Bridging The Gap Between Machine Learning And Affective Computing

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Bridging the Gap between Machine Learning and Affective Computing

Author : Zhen Cui
Publisher : Frontiers Media SA
ISBN 13 : 2832503799
Total Pages : 151 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Bridging the Gap between Machine Learning and Affective Computing by : Zhen Cui

Download or read book Bridging the Gap between Machine Learning and Affective Computing written by Zhen Cui and published by Frontiers Media SA. This book was released on 2023-01-05 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: Affective computing refers to computing that relates to, arises from, or influences emotions, as pioneered by Rosalind Picard in 1995. The goal of affective computing is to bridge the gap between human and machines and ultimately enable robots to communicate with human naturally and emotionally. Recently, the research on affective computing has gained considerable progress with many fields contributing including neuroscience, psychology, education, medicine, behavior, sociology, and computer science. Current research in affective computing mainly focuses on estimating of human emotions through different forms of signals, e.g., face video, EEG, Speech, PET scans or fMRI. Inferring the emotion of humans is difficult, as emotion is a subjective, unconscious experience characterized primarily by psycho-physiological expressions and biological reactions. It is influenced by hormones and neurotransmitters such as dopamine, noradrenaline, serotonin, oxytocin, GABA… etc. The physiology of emotion is closely linked to arousal of the nervous system with various states and strengths relating, apparently, to different particular emotions. To understand “emotion” or “affect” merely by machine learning or big data analysis is not enough, but the understanding and applications from the intrinsic features of emotions from the neuroscience aspect is essential.

From Bioinspired Systems and Biomedical Applications to Machine Learning

Author : José Manuel Ferrández Vicente
Publisher : Springer
ISBN 13 : 3030196518
Total Pages : 488 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis From Bioinspired Systems and Biomedical Applications to Machine Learning by : José Manuel Ferrández Vicente

Download or read book From Bioinspired Systems and Biomedical Applications to Machine Learning written by José Manuel Ferrández Vicente and published by Springer. This book was released on 2019-05-09 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.

Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse

Author : Lathabhavan, Remya
Publisher : IGI Global
ISBN 13 :
Total Pages : 376 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse by : Lathabhavan, Remya

Download or read book Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse written by Lathabhavan, Remya and published by IGI Global. This book was released on 2024-04-22 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's digital age, the rapid advancement of AI and digital technologies has led to the emergence of digital consciousness, blurring the lines between human and machine thinking. At the same time, these technologies offer unprecedented convenience and efficiency but pose significant challenges. Individuals are increasingly facing issues such as stress, anxiety, and technology addiction, impacting their overall well-being and decision-making processes. The dichotomy between digital consciousness and human consciousness raises critical questions about how we can navigate these challenges in a rapidly evolving technological landscape. To address these pressing concerns, Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse offers a comprehensive exploration of the impacts of digital consciousness on human well-being and decision-making. This book delves into the paradoxes and challenges posed by the coexistence of digital and human consciousness, providing insights from psychological perspectives, practitioner experiences, and academic research. By offering a nuanced understanding of these concepts, we aim to equip readers with the knowledge and tools needed to manage the implications of digital consciousness in their personal and professional lives.

Understanding the Brain Function and Emotions

Author : José Manuel Ferrández Vicente
Publisher : Springer
ISBN 13 : 3030195910
Total Pages : 449 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Understanding the Brain Function and Emotions by : José Manuel Ferrández Vicente

Download or read book Understanding the Brain Function and Emotions written by José Manuel Ferrández Vicente and published by Springer. This book was released on 2019-05-09 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.

Advanced artificial intelligence (AI)-based affective computing in online learning

Author : Tongguang Ni
Publisher : Frontiers Media SA
ISBN 13 : 2832523714
Total Pages : 161 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Advanced artificial intelligence (AI)-based affective computing in online learning by : Tongguang Ni

Download or read book Advanced artificial intelligence (AI)-based affective computing in online learning written by Tongguang Ni and published by Frontiers Media SA. This book was released on 2023-05-17 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Using Machine Learning to Detect Emotions and Predict Human Psychology

Author : Rai, Mritunjay
Publisher : IGI Global
ISBN 13 :
Total Pages : 332 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Using Machine Learning to Detect Emotions and Predict Human Psychology by : Rai, Mritunjay

Download or read book Using Machine Learning to Detect Emotions and Predict Human Psychology written by Rai, Mritunjay and published by IGI Global. This book was released on 2024-02-26 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the realm of analyzing human emotions through Artificial Intelligence (AI), a myriad of challenges persist. From the intricate nuances of emotional subtleties to the broader concerns of ethical considerations, privacy implications, and the ongoing battle against bias, AI faces a complex landscape when venturing into the understanding of human emotions. These challenges underscore the intricate balance required to navigate the human psyche with accuracy. The book, Using Machine Learning to Detect Emotions and Predict Human Psychology, serves as a guide for innovative solutions in the field of emotion detection through AI. It explores facial expression analysis, where AI decodes real-time emotions through subtle cues such as eyebrow movements and micro-expressions. In speech and voice analysis, the book unveils how AI processes vocal nuances to discern emotions, considering elements like tone, pitch, and language intricacies. Additionally, the power of text analysis is of great importance, revealing how AI extracts emotional tones from diverse textual communications. By weaving these systems together, the book offers a holistic solution to the challenges faced by AI in understanding the complex landscape of human emotions.

Unsafe human behavior at construction sites

Author : Qingfeng Meng
Publisher : Frontiers Media SA
ISBN 13 : 2832506879
Total Pages : 188 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Unsafe human behavior at construction sites by : Qingfeng Meng

Download or read book Unsafe human behavior at construction sites written by Qingfeng Meng and published by Frontiers Media SA. This book was released on 2023-01-04 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Affective Computing

Author : Leimin Tian
Publisher : Morgan & Claypool
ISBN 13 : 1450395937
Total Pages : 308 pages
Book Rating : 4.4/5 (53 download)

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Book Synopsis Applied Affective Computing by : Leimin Tian

Download or read book Applied Affective Computing written by Leimin Tian and published by Morgan & Claypool. This book was released on 2022-02-04 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Affective computing is a nascent field situated at the intersection of artificial intelligence with social and behavioral science. It studies how human emotions are perceived and expressed, which then informs the design of intelligent agents and systems that can either mimic this behavior to improve their intelligence or incorporate such knowledge to effectively understand and communicate with their human collaborators. Affective computing research has recently seen significant advances and is making a critical transformation from exploratory studies to real-world applications in the emerging research area known as applied affective computing. This book offers readers an overview of the state-of-the-art and emerging themes in affective computing, including a comprehensive review of the existing approaches to affective computing systems and social signal processing. It provides in-depth case studies of applied affective computing in various domains, such as social robotics and mental well-being. It also addresses ethical concerns related to affective computing and how to prevent misuse of the technology in research and applications. Further, this book identifies future directions for the field and summarizes a set of guidelines for developing next-generation affective computing systems that are effective, safe, and human-centered. For researchers and practitioners new to affective computing, this book will serve as an introduction to the field to help them in identifying new research topics or developing novel applications. For more experienced researchers and practitioners, the discussions in this book provide guidance for adopting a human-centered design and development approach to advance affective computing.

Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications

Author : José Manuel Ferrández Vicente
Publisher : Springer Nature
ISBN 13 : 3031062426
Total Pages : 675 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications by : José Manuel Ferrández Vicente

Download or read book Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications written by José Manuel Ferrández Vicente and published by Springer Nature. This book was released on 2022-05-24 with total page 675 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 13258 and 13259 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, held in Puerto de la Cruz, Tenerife, Spain in May – June 2022. The total of 121 contributions was carefully reviewed and selected from 203 submissions. The papers are organized in two volumes, with the following topical sub-headings: Part I: Machine Learning in Neuroscience; Neuromotor and Cognitive Disorders; Affective Analysis; Health Applications, Part II: Affective Computing in Ambient Intelligence; Bioinspired Computing Approaches; Machine Learning in Computer Vision and Robot; Deep Learning; Artificial Intelligence Applications.

Quantifying and Processing Biomedical and Behavioral Signals

Author : Anna Esposito
Publisher : Springer
ISBN 13 : 3319950959
Total Pages : 271 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Quantifying and Processing Biomedical and Behavioral Signals by : Anna Esposito

Download or read book Quantifying and Processing Biomedical and Behavioral Signals written by Anna Esposito and published by Springer. This book was released on 2018-08-17 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is based on interdisciplinary research on various aspects and dynamics of human multimodal signal exchanges. It discusses realistic application scenarios where human interaction is the focus, in order to identify new methods for data processing and data flow coordination through synchronization, and optimization of new encoding features combining contextually enacted communicative signals, and develop shared digital data repositories and annotation standards for benchmarking the algorithmic feasibility and successive implementation of believable human–computer interaction (HCI) systems. This book is a valuable resource for a. the research community, PhD students, early stage researchers c. schools, hospitals, and rehabilitation and assisted-living centers e. the ICT market, and representatives from multimedia industries

Artificial Intelligence for Neuroscience and Emotional Systems

Author : José Manuel Ferrández Vicente
Publisher : Springer Nature
ISBN 13 : 3031611403
Total Pages : 560 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Artificial Intelligence for Neuroscience and Emotional Systems by : José Manuel Ferrández Vicente

Download or read book Artificial Intelligence for Neuroscience and Emotional Systems written by José Manuel Ferrández Vicente and published by Springer Nature. This book was released on 2024 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: The two volume set LNCS 14674 and 14675 constitutes the proceedings of the 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, which took place in Olhâo, Portugal, during June 4-7, 2024. The 99 full papers presented in these proceedings were carefully reviewed and selected from 193 submissions. They were organized in topical sections as follows: Part I: Machine learning in neuroscience; artificial intelligence in neurophysiology; neuromotor and cognitive disorders; intelligent systems for assessment, treatment, and assistance in early stages of Alzheimer's disease and other dementias; socio-cognitive, affective and physiological computing; affective computing and context awareness in ambientintelliigence; learning tools to lecture; Part II: Machine learning in computer vision and robotics; bio-inspired computing approaches; social and civil engineering through human AI translations; smart renewable energies: advancing AI algorithms in the renewable energy industry; bioinspired applications

Human-Like Machine Intelligence

Author : Stephen Muggleton
Publisher : Oxford University Press
ISBN 13 : 0192607464
Total Pages : 560 pages
Book Rating : 4.1/5 (926 download)

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Book Synopsis Human-Like Machine Intelligence by : Stephen Muggleton

Download or read book Human-Like Machine Intelligence written by Stephen Muggleton and published by Oxford University Press. This book was released on 2021-07-15 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years there has been increasing excitement concerning the potential of Artificial Intelligence to transform human society. This book addresses the leading edge of research in this area. The research described aims to address present incompatibilities of Human and Machine reasoning and learning approaches. According to the influential US funding agency DARPA (originator of the Internet and Self-Driving Cars) this new area represents the Third Wave of Artificial Intelligence (3AI, 2020s-2030s), and is being actively investigated in the US, Europe and China. The chapters of this book have been authored by a mixture of UK and other international specialists. Some of the key questions addressed by the Human-Like Computing programme include how AI systems might 1) explain their decisions effectively, 2) interact with human beings in natural language, 3) learn from small numbers of examples and 4) learn with minimal supervision. Solving such fundamental problems involves new foundational research in both the Psychology of perception and interaction as well as the development of novel algorithmic approaches in Artificial Intelligence.

Advances in Artificial Intelligence-based Technologies

Author : Maria Virvou
Publisher : Springer Nature
ISBN 13 : 3030805719
Total Pages : 241 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Advances in Artificial Intelligence-based Technologies by : Maria Virvou

Download or read book Advances in Artificial Intelligence-based Technologies written by Maria Virvou and published by Springer Nature. This book was released on 2021-10-02 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the 4th Industrial Revolution ongoing and human societal organization being restructured into, so-called, “Society 5.0”, the field of Artificial Intelligence and related technologies is growing continuously and rapidly, developing in both itself and towards applications in many other disciplines. Researchers worldwide aim at incorporating cognitive abilities into machines, such as learning and problem solving. When machines and software systems have been enhanced with Artificial Intelligence components, they become better and more efficient at performing tasks. Consequently, Artificial Intelligence stands out as a research discipline due to its worldwide pace of growth in both theoretical advances and areas of application, while achieving very high rates of success and promising major impact in science, technology and society. The book at hand aims at exposing its readers to some of the most significant Advances in Artificial Intelligence Theory, Tools and Methodologies as well as Artificial Intelligence-based Applications and Services. The book consists of an editorial note and an additional eleven (11) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into three parts, namely (i) Advances in Artificial Intelligence Tools and Methodologies, (ii) Advances in Artificial Intelligence-based Applications and Services, and (iii) Theoretical Advances in Computation and System Modeling. This research book is directed towards professors, researchers, scientists, engineers and students in Artificial Intelligence-related disciplines. It is also directed towards readers who come from other disciplines and are interested in becoming versed in some of the most recent Artificial Intelligence-based technologies. An extensive list of bibliographic references at the end of each chapter guides the readers to probe further into the application areas of interest to them.

Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence

Author : José Manuel Ferrández Vicente
Publisher : Springer Nature
ISBN 13 : 3031065271
Total Pages : 620 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence by : José Manuel Ferrández Vicente

Download or read book Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence written by José Manuel Ferrández Vicente and published by Springer Nature. This book was released on 2022-05-24 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 13258 and 13259 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, held in Puerto de la Cruz, Tenerife, Spain in May – June 2022. The total of 121 contributions was carefully reviewed and selected from 203 submissions. The papers are organized in two volumes, with the following topical sub-headings: Part I: Machine Learning in Neuroscience; Neuromotor and Cognitive Disorders; Affective Analysis; Health Applications Part II: Affective Computing in Ambient Intelligence; Bioinspired Computing Approaches; Machine Learning in Computer Vision and Robot; Deep Learning; Artificial Intelligence Applications.

Bioinspired Systems for Translational Applications: From Robotics to Social Engineering

Author : José Manuel Ferrández Vicente
Publisher : Springer Nature
ISBN 13 : 3031611373
Total Pages : 553 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Bioinspired Systems for Translational Applications: From Robotics to Social Engineering by : José Manuel Ferrández Vicente

Download or read book Bioinspired Systems for Translational Applications: From Robotics to Social Engineering written by José Manuel Ferrández Vicente and published by Springer Nature. This book was released on 2024 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: The two volume set LNCS 14674 and 14675 constitutes the proceedings of the 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, which took place in Olhâo, Portugal, during June 4-7, 2024. The 99 full papers presented in these proceedings were carefully reviewed and selected from 193 submissions. They were organized in topical sections as follows: Part I: Machine learning in neuroscience; artificial intelligence in neurophysiology; neuromotor and cognitive disorders; intelligent systems for assessment, treatment, and assistance in early stages of Alzheimer's disease and other dementias; socio-cognitive, affective and physiological computing; affective computing and context awareness in ambientintelliigence; learning tools to lecture; Part II: Machine learning in computer vision and robotics; bio-inspired computing approaches; social and civil engineering through human AI translations; smart renewable energies: advancing AI algorithms in the renewable energy industry; bioinspired applications

Biomedical Applications Based on Natural and Artificial Computing

Author : José Manuel Ferrández Vicente
Publisher : Springer
ISBN 13 : 3319597736
Total Pages : 574 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Biomedical Applications Based on Natural and Artificial Computing by : José Manuel Ferrández Vicente

Download or read book Biomedical Applications Based on Natural and Artificial Computing written by José Manuel Ferrández Vicente and published by Springer. This book was released on 2017-06-10 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017. The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications. The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.

Social Signal Processing

Author : Judee K. Burgoon
Publisher : Cambridge University Press
ISBN 13 : 1108124585
Total Pages : 441 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis Social Signal Processing by : Judee K. Burgoon

Download or read book Social Signal Processing written by Judee K. Burgoon and published by Cambridge University Press. This book was released on 2017-05-08 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Signal Processing is the first book to cover all aspects of the modeling, automated detection, analysis, and synthesis of nonverbal behavior in human-human and human-machine interactions. Authoritative surveys address conceptual foundations, machine analysis and synthesis of social signal processing, and applications. Foundational topics include affect perception and interpersonal coordination in communication; later chapters cover technologies for automatic detection and understanding such as computational paralinguistics and facial expression analysis and for the generation of artificial social signals such as social robots and artificial agents. The final section covers a broad spectrum of applications based on social signal processing in healthcare, deception detection, and digital cities, including detection of developmental diseases and analysis of small groups. Each chapter offers a basic introduction to its topic, accessible to students and other newcomers, and then outlines challenges and future perspectives for the benefit of experienced researchers and practitioners in the field.