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Affective Computing in Healthcare : Applications Based on Biosignals and Artificial Intelligence
Affective Computing in Healthcare : Applications Based on Biosignals and Artificial Intelligence
Autore Murugappan M
Edizione [1st ed.]
Pubbl/distr/stampa Bristol : , : Institute of Physics Publishing, , 2023
Descrizione fisica 1 online resource (225 pages)
Collana IPEM-IOP Series in Physics and Engineering in Medicine and Biology Series
Soggetto topico Biomedical engineering
Emotions and cognition
ISBN 0-7503-5184-5
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Editor biography -- M Murugappan -- List of contributors -- Chapter 1 Anxiety recognition using a new EEG signal analysis approach based on sample density in a Chebyshev chaotic map -- 1.1 Introduction -- 1.2 Material and methods -- 1.2.1 EEG DASPS database -- 1.2.2 Normalisation -- 1.2.3 Chebyshev chaotic map -- 1.2.4 Feature selection -- 1.2.5 Classification -- 1.3 Results -- 1.4 Discussions -- 1.5 Conclusion -- Acknowledgments -- Compliance with ethical standards -- Funding -- Conflict of interest -- Statements of ethical approval -- References -- Chapter 2 Evaluating cognitive load during lexical decision tasks for monolinguals and bilinguals using EEG -- 2.1 Introduction -- 2.2 Methodology -- 2.2.1 Block diagram -- 2.2.2 Participant selection -- 2.2.3 Lexical decision task -- 2.2.4 Data acquisition -- 2.2.5 Experiment protocol -- 2.2.6 EEG data processing -- 2.2.7 Statistical analysis -- 2.3 Results -- 2.3.1 Task performance analysis -- 2.3.2 Reaction-time analysis -- 2.3.3 Event-related changes within frequency bands -- 2.4 Discussion -- 2.5 Conclusion -- References -- Chapter 3 Detection of psychological stress using principal component analysis of phonocardiography signals -- 3.1 Introduction -- 3.2 Methodology -- 3.2.1 Signal acquisition -- 3.2.2 Inter-beat interval signal formation -- 3.2.3 Empirical mode decomposition -- 3.2.4 Principal component analysis -- 3.2.5 Classifiers -- 3.2.6 Performance metrics -- 3.3 Results and discussions -- 3.4 Conclusions -- Acknowledgements -- References -- Chapter 4 Affective computational advertising based on perceptual metrics -- 4.1 Introduction -- 4.2 Related work -- 4.2.1 Advertisements as affective stimuli -- 4.2.2 Advertising and healthcare -- 4.2.3 Programme influence on ad perception -- 4.2.4 Strategic video-in-video advertising.
4.2.5 Inference summary and research questions -- 4.3 Materials and methods -- 4.3.1 Materials -- 4.3.2 Participants -- 4.3.3 Procedure -- 4.3.4 User data analyses -- 4.3.5 Inferences and Affective Computational ADvertising design rules -- 4.4 Affective Computational ADvertising formulation -- 4.4.1 Brute-force Affective Computational ADvertising algorithm -- Algorithm 4.1: Brute-force ACAD implementation -- 4.4.2 Computational affective advertising versus Affective Computational ADvertising scheduling -- 4.5 Validational study and hypotheses -- 4.5.1 Materials and methods -- 4.5.2 Results -- 4.6 Summary and conclusions -- References -- Chapter 5 Machine-learning-based emotion recognition in arousal-valence space using photoplethysmogram signals -- 5.1 Introduction and background -- 5.2 Materials and methods -- 5.2.1 Dataset description -- 5.2.2 Data pre-processing -- 5.2.3 Feature extraction -- 5.2.4 Feature reduction -- 5.2.5 Data balancing -- 5.2.6 Machine-learning models -- 5.2.7 Evaluation criteria -- 5.3 Results and discussion -- 5.4 Conclusion -- References -- Chapter 6 EEG-based human emotion classification from channel-wise feature extraction and feature selection -- 6.1 Introduction -- 6.2 Related literature -- 6.2.1 Affective computing -- 6.2.2 Brain-computer interface devices -- 6.2.3 Elicitation of human emotions -- 6.2.4 Pre-processing methods -- 6.2.5 Feature extraction -- 6.2.6 Feature selection -- 6.2.7 Machine-learning classification -- 6.3 Methodology -- 6.3.1 The experiment and experimental data -- 6.3.2 Pre-processing -- 6.3.3 Feature extraction -- 6.3.4 Feature selection -- 6.3.5 Machine-learning classification -- 6.4 Results and analysis -- 6.4.1 Experimental results -- 6.4.2 SEED-IV dataset -- 6.4.3 Application to healthcare -- 6.5 Discussion and conclusions -- 6.6 Challenges and future works -- References.
Chapter 7 Detection of physiological body movements in affective disorder patients using EEG signals and deep neural networks -- 7.1 Introduction -- 7.1.1 Chapter organisation -- 7.2 Literature survey -- 7.3 Proposed system -- 7.3.1 Data collection -- 7.3.2 Pre-processing -- 7.3.3 Data training -- 7.3.4 Classification by neural networks -- 7.4 Results -- 7.4.1 Summary of the utilised datasets -- 7.4.2 Comparison of different hyperparameters -- 7.4.3 Statistical parameter comparison of different datasets -- 7.4.4 Comparative analysis -- 7.5 Conclusion -- 7.6 Limitations and future work -- References -- Chapter 8 Voice-enabled real-time affective framework for negative emotion monitoring -- 8.1 Introduction -- 8.1.1 Wearables for emotion monitoring -- 8.1.2 Real-time stress detection -- 8.1.3 Cognitive behavioural therapy -- 8.1.4 Privacy in health-monitoring systems -- 8.2 Methods -- 8.2.1 Real-time emotion detection -- 8.2.2 Use of cognitive behavioural therapy in real time -- 8.3 Experimental results -- 8.3.1 Emotion-detection accuracy -- 8.3.2 False positives and audio sample size -- 8.3.3 Voice types and unknown users -- 8.3.4 Error patterns -- 8.3.5 Employing cognitive behavioural therapy -- 8.3.6 Conclusion for deployment -- 8.4 Conclusion -- References -- Chapter 9 Differential diagnosis tool in healthcare application using respiratory sounds and convolutional neural network -- 9.1 Introduction -- 9.1.1 Literature review -- 9.2 Methodology -- 9.2.1 Dataset -- 9.2.2 Pre-processing -- 9.2.3 Classification using deep-learning algorithms -- 9.3 Results and discussion -- 9.4 Conclusions -- Authors' contributions -- Conflict of interest -- Acknowledgements -- Ethical approval -- References -- Chapter 10 Virtual reality and augmented reality based affective computing applications in healthcare, challenges, and its future direction -- 10.1 Introduction.
10.2 Generic applications of augmented reality/virtual reality -- 10.3 Design of affective augmented reality/virtual reality applications for the medical domain -- 10.4 Affective augmented reality/virtual reality applications in healthcare -- 10.4.1 Mental health disorders -- 10.4.2 Rehabilitation related to traumatic brain injuries -- 10.4.3 Rehabilitation and physiotherapy -- 10.5 Assessment of affective responses in augmented reality/virtual reality applications -- 10.6 Design challenges of affective applications using augmented reality/virtual reality technology in healthcare -- 10.7 Conclusion -- References.
Record Nr. UNINA-9910915777903321
Murugappan M  
Bristol : , : Institute of Physics Publishing, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp
Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp
Autore Panksepp Jaak <1943->
Pubbl/distr/stampa New York, : Oxford University Press, 1998
Descrizione fisica 1 online resource (xii, 466 pages : illustrations)
Disciplina 156/.24
Collana Series in affective science
Soggetto topico Emotions
Emotions and cognition
Emotions - Social aspects
Psychobiology
Psychology, Comparative
Soggetto genere / forma Electronic books.
ISBN 1-280-70419-5
0-19-802567-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910454169903321
Panksepp Jaak <1943->  
New York, : Oxford University Press, 1998
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp
Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp
Autore Panksepp Jaak <1943->
Pubbl/distr/stampa New York, : Oxford University Press, 1998
Descrizione fisica 1 online resource (xii, 466 pages : illustrations)
Disciplina 156/.24
Collana Series in affective science
Soggetto topico Emotions
Emotions and cognition
Emotions - Social aspects
Psychobiology
Psychology, Comparative
ISBN 0-19-773457-X
0-19-988435-8
1-280-70419-5
0-19-802567-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910782544803321
Panksepp Jaak <1943->  
New York, : Oxford University Press, 1998
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone
Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone
Pubbl/distr/stampa Oxford ; ; New York : , : Oxford University Press, , [2001]
Descrizione fisica 1 online resource (493 pages)
Disciplina 152.4
Collana Series in affective science
Soggetto topico Emotions and cognition
Emotions
Soggetto genere / forma Electronic books.
ISBN 1-280-83302-5
0-19-535154-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Contributors; Part I: Introduction; Part II: Current Appraisal Theories: The State of the Art; Part III: Expanding the Paradigm: New and Critical Perspectives; Part IV: Variations in Appraisal: Socio-Cultural and Individual Factors; Part V: Emotional Response Modalities: Indicators of Appraisal; Part VI: Methods of Research on Appraisal; Part VII: Perspectives for Theory and Research; References; Subject Index; Author Index
Record Nr. UNINA-9910458134203321
Oxford ; ; New York : , : Oxford University Press, , [2001]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone
Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone
Pubbl/distr/stampa Oxford ; ; New York : , : Oxford University Press, , [2001]
Descrizione fisica 1 online resource (493 pages)
Disciplina 152.4
Collana Series in affective science
Soggetto topico Emotions and cognition
Emotions
Soggetto non controllato Appraisal theory
ISBN 0-19-773467-7
1-280-83302-5
0-19-535154-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Contributors; Part I: Introduction; Part II: Current Appraisal Theories: The State of the Art; Part III: Expanding the Paradigm: New and Critical Perspectives; Part IV: Variations in Appraisal: Socio-Cultural and Individual Factors; Part V: Emotional Response Modalities: Indicators of Appraisal; Part VI: Methods of Research on Appraisal; Part VII: Perspectives for Theory and Research; References; Subject Index; Author Index
Record Nr. UNINA-9910784881303321
Oxford ; ; New York : , : Oxford University Press, , [2001]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
The Ascent of Affect : Genealogy and Critique / / Ruth Leys
The Ascent of Affect : Genealogy and Critique / / Ruth Leys
Autore Leys Ruth
Pubbl/distr/stampa Chicago : , : University of Chicago Press, , [2017]
Descrizione fisica 1 online resource (399 pages)
Disciplina 152.4
Soggetto topico Emotions - Research - History - 20th century
Emotions - Research - History - 21st century
Affect (Psychology)
Emotions and cognition
Intentionality (Philosophy)
ISBN 9780226488738
022648873X
Classificazione LC 58000
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Frontmatter -- Contents -- [INTRODUCTION]. Setting the Stage -- [CHAPTER ONE ]. Silvan S. Tomkins's Affect Theory -- [CHAPTER TWO]. Paul Ekman's Neurocultural Theory of the Emotions -- [CHAPTER THREE]. Richard S. Lazarus's Appraisal Theory I: Emotions as Intentional States -- [CHAPTER FOUR]. Richard S. Lazarus's Appraisal Theory II: The Battle Is Joined -- [CHAPTER FIVE]. A World without Pretense? Alan J. Fridlund's Behavioral Ecology View -- [CHAPTER SIX]. The Debate Continues: Paradigm Change or Status Quo? -- [CHAPTER SEVEN]. The Turn to Affect: A Critique -- [EPILOGUE]. Where We Are Now -- Acknowledgments -- [APPENDIX 1]. Animal Signaling, the Smile, and the Handicap Principle -- [APPENDIX 2]. Damasio's Somatic Marker Hypothesis (SMH) -- Index
Record Nr. UNINA-9910968989903321
Leys Ruth  
Chicago : , : University of Chicago Press, , [2017]
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter
Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter
Pubbl/distr/stampa London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017
Descrizione fisica 1 online resource (338 pages) : illustrations (some color)
Disciplina 370.15/34
Soggetto topico Emotions and cognition
Attachment behavior
Emotions in children
Learning, Psychology of
Teacher-student relationships - Psychological aspects
ISBN 1-78450-399-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Models of emotional development / David Colley and Paul Cooper -- Attachment behaviour and learning / Heather Geddes -- Neuroscience and emotional development : the basics explained / Maisie Satchwell-Hirst -- Attachment aware schools / Janet Rose and Louise Gilbert -- Emotion coaching / Licette Gus and Felicia Wood -- Promoting resilience in schools : the importance of both training and reflection for teachers and school staff / Mike Solomon -- Understanding the impact of trauma on children in the classroom / Betsy de Thierry -- A psychoanalytic understanding of change and transition in education / Betsy de Thierry -- People meet in a classroom and say 'hello' : a psychoanalytic perspective on the emotional relationship between the teacher and student / Peter Wilson -- Supporting children and young people with social, emotional and mental health difficulties : working in a multi-agency team / Kathy Evans and Erica Pavord -- Emotional development and children in care : the virtual school perspective / Tony Clifford and Anne-Marie McBlain -- Social pedagogy in the classroom : supporting children and young people in care / Emma Black, Michael Bettencourt, and Claire Cameron -- Including children with disorganised attachment in mainstream primary schools / Maggie Swarbrick -- The importance of professional supervision for all staff in schools / Dave Roberts -- Emotional development and approaches to classroom management / Jon Reid -- Disruptive behaviour and unsolved problems / Poppy Nash -- Classroom behaviour : finding what works for you / John Visser -- Supporting the emotional development of teenagers / Janice Cahill -- Conclusion : drawing together the threads / David Colley and Paul Cooper.
Record Nr. UNINA-9910795595803321
London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter
Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter
Pubbl/distr/stampa London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017
Descrizione fisica 1 online resource (338 pages) : illustrations (some color)
Disciplina 370.15/34
Soggetto topico Emotions and cognition
Attachment behavior
Emotions in children
Learning, Psychology of
Teacher-student relationships - Psychological aspects
ISBN 1-78450-399-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Models of emotional development / David Colley and Paul Cooper -- Attachment behaviour and learning / Heather Geddes -- Neuroscience and emotional development : the basics explained / Maisie Satchwell-Hirst -- Attachment aware schools / Janet Rose and Louise Gilbert -- Emotion coaching / Licette Gus and Felicia Wood -- Promoting resilience in schools : the importance of both training and reflection for teachers and school staff / Mike Solomon -- Understanding the impact of trauma on children in the classroom / Betsy de Thierry -- A psychoanalytic understanding of change and transition in education / Betsy de Thierry -- People meet in a classroom and say 'hello' : a psychoanalytic perspective on the emotional relationship between the teacher and student / Peter Wilson -- Supporting children and young people with social, emotional and mental health difficulties : working in a multi-agency team / Kathy Evans and Erica Pavord -- Emotional development and children in care : the virtual school perspective / Tony Clifford and Anne-Marie McBlain -- Social pedagogy in the classroom : supporting children and young people in care / Emma Black, Michael Bettencourt, and Claire Cameron -- Including children with disorganised attachment in mainstream primary schools / Maggie Swarbrick -- The importance of professional supervision for all staff in schools / Dave Roberts -- Emotional development and approaches to classroom management / Jon Reid -- Disruptive behaviour and unsolved problems / Poppy Nash -- Classroom behaviour : finding what works for you / John Visser -- Supporting the emotional development of teenagers / Janice Cahill -- Conclusion : drawing together the threads / David Colley and Paul Cooper.
Record Nr. UNINA-9910829042403321
London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors
Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors
Pubbl/distr/stampa New York : , : Psychology Press, , 2012
Descrizione fisica 1 online resource (289 p.)
Disciplina 153
Altri autori (Persone) DaiDavid Yun
MasmoudiSlim
NaceurAbdelmajid
Soggetto topico Cognitive psychology
Emotions and cognition
Motivation (Psychology)
Cognition
Soggetto genere / forma Electronic books.
ISBN 1-280-65993-9
9786613636867
1-136-59597-X
0-203-32598-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Cover; Attention, Representation, and Human Performance: Integration of Cognition, Emotion, and Motivation; Copyright; Contents; Preface; Contributors; Introduction: Toward an Integrative Understanding of Cognitive, Emotional, and Motivational Processes; Section I The Role of Emotion andMotivation in Attentionand Perception; 1 How Does Emotion InfluenceWorking Memory?; 2 Dynamical Interactions of Attention and Emotion: A Cognitive Neuroscience Approach Through Neural Network Connectivity; 3 Investigating the Psychological andNeural Basis of Emotional Processing
4 How Do Emotional FacialExpressions Influence OurPerception of Time?Section II Representation andProcessing and the Role ofEmotion and Motivation; 5 Mood's Influence onSemantic MemoryValence or Arousal?; 6 Neuroaesthetics and theArt of Representation; 7 Motivation and Constructionof Retrospective Opinions; 8 From Human Creative CognitiveProcesses to AdaptableArtificial System Design; 9 Euphoria Versus DysphoriaDifferential CognitiveRoles in Religion?; Section III The Role of Emotionand Motivation inHuman Performance; 10 Is It Possible to Solve aProblem Without Emotion?
11 Cognition and Emotionin Creative Design12 The Decision Process Is byDefinition Irrational; Epilogue: Where Is the Unity of Attention, Representation, and Performance? A Commentary; Author Index; Subject Index
Record Nr. UNINA-9910462343603321
New York : , : Psychology Press, , 2012
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors
Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors
Pubbl/distr/stampa New York : , : Psychology Press, , 2012
Descrizione fisica 1 online resource (289 p.)
Disciplina 153
Altri autori (Persone) DaiDavid Yun
MasmoudiSlim
NaceurAbdelmajid
Soggetto topico Cognitive psychology
Emotions and cognition
Motivation (Psychology)
Cognition
ISBN 1-136-59596-1
1-280-65993-9
9786613636867
1-136-59597-X
0-203-32598-2
Classificazione PSY000000PSY008000
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Cover; Attention, Representation, and Human Performance: Integration of Cognition, Emotion, and Motivation; Copyright; Contents; Preface; Contributors; Introduction: Toward an Integrative Understanding of Cognitive, Emotional, and Motivational Processes; Section I The Role of Emotion andMotivation in Attentionand Perception; 1 How Does Emotion InfluenceWorking Memory?; 2 Dynamical Interactions of Attention and Emotion: A Cognitive Neuroscience Approach Through Neural Network Connectivity; 3 Investigating the Psychological andNeural Basis of Emotional Processing
4 How Do Emotional FacialExpressions Influence OurPerception of Time?Section II Representation andProcessing and the Role ofEmotion and Motivation; 5 Mood's Influence onSemantic MemoryValence or Arousal?; 6 Neuroaesthetics and theArt of Representation; 7 Motivation and Constructionof Retrospective Opinions; 8 From Human Creative CognitiveProcesses to AdaptableArtificial System Design; 9 Euphoria Versus DysphoriaDifferential CognitiveRoles in Religion?; Section III The Role of Emotionand Motivation inHuman Performance; 10 Is It Possible to Solve aProblem Without Emotion?
11 Cognition and Emotionin Creative Design12 The Decision Process Is byDefinition Irrational; Epilogue: Where Is the Unity of Attention, Representation, and Performance? A Commentary; Author Index; Subject Index
Record Nr. UNINA-9910790234803321
New York : , : Psychology Press, , 2012
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui