Theoretical Computer Science and General Issues
cover

Artificial Neural Networks and Machine Learning – ICANN 2021

30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part II

Editors: Farkaš, I., Masulli, P., Otte, S., Wermter, S. (Eds.)

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  • ISBN 978-3-030-86340-1
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About this book

The proceedings set LNCS 12891, LNCS 12892, LNCS 12893, LNCS 12894 and LNCS 12895 constitute the proceedings of the 30th International Conference on Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes.


In this volume, the papers focus on topics such as computer vision and object detection, convolutional neural networks and kernel methods, deep learning and optimization, distributed and continual learning, explainable methods, few-shot learning and generative adversarial networks.

*The conference was held online 2021 due to the COVID-19 pandemic.

Table of contents (51 chapters)

Table of contents (51 chapters)
  • Selective Multi-scale Learning for Object Detection

    Pages 3-14

    Chen, Junliang (et al.)

  • DRENet: Giving Full Scope to Detection and Regression-Based Estimation for Video Crowd Counting

    Pages 15-27

    Liu, Changsheng (et al.)

  • Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya

    Pages 28-39

    Moraes, Jairo Lucas (et al.)

  • Faster-LTN: A Neuro-Symbolic, End-to-End Object Detection Architecture

    Pages 40-52

    Manigrasso, Francesco (et al.)

  • GC-MRNet: Gated Cascade Multi-stage Regression Network for Crowd Counting

    Pages 53-66

    Shi, Ying (et al.)

Buy this book

eBook 74,89 €
price for Spain (gross)
  • ISBN 978-3-030-86340-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 93,59 €
price for Spain (gross)
  • ISBN 978-3-030-86339-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Neural Networks and Machine Learning – ICANN 2021
Book Subtitle
30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part II
Editors
  • Igor Farkaš
  • Paolo Masulli
  • Sebastian Otte
  • Stefan Wermter
Series Title
Theoretical Computer Science and General Issues
Series Volume
12892
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-86340-1
DOI
10.1007/978-3-030-86340-1
Softcover ISBN
978-3-030-86339-5
Edition Number
1
Number of Pages
XXIII, 651
Number of Illustrations
10 b/w illustrations, 219 illustrations in colour
Topics