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Smart Innovation, Systems and Technologies

Neural Advances in Processing Nonlinear Dynamic Signals

Editors: Esposito, A., Faundez-Zanuy, M., Morabito, F.C., Pasero, E. (Eds.)

  • Presents neural networks algorithms and advanced machine learning techniques for processing nonlinear dynamic signals such as audio, speech, financial signals, feedback loops, waveform generations, filtering, equalization, signals from arrays of sensors, and perturbation in the automatic control of industrial production processes
  • Proposes approaches to measure and highlight the importance of the use of intelligent tools in the investigation of economic/financial and industrial processes
  • Covers different scientific areas in computational intelligence and related techniques in financial, industrial, and information and communications technology (ICT) engineering
  • Includes contributions from leading experts
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eBook 118,99 €
price for Italia (gross)
  • ISBN 978-3-319-95098-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Italia (gross)
  • ISBN 978-3-319-95097-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book proposes neural networks algorithms and advanced machine learning techniques for processing nonlinear dynamic signals such as audio, speech, financial signals, feedback loops, waveform generation, filtering, equalization, signals from arrays of sensors, and perturbations in the automatic control of industrial production processes. It also discusses the drastic changes in financial, economic, and work processes that are currently being experienced by the computational and engineering sciences community.

Addresses key aspects, such as the integration of neural algorithms and procedures for the recognition, the analysis and detection of dynamic complex structures and the implementation of systems for discovering patterns in data, the book highlights the commonalities between computational intelligence (CI) and information and communications technologies (ICT) to promote transversal skills and sophisticated processing techniques.

This book is a valuable resource for

a. The academic research community

b. The ICT market

c.  PhD students and early stage researchers

d. Companies, research institutes

e. Representatives from industry and standardization bodies

Table of contents (28 chapters)

  • Processing Nonlinearities

    Esposito, Anna (et al.)

    Pages 3-7

  • Temporal Artifacts from Edge Accumulation in Social Interaction Networks

    Revelle, Matt (et al.)

    Pages 11-21

  • Data Mining by Evolving Agents for Clusters Discovery and Metric Learning

    Martino, Alessio (et al.)

    Pages 23-35

  • Neural Beamforming for Speech Enhancement: Preliminary Results

    Tomassetti, Stefano (et al.)

    Pages 37-47

  • Error Resilient Neural Networks on Low-Dimensional Manifolds

    Petukhov, Alexander (et al.)

    Pages 49-59

Buy this book

eBook 118,99 €
price for Italia (gross)
  • ISBN 978-3-319-95098-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Italia (gross)
  • ISBN 978-3-319-95097-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Neural Advances in Processing Nonlinear Dynamic Signals
Editors
  • Anna Esposito
  • Marcos Faundez-Zanuy
  • Francesco Carlo Morabito
  • Eros Pasero
Series Title
Smart Innovation, Systems and Technologies
Series Volume
102
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-95098-3
DOI
10.1007/978-3-319-95098-3
Hardcover ISBN
978-3-319-95097-6
Series ISSN
2190-3018
Edition Number
1
Number of Pages
XII, 318
Number of Illustrations
30 b/w illustrations, 61 illustrations in colour
Topics