Aplicaciones de las redes de neuronas en supervisión, diagnosis y control de procesos

Aplicaciones de las redes de neuronas en supervisión, diagnosis y control de procesos PDF Author: María Jesús de la Fuente Aparicio
Publisher: Equinoccio
ISBN: 9789802371907
Category :
Languages : es
Pages : 320

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Book Description

Aplicaciones de las redes de neuronas en supervisión, diagnosis y control de procesos

Aplicaciones de las redes de neuronas en supervisión, diagnosis y control de procesos PDF Author: María Jesús de la Fuente Aparicio
Publisher: Equinoccio
ISBN: 9789802371907
Category :
Languages : es
Pages : 320

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Book Description


Cloud Computing, Big Data & Emerging Topics

Cloud Computing, Big Data & Emerging Topics PDF Author: Marcelo Naiouf
Publisher: Springer
ISBN: 9783030848248
Category : Computers
Languages : en
Pages : 203

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Book Description
This book constitutes the revised selected papers of the 9th International Conference on Cloud Computing, Big Data & Emerging Topics, JCC-BD&ET 2021, held in La Plata, Argentina*, in June 2021. The 12 full papers and 2 short papers presented were carefully reviewed and selected from a total of 37 submissions. The papers are organized in topical sections on parallel and distributed computing; machine and deep learning; big data; web and mobile computing; visualization.. *The conference was held virtually due to the COVID-19 pandemic.

Time Series Prediction

Time Series Prediction PDF Author: Andreas S. Weigend
Publisher: Routledge
ISBN: 042997227X
Category : Social Science
Languages : en
Pages : 665

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Book Description
The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques that are used to study time series, both as a reference for experts and as a guide for novices.

Applied Biomechatronics Using Mathematical Models

Applied Biomechatronics Using Mathematical Models PDF Author: Jorge Garza Ulloa
Publisher: Academic Press
ISBN: 0128125950
Category : Technology & Engineering
Languages : en
Pages : 664

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Book Description
Applied Biomechatronics Using Mathematical Models provides an appropriate methodology to detect and measure diseases and injuries relating to human kinematics and kinetics. It features mathematical models that, when applied to engineering principles and techniques in the medical field, can be used in assistive devices that work with bodily signals. The use of data in the kinematics and kinetics analysis of the human body, including musculoskeletal kinetics and joints and their relationship to the central nervous system (CNS) is covered, helping users understand how the complex network of symbiotic systems in the skeletal and muscular system work together to allow movement controlled by the CNS. With the use of appropriate electronic sensors at specific areas connected to bio-instruments, we can obtain enough information to create a mathematical model for assistive devices by analyzing the kinematics and kinetics of the human body. The mathematical models developed in this book can provide more effective devices for use in aiding and improving the function of the body in relation to a variety of injuries and diseases. Focuses on the mathematical modeling of human kinematics and kinetics Teaches users how to obtain faster results with these mathematical models Includes a companion website with additional content that presents MATLAB examples

Advances in Neural Network Research and Applications

Advances in Neural Network Research and Applications PDF Author: Zhigang Zeng
Publisher: Springer Science & Business Media
ISBN: 3642129900
Category : Technology & Engineering
Languages : en
Pages : 921

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Book Description
This book is a part of the Proceedings of the Seventh International Symposium on Neural Networks (ISNN 2010), held on June 6-9, 2010 in Shanghai, China. Over the past few years, ISNN has matured into a well-established premier international symposium on neural networks and related fields, with a successful sequence of ISNN series in Dalian (2004), Chongqing (2005), Chengdu (2006), Nanjing (2007), Beijing (2008), and Wuhan (2009). Following the tradition of ISNN series, ISNN 2010 provided a high-level international forum for scientists, engineers, and educators to present the state-of-the-art research in neural networks and related fields, and also discuss the major opportunities and challenges of future neural network research. Over the past decades, the neural network community has witnessed significant breakthroughs and developments from all aspects of neural network research, including theoretical foundations, architectures, and network organizations, modeling and simulation, empirical studies, as well as a wide range of applications across different domains. The recent developments of science and technology, including neuroscience, computer science, cognitive science, nano-technologies and engineering design, among others, has provided significant new understandings and technological solutions to move the neural network research toward the development of complex, large scale, and networked brain-like intelligent systems. This long-term goals can only be achieved with the continuous efforts from the community to seriously investigate various issues on neural networks and related topics.

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models PDF Author: Jorge Garza Ulloa
Publisher: Elsevier
ISBN: 0128209348
Category : Science
Languages : en
Pages : 705

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Book Description
Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. These models will be used to study how the nervous system and musculoskeletal system obey movement orders from the brain, as well as the mental processes of the information during cognition when injuries and neurologic diseases are present in the human body. The interaction between these three areas are studied in this book with the objective of obtaining AI models on injuries and neurologic diseases of the human body, studying diseases of the brain, spine and the nerves that connect them with the musculoskeletal system. There are more than 600 diseases of the nervous system, including brain tumors, epilepsy, Parkinson's disease, stroke, and many others. These diseases affect the human cognitive system that sends orders from the central nervous system (CNS) through the peripheral nervous systems (PNS) to do tasks using the musculoskeletal system. These actions can be detected by many Bioinstruments (Biomedical Instruments) and cognitive device data, allowing us to apply AI using Machine Learning-Deep Learning-Cognitive Computing models through algorithms to analyze, detect, classify, and forecast the process of various illnesses, diseases, and injuries of the human body. Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models provides readers with the study of injuries, illness, and neurological diseases of the human body through Artificial Intelligence using Machine Learning (ML), Deep Learning (DL) and Cognitive Computing (CC) models based on algorithms developed with MATLAB® and IBM Watson®. Provides an introduction to Cognitive science, cognitive computing and human cognitive relation to help in the solution of AI Biomedical engineering problems Explain different Artificial Intelligence (AI) including evolutionary algorithms to emulate natural evolution, reinforced learning, Artificial Neural Network (ANN) type and cognitive learning and to obtain many AI models for Biomedical Engineering problems Includes coverage of the evolution Artificial Intelligence through Machine Learning (ML), Deep Learning (DL), Cognitive Computing (CC) using MATLAB® as a programming language with many add-on MATLAB® toolboxes, and AI based commercial products cloud services as: IBM (Cognitive Computing, IBM Watson®, IBM Watson Studio®, IBM Watson Studio Visual Recognition®), and others Provides the necessary tools to accelerate obtaining results for the analysis of injuries, illness, and neurologic diseases that can be detected through the static, kinetics and kinematics, and natural body language data and medical imaging techniques applying AI using ML-DL-CC algorithms with the objective of obtaining appropriate conclusions to create solutions that improve the quality of life of patients

Biological and Medical Data Analysis

Biological and Medical Data Analysis PDF Author: José Luis Oliveira
Publisher: Springer
ISBN: 3540316582
Category : Medical
Languages : en
Pages : 413

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Book Description


Empirical Research in Education

Empirical Research in Education PDF Author: Gilbert de Landsheere
Publisher: Paris, France : Unesco
ISBN:
Category : Education
Languages : en
Pages : 122

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Book Description
IBE-UNESCO pub. Report evaluating recent trends in educational research and experimental schooling - examines historical and theoretical aspects of empirical research, considers the role of cultural factors in the learning process, aspects of curriculum development, and attainment appraisal, discusses various research projects, and includes a directory of research centres. Diagrams and references.

Child and Adolescent Psychopathology

Child and Adolescent Psychopathology PDF Author: Cecilia A. Essau
Publisher: Routledge
ISBN: 1135447039
Category : Medical
Languages : en
Pages : 308

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Book Description
How do biological and environmental factors influence the development of childhood and adolescent disorders? There has been a substantial increase of interest in research into child and adolescent psychopathology. In this book, Cecilia Essau brings together contributions from the UK, the US and Canada to provide a comprehensive summary of the information available on the subject. Beginning with an introduction to general issues related to child and adolescent psychopathology, including theoretical models of normal and abnormal development, each chapter goes on to address the issues associated with specific disorders, such as: oppositional defiant disorder and conduct disorder attention-deficit/hyperactivity disorder eating disorders substance use disorders somatoform disorders. The contributors present a thorough overview of each disorder, including discussion of definition and classification, epidemiology, risk factors, comorbidity, course, outcome and prevention. Child & Adolescent Psychopathology will be welcomed by all mental health professionals seeking a reliable source of scientifically and clinically relevant information on the nature and treatment of child and adolescent disorders.

Advances in Biomedicine

Advances in Biomedicine PDF Author: Mieczyslaw Pokorski
Publisher: Springer
ISBN: 3030253732
Category : Science
Languages : en
Pages : 120

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Book Description
This book gathers multidisciplinary articles that present advances of our understanding of diseases and the effective treatment of patients. The authors share recent clinical and experimental research findings, highlighting poorly understood areas with uncertain treatment outcomes, such as giant-cell bone tumors and their propensity to metastasize to the lungs; subterranean rehabilitation in pulmonary disorders; male reproductive hormone regulation during physical exercise in hyperbaric, hyperoxic environments, like underwater diving; and amelioration of cognitive decline owing to increased cerebral blood transit time after internal carotid artery stenting. Other topics include new concepts and innovations in the treatment of diabetes in pregnancy, and leg ulcers in chronic venous insufficiency, as well as molecular research on the toxic effects of oxidative stress, impaired cell autophagy, and experimental conditions resembling air pollution. Featuring the latest interdisciplinary advances in biomedicine, this book is a valuable resource for medical professionals, both academics and practitioners, and all allied health-care workers.