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Neural approaches to dynamics of signal exchanges

Author: Anna Esposito; Marcos Faúndez Zanuy; F C Morabito; Eros Pasero
Publisher: Singapore : Springer, 2020.
Series: Smart innovation, systems, and technologies, 151.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
The book presents research that contributes to the development of intelligent dialog systems to simplify diverse aspects of everyday life, such as medical diagnosis and entertainment. Covering major thematic areas: machine learning and artificial neural networks; algorithms and models; and social and biometric data for applications in human–computer interfaces, it discusses processing of audio-visual signals for the  Read more...
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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Anna Esposito; Marcos Faúndez Zanuy; F C Morabito; Eros Pasero
ISBN: 9789811389504 9811389500
OCLC Number: 1121031347
Description: 1 online resource (xxviii, 525 pages) : illustrations (some color).
Contents: Some note on Artificial Intelligence --
Music Genre Classification Using Stacked Auto-Encoders --
Linear Artificial Forces for Human Dynamics in Complex Contexts --
Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection --
Italian Text Categorization With Lemmatization and Support Vector Machines --
SOM-Based Analysis of Volcanic Rocks: An Application to Somma-Vesuvius and Campi Flegrei Volcanoes --
Towards an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach --
An Effective Fuzzy Recommender System for Fund Raising Management --
Reconstruction, Optimisation and Quality Check of Microsoft Hololens-Acquired 3D Points Clouds --
The "Probabilistic Rand Index": A Look from Some Different Perspectives.
Series Title: Smart innovation, systems, and technologies, 151.
Responsibility: Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero, editors.

Abstract:

Further, it examines neural and machine learning algorithms for the implementation of advanced telecommunication systems, communication with people with special needs, emotion modulation by computer  Read more...

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