Multidisciplinary Approaches To Neural Computing
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Multidisciplinary Approaches To Neural Computing
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Author : Anna Esposito
language : en
Publisher: Springer
Release Date : 2017-08-28
Multidisciplinary Approaches To Neural Computing written by Anna Esposito and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-28 with Technology & Engineering categories.
This book presents a collection of contributions in the field of Artificial Neural Networks (ANNs). The themes addressed are multidisciplinary in nature, and closely connected in their ultimate aim to identify features from dynamic realistic signal exchanges and invariant machine representations that can be exploited to improve the quality of life of their end users. Mathematical tools like ANNs are currently exploited in many scientific domains because of their solid theoretical background and effectiveness in providing solutions to many demanding tasks such as appropriately processing (both for extracting features and recognizing) mono- and bi-dimensional dynamic signals, solving strong nonlinearities in the data and providing general solutions for deep and fully connected architectures. Given the multidisciplinary nature of their use and the interdisciplinary characterization of the problems they are applied to – which range from medicine to psychology, industrial and social robotics, computer vision, and signal processing (among many others) – ANNs may provide a basis for redefining the concept of information processing. These reflections are supported by theoretical models and applications presented in the chapters of this book. This book is of primary importance for: (a) the academic research community, (b) the ICT market, (c) PhD students and early-stage researchers, (d) schools, hospitals, rehabilitation and assisted-living centers, and (e) representatives of multimedia industries and standardization bodies.
Multidisciplinary Approaches In Ai Creativity Innovation And Green Collaboration
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Author : Fields, Ziska
language : en
Publisher: IGI Global
Release Date : 2023-05-01
Multidisciplinary Approaches In Ai Creativity Innovation And Green Collaboration written by Fields, Ziska and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-01 with Science categories.
Creativity must be turned into innovation that adds value and leads to strategic action. Innovation is often associated with Silicon Valley, expensive research and development departments, and expensive commercialization that primarily benefits a small portion of the world’s population. A small portion of the world’s population working together to solve wicked green problems is not enough either. Green creativity and eco-innovation are necessary to help solve green problems by making products and services available and affordable to the masses. Multidisciplinary Approaches in AI, Creativity, Innovation, and Green Collaboration focuses on the importance of green creativity, eco-innovation, and collaboration to create a more sustainable world. It builds on the available literature and joint expertise in the field of management while providing further research opportunities in this dynamic field. Covering topics such as eco-leadership, green marketing, and social responsibility communication, this premier reference source is a comprehensive and timely resource for government officials, decision makers, business leaders and executives, students and educators of higher education, librarians, researchers, and academicians.
From Human Attention To Computational Attention
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Author : Matei Mancas
language : en
Publisher: Springer Nature
Release Date : 2025-08-16
From Human Attention To Computational Attention written by Matei Mancas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-16 with Science categories.
The new edition of this popular book introduces the study of attention, focusing on attention modeling, and addressing such themes as saliency models, signal detection, and different types of signals, including real-life applications. The first edition was written at a moment when the Deep Learning Neural Network (DNNs) techniques were just at their beginnings in terms of attention. Deep learning has recently become a key factor in attention prediction on images and video, and attention mechanisms have become key factors in deep learning models. The second edition tackles the arrival of DNNs for attention computing in images and video, and also discusses the attention mechanisms within DNNs (attention modules, transformers, grad-cam-based saliency maps, etc.). From Human Attention to Computational Attention 2nd Edition also explores the parallels between the brain structures and the DNN architectures to reveal how biomimetics can improve the model designs. The book is truly multi-disciplinary, collating work from psychology, neuroscience, engineering, and computer science.
Multidisciplinary Approach In Research Area Volume 7
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Author : Chief Editor- Biplab Auddya, Editor- Dr. Tarannum Khan, Bijanamula Supriya, Dr. Jyotsana Khandelwal, Mrs. V.Geetha, Smt. Padmini Kaji, Mercy Varshney
language : en
Publisher: The Hill Publication
Release Date : 2024-03-14
Multidisciplinary Approach In Research Area Volume 7 written by Chief Editor- Biplab Auddya, Editor- Dr. Tarannum Khan, Bijanamula Supriya, Dr. Jyotsana Khandelwal, Mrs. V.Geetha, Smt. Padmini Kaji, Mercy Varshney and has been published by The Hill Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-14 with Antiques & Collectibles categories.
16th International Conference On Applications Of Fuzzy Systems Soft Computing And Artificial Intelligence Tools Icafs 2023
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Author : Rafik A. Aliev
language : en
Publisher: Springer Nature
Release Date : 2025-02-12
16th International Conference On Applications Of Fuzzy Systems Soft Computing And Artificial Intelligence Tools Icafs 2023 written by Rafik A. Aliev and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-12 with Computers categories.
This book covers diverse areas of fuzzy logic, soft computing, and AI approaches such as uncertain computation, decision-making under imperfect information, deep learning, and others. The topics of the papers include theory and application of soft computing, decision theory with imperfect information, neuro-fuzzy technology, intelligent control, machine learning, evolutionary computing, fuzzy logic, and soft computing in engineering, industry, social sciences, business, economics, earth sciences, material sciences, and others. This book presents the proceedings of the 16th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2023, held in Antalya, Turkey, on September 14–15, 2023. This will be a useful guide for academics, practitioners, and graduates in fields of fuzzy systems and soft computing. It would allow for attracting of interest in development and applying of these paradigms in various real fields.
Interdisciplinary Approaches To Ai Internet Of Everything And Machine Learning
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Author : Pandey, Digvijay
language : en
Publisher: IGI Global
Release Date : 2024-12-13
Interdisciplinary Approaches To Ai Internet Of Everything And Machine Learning written by Pandey, Digvijay and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-13 with Computers categories.
Artificial intelligence (AI), the Internet of Everything (IoE), and Machine Learning (ML) are transforming modern society by driving innovation and improving efficiency across diverse fields. These technologies enable seamless connectivity, intelligent decision-making, and data-driven solutions that address complex global challenges. From revolutionizing industries like healthcare, education, and transportation to enhancing communication and resource management, their applications are vast and impactful. Interdisciplinary approaches are critical for unlocking their full potential, fostering collaboration across sectors to develop sustainable, ethical, and inclusive solutions. As these technologies continue to shape the future, they hold the promise of advancing societal progress while addressing pressing issues. Interdisciplinary Approaches to AI, Internet of Everything, and Machine Learning explores interdisciplinary approaches to harnessing AI, IoT, and ML to address complex challenges and drive innovation across various fields. It emphasizes collaborative strategies to develop sustainable, ethical, and impactful technological solutions for a rapidly evolving world. Covering topics such as artificial neural networks, management information systems, and supply chain management, this book is an excellent resource for researchers, technologists, industry professionals, educators, policymakers, and more.
Handbook Of Research On New Investigations In Artificial Life Ai And Machine Learning
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Author : Habib, Maki K.
language : en
Publisher: IGI Global
Release Date : 2022-02-25
Handbook Of Research On New Investigations In Artificial Life Ai And Machine Learning written by Habib, Maki K. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-25 with Computers categories.
As technology spreads globally, researchers and scientists continue to develop and study the strategy behind creating artificial life. This research field is ever expanding, and it is essential to stay current in the contemporary trends in artificial life, artificial intelligence, and machine learning. This an important topic for researchers and scientists in the field as well as industry leaders who may adapt this technology. The Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning provides concepts, theories, systems, technologies, and procedures that exhibit properties, phenomena, or abilities of any living system or human. This major reference work includes the most up-to-date research on techniques and technologies supporting AI and machine learning. Covering topics such as behavior classification, quality control, and smart medical devices, it serves as an essential resource for graduate students, academicians, stakeholders, practitioners, and researchers and scientists studying artificial life, cognition, AI, biological inspiration, machine learning, and more.
Systematic Approaches To Mental Health Care And Promotion
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Author : Bach Tran
language : en
Publisher: Frontiers Media SA
Release Date : 2020-06-05
Systematic Approaches To Mental Health Care And Promotion written by Bach Tran and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-05 with categories.
Globally, mental health problems remain as one of the largest contributors to the population burden of diseases. According to WHO, common mental disorders, including depression and anxiety, affect the health of about 9% of the world’s population and account for over 10% of the total years lived with disability. In many parts of the world, the number of people with mental health disorders has been increasing, fueled by a rapid population growth and aging, as well as urbanization and immigration. It is estimated that 80% of these non-fatal diseases occurred in low and middle income countries. However, in such settings, coverage of both preventive and curative services is still very limited. Diversity in socio-cultural backgrounds and limited capacity of local health care systems are emphasizing the importance of systematic approaches to understanding and intervening in the issue. Although the social, economic and health burden of mental health issues are substantial, effectiveness of policies and interventions is varied across regions and largely driven by contextual factors. Evidence-based prevention and treatment approaches involve the synthesis of epidemiological surveys, assessment of clinical populations (e.g chronic medical diseases, chronic psychiatric illnesses) and studies exploring the role of biological markers in psychiatric illnesses. This Research Topic aims to introduce the latest research findings on the application of system-thinking in Mental Health Care and Promotion
Digital Health Ai And Generative Ai In Healthcare
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Author : Terry Adirim
language : en
Publisher: Springer Nature
Release Date : 2025-04-25
Digital Health Ai And Generative Ai In Healthcare written by Terry Adirim and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Technology & Engineering categories.
The purpose of this title is to provide a comprehensive foundation for all medical professionals and healthcare-professions students in understanding Artificial Intelligence (AI). With the advent of generative AI, including the release of Open AI’s ChatGPT in 2022, the world entered a new age of rapid advancements in technology that will significantly change the way clinicians practice medicine, operate healthcare institutions, and conduct research. At the heart of this penetrating book is the idea that medical schools, medical training programs and other health education institutions must undertake a key role in developing AI literacy for clinicians across the spectrum of medical education that includes all health professions. Moreover, assert the authors, AI literacy should be incorporated within medical school curriculums as a core competency, as well as into graduate medical education training programs and continuing medical education courses. This timely and easy-to-read guide offers a wide range of chapters that discuss the core concepts and issues relating to AI in medicine, including a basic understanding of algorithms, machine learning, large language models and natural language processing, the limits and pitfalls of AI, ethical and legal issues, the evolving regulatory landscape around AI, as well as how AI is currently being used in healthcare, to name just several compelling topics. Additionally, AI technologies will change how medical school curriculums are delivered and how student competencies are assessed, maintain the authors. Therefore, medical educators will not only need to rethink how and what medical information is conveyed to students during formal instruction, but also must be prepared for AI-powered programs being used to assess students and trainees for the purpose of licensure and board certification. A timely and soon-to-be gold standard resource in the field, Digital Health, AI, and Generative AI: A Concise, Practical Guide for Clinicians will be of great interest to medical professionals, trainees, administrators, policymakers, and anyone interested in the fast-evolving intersection of digital technologies and healthcare.
Internet Modeling With Julia
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Author : Ulrich Hofmann
language : en
Publisher: Springer Nature
Release Date : 2024-07-01
Internet Modeling With Julia written by Ulrich Hofmann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-01 with Computers categories.
The book combines internet modeling with the new programming language Julia. It demonstrates Julia's suitability for modeling established internet models and research-oriented topics such as car-to-infrastructure communication and black-box models for load predictions with neural networks. After studying the book and gaining inspiration for further independent analyses, the reader will be able to tackle even more complex modeling tasks in research and development using Julia.