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000922750 019__ $$a1121271987
000922750 020__ $$a9789811389504$$q(electronic book)
000922750 020__ $$a9811389500$$q(electronic book)
000922750 020__ $$z9789811389498
000922750 0247_ $$a10.1007/978-981-13-8950-4$$2doi
000922750 0247_ $$a10.1007/978-981-13-8
000922750 035__ $$aSP(OCoLC)on1121031347
000922750 035__ $$aSP(OCoLC)1121031347$$z(OCoLC)1121271987
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000922750 049__ $$aISEA
000922750 050_4 $$aQA76.87
000922750 08204 $$a006.3/2$$223
000922750 24500 $$aNeural approaches to dynamics of signal exchanges /$$cAnna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero, editors.
000922750 264_1 $$aSingapore :$$bSpringer,$$c2020.
000922750 300__ $$a1 online resource (xxviii, 525 pages) :$$billustrations.
000922750 336__ $$atext$$btxt$$2rdacontent
000922750 337__ $$acomputer$$bc$$2rdamedia
000922750 338__ $$aonline resource$$bcr$$2rdacarrier
000922750 4901_ $$aSmart innovation, systems and technologies,$$x2190-3018 ;$$vvolume 151
000922750 504__ $$aIncludes bibliographical references and author index.
000922750 5050_ $$aSome note on Artificial Intelligence -- Music Genre Classification Using Stacked Auto-Encoders -- Linear Artificial Forces for Human Dynamics in Complex Contexts -- Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection -- Italian Text Categorization With Lemmatization and Support Vector Machines -- SOM-Based Analysis of Volcanic Rocks: An Application to Somma-Vesuvius and Campi Flegrei Volcanoes -- Towards an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach -- An Effective Fuzzy Recommender System for Fund Raising Management -- Reconstruction, Optimisation and Quality Check of Microsoft Hololens-Acquired 3D Points Clouds -- The "Probabilistic Rand Index": A Look from Some Different Perspectives.
000922750 506__ $$aAccess limited to authorized users.
000922750 520__ $$aThe book presents research that contributes to the development of intelligent dialog systems to simplify diverse aspects of everyday life, such as medical diagnosis and entertainment. Covering major thematic areas: machine learning and artificial neural networks; algorithms and models; and social and biometric data for applications in human–computer interfaces, it discusses processing of audio-visual signals for the detection of user-perceived states, the latest scientific discoveries in processing verbal (lexicon, syntax, and pragmatics), auditory (voice, intonation, vocal expressions) and visual signals (gestures, body language, facial expressions), as well as algorithms for detecting communication disorders, remote health-status monitoring, sentiment and affect analysis, social behaviors and engagement. Further, it examines neural and machine learning algorithms for the implementation of advanced telecommunication systems, communication with people with special needs, emotion modulation by computer contents, advanced sensors for tracking changes in real-life and automatic systems, as well as the development of advanced human–computer interfaces. The book does not focus on solving a particular problem, but instead describes the results of research that has positive effects in different fields and applications.
000922750 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed September 26, 2019).
000922750 650_0 $$aNeural networks (Computer science)
000922750 650_0 $$aSignal processing.
000922750 7001_ $$aEsposito, Anna,$$eeditor.
000922750 7001_ $$aFaúndez Zanuy, Marcos,$$eeditor.
000922750 7001_ $$aMorabito, F. C.$$q(Francesco Carlo),$$eeditor.
000922750 7001_ $$aPasero, Eros,$$eeditor.
000922750 830_0 $$aSmart innovation, systems, and technologies ;$$v151.
000922750 852__ $$bebk
000922750 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-13-8950-4$$zOnline Access$$91397441.1
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000922750 980__ $$aEBOOK
000922750 980__ $$aBIB
000922750 982__ $$aEbook
000922750 983__ $$aOnline
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