of the 6th International Conference on Machine Learning, Optimization, and Data Science, LOD 2020, held in Siena, Italy, in July 2020.
The total of 116 full papers presented in this two-volume post-conference proceedings set was carefully reviewed and selected from 209 submissions. These research articles were written by leading scientists in the fields of machine learning, artificial intelligence, reinforcement learning, computational optimization, and data science presenting a substantial array of ideas, technologies, algorithms, methods, and applications.
Keywords
- bayesian networks
- classification
- computer networks
- computer vision
- correlation analysis
- data mining
- deep learning
- education
- evolutionary algorithms
- genetic algorithms
- image analysis
- image processing
- internet
- learning
- mathematics
- network protocols
- neural networks
- optimization
- optimization problems
- signal processing
Editors and Affiliations
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University of Catania, Catania, Italy
Giuseppe Nicosia, Giovanni Giuffrida
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University of Reading, Reading, UK
Varun Ojha
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University of Oxford, Oxford, UK
Emanuele La Malfa
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University of Cambridge, Cambridge, UK
Giorgio Jansen
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Almawave, Rome, Italy
Vincenzo Sciacca
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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 Data Science
Book Subtitle: 6th International Conference, LOD 2020, Siena, Italy, July 19–23, 2020, Revised Selected Papers, Part II
Editors: Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Giorgio Jansen, Vincenzo Sciacca, Panos Pardalos, Giovanni Giuffrida, … Renato Umeton
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-64580-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-64579-3Published: 07 January 2021
eBook ISBN: 978-3-030-64580-9Published: 06 January 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXXVIII, 666
Number of Illustrations: 32 b/w illustrations, 179 illustrations in colour
Topics: Computer Applications, Machine Learning, Computers and Education, Artificial Intelligence, Computing Milieux