Introduction to EEG and Speech Based Emotion Recognition

• Author : Priyanka A. Abhang,Bharti W. Gawali,Suresh C. Mehrotra
• Publisher : Academic Press
• Release : 23 March 2016

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

• Author : Amit Kumar,Marcin Paprzycki,Vinit Kumar Gunjan
• Publisher : Springer Nature
• Release : 19 May 2020

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.

• Author : Kyandoghere Kyamakya,Fadi Al-Machot,Ahmad Haj Mosa,Hamid Bouchachia,Jean Chamberlain Chedjou,Antoine Bagula
• Publisher : MDPI
• Release : 01 September 2021

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

• Author : AA. VV.
• Publisher : LED Edizioni Universitarie
• Release : 27 October 2020

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

• Author : Saeed Mian Qaisar,Humaira Nisar,Abdulhamit Subasi
• Publisher : Springer Nature
• Release : 21 March 2023

This book presents the modern technological advancements and revolutions in the biomedical sector. Progress in the contemporary sensing, Internet of Things (IoT) and machine learning algorithms and architectures have introduced new approaches in the mobile healthcare. A continuous observation of patients with critical health situation is required. It allows monitoring of their health status during daily life activities such as during sports, walking and sleeping. It is realizable by intelligently hybridizing the modern IoT framework, wireless biomedical implants and cloud

• Author : Fasih Haider,Saturnino Luz,Davida Fromm,Brian MacWhinney
• Publisher : Frontiers Media SA
• Release : 22 December 2021

• Author : Sandeep Kumar Satapathy,Satchidananda Dehuri,Alok Kumar Jagadev,Shruti Mishra
• Publisher : Academic Press
• Release : 10 February 2019

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection provides the knowledge necessary to classify EEG brain signals to detect epileptic seizures using machine learning techniques. Chapters present an overview of machine learning techniques and the tools available, discuss previous studies, present empirical studies on the performance of the NN and SVM classifiers, discuss RBF neural networks trained with an improved PSO algorithm for epilepsy identification, and cover ABC algorithm optimized RBFNN for classification of EEG signal. Final chapter present

• Author : Bart Custers,Eduard Fosch-Villaronga
• Publisher : Springer Nature
• Release : 05 July 2022

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

• Author : Len Tiu Wright,Luiz Moutinho,Merlin Stone,Richard P. Bagozzi
• Publisher : Routledge
• Release : 28 June 2021

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

• Author : Deepak Garg,Kit Wong,Jagannathan Sarangapani,Suneet Kumar Gupta
• Publisher : Springer Nature
• Release : 10 February 2021

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

• Author : Sanjay Kumar Singh,Ravi Shankar Singh,Anil Kumar Pandey,Sandeep S Udmale,Ankit Chaudhary
• Publisher : Academic Press
• Release : 01 December 2020

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

• Author : Shengzhao Long,Balbir S. Dhillon
• Publisher : Springer Nature
• Release : 20 August 2022

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

• Author : Chienchung Huang,Shuang Lu,Marcelo Demarzo,Brian James Hall,Ulrich Kirk
• Publisher : Frontiers Media SA
• Release : 13 March 2023

• Author : Pradeep Kumar Mallick,Prasant Kumar Pattnaik,Amiya Ranjan Panda,Valentina Emilia Balas
• Publisher : Springer Nature
• Release : 18 June 2020

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.

• Author : Pin-Chao Liao,Gui Ye,Jiayu Chen,Hanliang Fu
• Publisher : Frontiers Media SA
• Release : 05 December 2022