Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12463)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: ICIC 2020.
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Table of contents (54 papers)
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Evolutionary Computing and Learning
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Swarm Intelligence and Optimization
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Compressed Sensing and Sparse Coding
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Neural Networks
Other volumes
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Intelligent Computing Theories and Application
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Intelligent Computing Theories and Application
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Intelligent Computing Methodologies
Keywords
- supervised learning
- unsupervised learning
- reinforcement learning
- semi-supervised learning
- data mining and Clustering
- artificial intelligence
- Kernel methods
- support vector machines
- neural networks
- deep learning
- ensemble methods
- computational biology
- feature selection
- molecular sequence analysis
- computational genomics
- motif discovery
- systems biology
- bioinformatics
About this book
This two-volume set of LNCS 12463 and LNCS 12464 constitutes - in conjunction with the volume LNAI 12465 - the refereed proceedings of the 16th International Conference on Intelligent Computing, ICIC 2020, held in Bari, Italy, in October 2020. The 162 full papers of the three proceedings volumes were carefully reviewed and selected from 457 submissions.
The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is “Advanced Intelligent Computing Methodologies and Applications.” Papers related to this theme are especially solicited, addressing theories, methodologies, and applications in science and technology.
Editors and Affiliations
Bibliographic Information
Book Title: Intelligent Computing Theories and Application
Book Subtitle: 16th International Conference, ICIC 2020, Bari, Italy, October 2–5, 2020, Proceedings, Part I
Editors: De-Shuang Huang, Vitoantonio Bevilacqua, Abir Hussain
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-60799-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-60798-2Published: 14 October 2020
eBook ISBN: 978-3-030-60799-9Published: 13 October 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXXIV, 614
Number of Illustrations: 113 b/w illustrations, 148 illustrations in colour
Topics: Image Processing and Computer Vision, Artificial Intelligence, Computer Communication Networks, Theory of Computation, Machine Learning, Computing Milieux