Lecture Notes in Artificial Intelligence
cover

Advances in Artificial Intelligence

19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021, Málaga, Spain, September 22–24, 2021, Proceedings

Editors: Alba, E., Luque, G., Chicano, F., Cotta, C., Camacho, D., Ojeda-Aciego, M., Montes, S., Troncoso, A., Riquelme Santos, J.C., Gil-Merino, R. (Eds.)

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About this book

This book constitutes the refereed proceedings of the 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020, which was cancelled due to the COVID-19 pandemic, amalgamated with CAEPIA 2021, and held in Malaga, Spain, during September 2021.
The 25 full papers presented were carefully selected from 40 submissions. The Conference of the Spanish Association of Artificial Intelligence (CAEPIA) is a biennial forum open to researchers from all over the world to present and discuss their latest scientific and technological advances in Antificial Intelligence (AI). The book is subdivided into the following topical headings: machine learning, optimization and search, and real-world applications. It covers such themes as ambient intelligence and smart environments; computer vision and robotics; constraints, search and planning; creativity and A.I.; education and A.I.; explainable and responsible A.I.; foundation, models and applications of A.I, and others.

Table of contents (25 chapters)

Table of contents (25 chapters)
  • Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning

    Pages 3-13

    Casado-García, Ángela (et al.)

  • LabelDetection: Simplifying the Use and Construction of Deep Detection Models

    Pages 14-22

    Casado-García, Ángela (et al.)

  • A Proposal to Integrate Deep Q-Learning with Automated Planning to Improve the Performance of a Planning-Based Agent

    Pages 23-32

    Núñez-Molina, Carlos (et al.)

  • ReLU-Based Activations: Analysis and Experimental Study for Deep Learning

    Pages 33-43

    Vargas, Víctor Manuel (et al.)

  • Studying the Effect of Different

    Pages 44-53

    Guijo-Rubio, David (et al.)

Buy this book

eBook 48,14 €
price for Spain (gross)
  • ISBN 978-3-030-85713-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 60,31 €
price for Spain (gross)
  • ISBN 978-3-030-85712-7
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • 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
Advances in Artificial Intelligence
Book Subtitle
19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021, Málaga, Spain, September 22–24, 2021, Proceedings
Editors
  • Enrique Alba
  • Gabriel Luque
  • Francisco Chicano
  • Carlos Cotta
  • David Camacho
  • Manuel Ojeda-Aciego
  • Susana Montes
  • Alicia Troncoso
  • José Cristobal Riquelme Santos
  • Rodrigo Gil-Merino
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
12882
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-85713-4
DOI
10.1007/978-3-030-85713-4
Softcover ISBN
978-3-030-85712-7
Edition Number
1
Number of Pages
XV, 270
Number of Illustrations
14 b/w illustrations, 54 illustrations in colour
Topics