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Introduction To Eeg And Speech Based Emotion Recognition

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Introduction to EEG and Speech Based Emotion Recognition

Introduction to EEG  and Speech Based Emotion Recognition Book
Author : Priyanka A. Abhang,Bharti W. Gawali,Suresh C. Mehrotra
Publisher : Academic Press
Release : 2016-03-23
ISBN : 0128045310
Language : En, Es, Fr & De

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Book Description :

Introduction to EEG- and Speech-Based Emotion Recognition Methods examines the background, methods, and utility of using electroencephalograms (EEGs) to detect and recognize different emotions. By incorporating these methods in brain-computer interface (BCI), we can achieve more natural, efficient communication between humans and computers. This book discusses how emotional states can be recognized in EEG images, and how this is useful for BCI applications. EEG and speech processing methods are explored, as are the technological basics of how to operate and record EEGs. Finally, the authors include information on EEG-based emotion recognition, classification, and a proposed EEG/speech fusion method for how to most accurately detect emotional states in EEG recordings. Provides detailed insight on the science of emotion and the brain signals underlying this phenomenon Examines emotions as a multimodal entity, utilizing a bimodal emotion recognition system of EEG and speech data Details the implementation of techniques used for acquiring as well as analyzing EEG and speech signals for emotion recognition

ICDSMLA 2019

ICDSMLA 2019 Book
Author : Amit Kumar,Marcin Paprzycki,Vinit Kumar Gunjan
Publisher : Springer Nature
Release : 2020-05-19
ISBN : 9811514208
Language : En, Es, Fr & De

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Book Description :

This book gathers selected high-impact articles from the 1st International Conference on Data Science, Machine Learning & Applications 2019. It highlights the latest developments in the areas of Artificial Intelligence, Machine Learning, Soft Computing, Human–Computer Interaction and various data science & machine learning applications. It brings together scientists and researchers from different universities and industries around the world to showcase a broad range of perspectives, practices and technical expertise.

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies Book
Author : Kyandoghere Kyamakya,Fadi Al-Machot,Ahmad Haj Mosa,Hamid Bouchachia,Jean Chamberlain Chedjou,Antoine Bagula
Publisher : MDPI
Release : 2021-09-01
ISBN : 3036511385
Language : En, Es, Fr & De

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Book Description :

This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techniques. These are relevant in tackling the following challenges: (i) the field readiness and use of intrusive sensor systems and devices for capturing biosignals, including EEG sensor systems, ECG sensor systems and electrodermal activity sensor systems; (ii) the quality assessment and management of sensor data; (iii) data preprocessing, noise filtering and calibration concepts for biosignals; (iv) the field readiness and use of nonintrusive sensor technologies, including visual sensors, acoustic sensors, vibration sensors and piezoelectric sensors; (v) emotion recognition using mobile phones and smartwatches; (vi) body area sensor networks for emotion and stress studies; (vii) the use of experimental datasets in emotion recognition, including dataset generation principles and concepts, quality insurance and emotion elicitation material and concepts; (viii) machine learning techniques for robust emotion recognition, including graphical models, neural network methods, deep learning methods, statistical learning and multivariate empirical mode decomposition; (ix) subject-independent emotion and stress recognition concepts and systems, including facial expression-based systems, speech-based systems, EEG-based systems, ECG-based systems, electrodermal activity-based systems, multimodal recognition systems and sensor fusion concepts and (x) emotion and stress estimation and forecasting from a nonlinear dynamical system perspective. This book, emerging from the Special Issue of the Sensors journal on “Emotion and Stress Recognition Related Sensors and Machine Learning Technologies” emerges as a result of the crucial need for massive deployment of intelligent sociotechnical systems. Such technologies are being applied in assistive systems in different domains and parts of the world to address challenges that could not be addressed without the advances made in these technologies.

Emotion Recognition

Emotion Recognition Book
Author : Amit Konar,Aruna Chakraborty
Publisher : John Wiley & Sons
Release : 2015-01-27
ISBN : 1118130669
Language : En, Es, Fr & De

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Book Description :

A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signals This book provides a comprehensive examination of the research methodology of different modalities of emotion recognition. Key topics of discussion include facial expression, voice and biopotential signal-based emotion recognition. Special emphasis is given to feature selection, feature reduction, classifier design and multi-modal fusion to improve performance of emotion-classifiers. Written by several experts, the book includes several tools and techniques, including dynamic Bayesian networks, neural nets, hidden Markov model, rough sets, type-2 fuzzy sets, support vector machines and their applications in emotion recognition by different modalities. The book ends with a discussion on emotion recognition in automotive fields to determine stress and anger of the drivers, responsible for degradation of their performance and driving-ability. There is an increasing demand of emotion recognition in diverse fields, including psycho-therapy, bio-medicine and security in government, public and private agencies. The importance of emotion recognition has been given priority by industries including Hewlett Packard in the design and development of the next generation human-computer interface (HCI) systems. Emotion Recognition: A Pattern Analysis Approach would be of great interest to researchers, graduate students and practitioners, as the book Offers both foundations and advances on emotion recognition in a single volume Provides a thorough and insightful introduction to the subject by utilizing computational tools of diverse domains Inspires young researchers to prepare themselves for their own research Demonstrates direction of future research through new technologies, such as Microsoft Kinect, EEG systems etc.

Neuropsychogical Trends 25 April 2019

Neuropsychogical Trends 25   April 2019 Book
Author : AA. VV.
Publisher : LED Edizioni Universitarie
Release : 2020-10-28T00:00:00+01:00
ISBN : 8855130196
Language : En, Es, Fr & De

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Book Description :

Richard H. Morley - Paul B. Jantz - Reiko Graham, The Salience Network structures as a mediator of violence and perceptions of hostility - Sara Invitto - Carola Capone - Graziano Gigante - Giulia Piraino - Bianca Sisinni, The effect of acoustic feedback in an auditory Posner paradigm: delay effect and bias in ERP - Seyedeh Maryam Moshirian Farahi - Mohammad Javad Asghari Ebrahimabad - Ali Gorji - Imanollah Bigdeli - Seyed Mohammad Mahdi Moshirian Farahi, Cortical brain activities related to neuroticism and extraversion in adolescence - Laura Angioletti - Michela Balconi, What is the role of metacognition in Parkinson’s Disease patients with Pathological Gambling? - Ymie J. Van Der Zee - Peter L.J. Stiers - Lieven Lagae - Johan J.M. Pel - Heleen M. Evenhuis, Chronological age versus developmental age in evaluating patients’ performances on motion perception tests - Irene Venturella - Davide Crivelli - Marina Fossati - Francesca Fiorillo - Michela Balconi, Fronto-parietal network in response to pleasant and unpleasant somatic stimuli in DoC patients: a pilot study

Alzheimer s Dementia Recognition Through Spontaneous Speech

Alzheimer s Dementia Recognition Through Spontaneous Speech Book
Author : Fasih Haider,Saturnino Luz,Davida Fromm,Brian MacWhinney
Publisher : Frontiers Media SA
Release : 2021-12-22
ISBN : 2889718549
Language : En, Es, Fr & De

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Book Description :

Download Alzheimer s Dementia Recognition Through Spontaneous Speech book written by Fasih Haider,Saturnino Luz,Davida Fromm,Brian MacWhinney, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Law and Artificial Intelligence

Law and Artificial Intelligence Book
Author : Bart Custers,Eduard Fosch-Villaronga
Publisher : Springer Nature
Release : 2022-07-05
ISBN : 9462655235
Language : En, Es, Fr & De

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Book Description :

This book provides an in-depth overview of what is currently happening in the field of Law and Artificial Intelligence (AI). From deep fakes and disinformation to killer robots, surgical robots, and AI lawmaking, the many and varied contributors to this volume discuss how AI could and should be regulated in the areas of public law, including constitutional law, human rights law, criminal law, and tax law, as well as areas of private law, including liability law, competition law, and consumer law. Aimed at an audience without a background in technology, this book covers how AI changes these areas of law as well as legal practice itself. This scholarship should prove of value to academics in several disciplines (e.g., law, ethics, sociology, politics, and public administration) and those who may find themselves confronted with AI in the course of their work, particularly people working within the legal domain (e.g., lawyers, judges, law enforcement officers, public prosecutors, lawmakers, and policy advisors). Bart Custers is Professor of Law and Data Science at eLaw - Center for Law and Digital Technologies at Leiden University in the Netherlands. Eduard Fosch-Villaronga is Assistant Professor at eLaw - Center for Law and Digital Technologies at Leiden University in the Netherlands.

The Routledge Companion to Marketing Research

The Routledge Companion to Marketing Research Book
Author : Len Tiu Wright,Luiz Moutinho,Merlin Stone,Richard P. Bagozzi
Publisher : Routledge
Release : 2021-06-28
ISBN : 1134826869
Language : En, Es, Fr & De

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Book Description :

This single-volume reference provides an alternative to traditional marketing research methods handbooks, focusing entirely on the new and innovative methods and technologies that are transforming marketing research and practice. Including original contributions and case studies from leading global specialists, this handbook covers many pioneering methods, such as: Methods for the analysis of user- and customer-generated data, including opinion mining and sentiment analysis Big data Neuroscientific techniques and physiological measures Voice prints Human–computer interaction Emerging approaches such as shadowing, netnographies and ethnographies Transcending the old divisions between qualitative and quantitative research methods, this book is an essential tool for market researchers in academia and practice.

Advanced Computing

Advanced Computing Book
Author : Deepak Garg,Kit Wong,Jagannathan Sarangapani,Suneet Kumar Gupta
Publisher : Springer Nature
Release : 2021-02-10
ISBN : 9811604010
Language : En, Es, Fr & De

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Book Description :

This two-volume set (CCIS 1367-1368) constitutes reviewed and selected papers from the 10th International Advanced Computing Conference, IACC 2020, held in December 2020. The 65 full papers and 2 short papers presented in two volumes were thorougly reviewed and selected from 286 submissions. The papers are organized in the following topical sections: Application of Artificial Intelligence and Machine Learning in Healthcare; Using Natural Language Processing for Solving Text and Language related Applications; Using Different Neural Network Architectures for Interesting applications; ​Using AI for Plant and Animal related Applications.- Applications of Blockchain and IoT.- Use of Data Science for Building Intelligence Applications; Innovations in Advanced Network Systems; Advanced Algorithms for Miscellaneous Domains; New Approaches in Software Engineering.

Innovations in Electronics and Communication Engineering

Innovations in Electronics and Communication Engineering Book
Author : H. S. Saini,Ravi Kishore Singh,Vishal M. Patel,K. Santhi,S.V. Ranganayakulu
Publisher : Springer
Release : 2018-08-28
ISBN : 9811082049
Language : En, Es, Fr & De

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Book Description :

The book is a collection of best selected research papers presented at 6th International Conference on Innovations in Electronics and Communication Engineering at Guru Nanak Institutions Hyderabad, India. The book presents works from researchers, technocrats and experts about latest technologies in electronic and communication engineering. The book covers various streams of communication engineering like signal processing, VLSI design, embedded systems, wireless communications, and electronics and communications in general. The authors have discussed the latest cutting edge technology and the volume will serve as a reference for young researchers.

IoT Based Data Analytics for the Healthcare Industry

IoT Based Data Analytics for the Healthcare Industry Book
Author : Sanjay Kumar Singh,Ravi Shankar Singh,Anil Kumar Pandey,Sandeep S Udmale,Ankit Chaudhary
Publisher : Academic Press
Release : 2020-12-01
ISBN : 0128214767
Language : En, Es, Fr & De

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Book Description :

IoT Based Data Analytics for the Healthcare Industry: Techniques and Applications explores recent advances in the analysis of healthcare industry data through IoT data analytics. The book covers the analysis of ubiquitous data generated by the healthcare industry, from a wide range of sources, including patients, doctors, hospitals, and health insurance companies. The book provides AI solutions and support for healthcare industry end-users who need to analyze and manipulate this vast amount of data. These solutions feature deep learning and a wide range of intelligent methods, including simulated annealing, tabu search, genetic algorithm, ant colony optimization, and particle swarm optimization. The book also explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages, challenges and issues in data collection, data handling, and data collection set-up. Healthcare industry data or streaming data generated by ubiquitous sensors cocooned into the IoT requires advanced analytics to transform data into information. With advances in computing power, communications, and techniques for data acquisition, the need for advanced data analytics is in high demand. Provides state-of-art methods and current trends in data analytics for the healthcare industry Addresses the top concerns in the healthcare industry using IoT and data analytics, and machine learning and deep learning techniques Discusses several potential AI techniques developed using IoT for the healthcare industry Explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages

Man Machine Environment System Engineering

Man Machine Environment System Engineering Book
Author : Shengzhao Long,Balbir S. Dhillon
Publisher : Springer Nature
Release : 2022-08-20
ISBN : 9811947864
Language : En, Es, Fr & De

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Book Description :

Man-Machine-Environment System Engineering: Proceedings of the 22nd Conference on MMESE are an academic showcase of the best papers selected from more than 500 submissions, introducing readers to the top research topics and the latest developmental trends in the theory and application of MMESE. This proceedings are interdisciplinary studies on the concepts and methods of physiology, psychology, system engineering, computer science, environment science, management, education, and other related disciplines. Researchers and professionals who study an interdisciplinary subject crossing above disciplines or researchers on MMESE subject will be mainly benefited from this proceedings MMESE primarily focuses on the relationship between Man, Machine and Environment, studying the optimum combination of man-machine-environment systems. In this system, “Man” refers to working people as the subject in the workplace (e.g. operators, decision-makers); “Machine” is the general name for any object controlled by Man (including tools, machinery, computers, systems and technologies), and “Environment” describes the specific working conditions under which Man and Machine interact (e.g. temperature, noise, vibration, hazardous gases etc.). The three goals of optimization of the man-machine-environment systems are to ensure safety, efficiency and economy. The integrated and advanced science research topic Man-Machine-Environment System Engineering (MMESE) was first established in China by Professor Shengzhao Long in 1981, with direct support from one of the greatest modern Chinese scientists, Xuesen Qian. In a letter to Shengzhao Long from October 22nd, 1993, Xuesen Qian wrote: “You have created a very important modern science and technology in China!”

Cognitive Computing in Human Cognition

Cognitive Computing in Human Cognition Book
Author : Pradeep Kumar Mallick,Prasant Kumar Pattnaik,Amiya Ranjan Panda,Valentina Emilia Balas
Publisher : Springer Nature
Release : 2020-06-18
ISBN : 3030481182
Language : En, Es, Fr & De

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Book Description :

This edited book designs the Cognitive Computing in Human Cognition to analyze to improve the efficiency of decision making by cognitive intelligence. The book is also intended to attract the audience who work in brain computing, deep learning, transportation, and solar cell energy. Due to this in the recent era, smart methods with human touch called as human cognition is adopted by many researchers in the field of information technology with the Cognitive Computing.

Neuroergonomics and Cognitive Engineering

Neuroergonomics and Cognitive Engineering Book
Author : Hasan Ayaz
Publisher : AHFE International
Release : 2022-07-24
ISBN : 1958651184
Language : En, Es, Fr & De

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Book Description :

Neuroergonomics and Cognitive Engineering Proceedings of the 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022), July 24–28, 2022, New York, USA

Intelligent Human Systems Integration IHSI 2022 Integrating People and Intelligent Systems

Intelligent Human Systems Integration  IHSI 2022   Integrating People and Intelligent Systems Book
Author : Tareq Ahram, Waldemar Karwowski, Pepetto Di Bucchianico, Redha Taiar, Luca Casarotto and Pietro Costa
Publisher : AHFE International
Release : 2022-02-24
ISBN : 1792389884
Language : En, Es, Fr & De

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Book Description :

Proceedings of the 5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems, February 22–24, 2022, Venice, Italy

Neuromanagement and Neuromarketing

Neuromanagement and Neuromarketing Book
Author : Vincenzo Russo,Qingguo Ma,Jesper Clement,Jia Jin,Tao Liu,Margherita Zito
Publisher : Frontiers Media SA
Release : 2022-10-18
ISBN : 2889748065
Language : En, Es, Fr & De

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Book Description :

Download Neuromanagement and Neuromarketing book written by Vincenzo Russo,Qingguo Ma,Jesper Clement,Jia Jin,Tao Liu,Margherita Zito, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Control Computer Engineering and Neuroscience

Control  Computer Engineering and Neuroscience Book
Author : Szczepan Paszkiel
Publisher : Springer Nature
Release : 2021-03-29
ISBN : 3030722546
Language : En, Es, Fr & De

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Book Description :

This book presents the proceedings of the 4th International Scientific Conference IC BCI 2021 Opole, Poland. The event was held at Opole University of Technology in Poland on 21 September 2021. Since 2014, the conference has taken place every two years at the University’s Faculty of Electrical Engineering, Automatic Control and Informatics. The conference focused on the issues relating to new trends in modern brain–computer interfaces (BCI) and control engineering, including neurobiology–neurosurgery, cognitive science–bioethics, biophysics–biochemistry, modeling–neuroinformatics, BCI technology, biomedical engineering, control and robotics, computer engineering and neurorehabilitation–biofeedback.

Ethics of Artificial Intelligence

Ethics of Artificial Intelligence Book
Author : S. Matthew Liao
Publisher : Oxford University Press
Release : 2020-08-18
ISBN : 0190905050
Language : En, Es, Fr & De

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Book Description :

As Artificial Intelligence (AI) technologies rapidly progress, questions about the ethics of AI, in both the near-future and the long-term, become more pressing than ever. This volume features seventeen original essays by prominent AI scientists and philosophers and represents the state-of-the-art thinking in this fast-growing field. Organized into four sections, this volume explores the issues surrounding how to build ethics into machines; ethical issues in specific technologies, including self-driving cars, autonomous weapon systems, surveillance algorithms, and sex robots; the long term risks of superintelligence; and whether AI systems can be conscious or have rights. Though the use and practical applications of AI are growing exponentially, discussion of its ethical implications is still in its infancy. This volume provides an invaluable resource for thinking through the ethical issues surrounding AI today and for shaping the study and development of AI in the coming years.

Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems

Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems Book
Author : Fields, Ziska
Publisher : IGI Global
Release : 2020-11-27
ISBN : 1799823873
Language : En, Es, Fr & De

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Book Description :

Today’s world is continually facing complex and life-threatening issues that are too difficult or even impossible to solve. These challenges have been titled “wicked” problems due to their radical and multifarious nature. Recently, there has been a focus on global cooperation and gathering creative and diverse methods from around the world to solve these issues. Accumulating research and information on these collective intelligence methods is vital in comprehending current international issues and what possible solutions are being developed through the use of global collaboration. The Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems is a pivotal reference source that provides vital research on the collaboration between global communities in developing creative solutions for radical worldwide issues. While highlighting topics such as collaboration technologies, neuro-leadership, and sustainable global solutions, this publication explores diverse collections of problem-solving methods and applying them on a global scale. This book is ideally designed for scholars, researchers, students, policymakers, strategists, economists, and educators seeking current research on problem-solving methods using collective intelligence and creativity.

Move

Move Book
Author : Caroline Williams
Publisher : Harlequin
Release : 2022-01-04
ISBN : 1488078386
Language : En, Es, Fr & De

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Book Description :

An eye-opening journey into the power of human movement and how we can harness it to optimize our brain health, boost our mood and improve every aspect our lives For our earliest ancestors who hunted and gathered, movement meant survival. Our brains evolved to reward physical activity. Moving, thinking and feeling have always been inextricably linked. Yet what happens when we stop moving? Today, on average, we spend around 70% of our lives sitting or lying completely still. Our sedentary lifestyle—desk jobs, long commutes and lots of screen time—is not only bad for our bodies. It can also result in anxiety, depression and a lower overall IQ. But there’s good news. Even the simplest movements can reactivate our bodies and open up a hotline to our minds, improving our overall well-being and longevity. And we don’t have to spend countless hours in the gym. In fact, exercise as we understand it misses the point. Veteran science journalist Caroline Williams explores the cutting-edge research behind brain health and physical activity, interviewing scientists from around the world to completely reframe our relationship to movement. Along the way she reveals easy tricks that we could all use to improve our memory, maximize our creativity, strengthen our emotional literacy and more. A welcome counterpoint to the current mindfulness craze, Move offers a more stimulating and productive way of freeing our caged minds to live our best life.