Information Systems and Applications, incl. Internet/Web, and HCI

Intelligent Computing Theories and Application

16th International Conference, ICIC 2020, Bari, Italy, October 2–5, 2020, Proceedings, Part II

Editors: Huang, De-Shuang, Jo, Kang-Hyun (Eds.)

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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.

Table of contents (54 chapters)

Table of contents (54 chapters)
  • A Novel Clustering-Framework of Gene Expression Data Based on the Combination Between Deep Learning and Self-organizing Map

    Pages 3-13

    Cui, Yan (et al.)

  • Tumor Gene Selection and Prediction via Supervised Correlation Analysis Based F-Score Method

    Pages 14-20

    Cheng, Jia-Jun (et al.)

  • A Machine Learning Based Method to Identify Differentially Expressed Genes

    Pages 21-31

    Chen, Bolin (et al.)

  • Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models

    Pages 32-42

    Lovino, Marta (et al.)

  • Inference Method for Reconstructing Regulatory Networks Using Statistical Path-Consistency Algorithm and Mutual Information

    Pages 45-56

    Yan, Yan (et al.)

Buy this book

eBook $84.99
price for Brazil
  • ISBN 978-3-030-60802-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover $109.99
price for Brazil
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Computing Theories and Application
Book Subtitle
16th International Conference, ICIC 2020, Bari, Italy, October 2–5, 2020, Proceedings, Part II
Editors
  • De-Shuang Huang
  • Kang-Hyun Jo
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
12464
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-60802-6
DOI
10.1007/978-3-030-60802-6
Softcover ISBN
978-3-030-60801-9
Edition Number
1
Number of Pages
XXII, 638
Number of Illustrations
190 b/w illustrations
Topics