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Anotácia knihy

Autism Autonomy: In Search of Our Human Dignity provides a new unifying methodological framework and discusses machine learning and biometrics techniques to diagnose, characterize, and treat patterns of sensory motor control underlying autism symptoms. With the hope of improving basic research in these areas, this volume will allow readers to design better interventions and provide awareness of a number of new technologies used in the autism field. Wearable bio-sensing technologies, machine learning, and AI methods are all discussed regarding their applications to provide better self-awareness, interaction, diagnosis, and prognosis. This volume is useful for researchers and clinicians interested in learning about these new technologies and how to enhance machine learning use in ASD for the betterment of patients. Describes advanced tools and techniques from machine learning and biometrics to diagnose and treat autismProvides methods and their implementation using real data and simple computer programs for diagnosis and prognosisDescribes in each chapter the methods used to quantify social and individual neurobiological phenomena explained and implementedChapters will contain links to a companion website containing the computer code in MATLAB®/Python™ languages and the data samples to generate the graphics displayed on the figures of each chapterVideos illustrating the experimental set up for each situation/method described will be included in each chapter and available on a companion website

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Science: general issues

• Celý názov: Autism Autonomy
• Podnázov: In Search of Our Human Dignity
• Autor: Elizabeth B. Torres
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 400
• EAN: 9780128188095
• ISBN: 012818809X
• ID: 44602013
• Nakladateľ: Elsevier Science
• Hmotnosť: 450 g
• Rozmery: 234 × 191 mm
• Dátum vydania: 01. August 2024

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