Cargando…

Machine Learning Techniques for Arousal Classification from Electrodermal Activity: A Systematic Review

This article introduces a systematic review on arousal classification based on electrodermal activity (EDA) and machine learning (ML). From a first set of 284 articles searched for in six scientific databases, fifty-nine were finally selected according to various criteria established. The systematic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sánchez-Reolid, Roberto, López de la Rosa, Francisco, Sánchez-Reolid, Daniel, López, María T., Fernández-Caballero, Antonio
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9695360/ https://www.ncbi.nlm.nih.gov/pubmed/36433482 http://dx.doi.org/10.3390/s22228886

Ejemplares similares

Arousal Detection in Elderly People from Electrodermal Activity Using Musical Stimuli
por: Bartolomé-Tomás, Almudena, et al.
Publicado: (2020)

Electrodermal Activity Sensor for Classification of Calm/Distress Condition
por: Zangróniz, Roberto, et al.
Publicado: (2017)

Sympathetic Arousal Detection in Horses Using Electrodermal Activity
por: Golzari, Kia, et al.
Publicado: (2023)

Effectiveness of the level of personal relevance of visual autobiographical stimuli in the induction of positive emotions in young and older adults: pilot study protocol for a randomized controlled trial
por: Fernández, Dolores, et al.
Publicado: (2020)

Classification of Emotions Based on Electrodermal Activity and Transfer Learning - a Pilot Study
por: Jacobsen, Fredrik A., et al.
Publicado: (2021)

δ(13)C of terrestrial vegetation records Toarcian CO(2) and climate gradients
por: Ruebsam, Wolfgang, et al.
Publicado: (2020)

Detecting Emotions through Electrodermal Activity in Learning Contexts: A Systematic Review
por: Horvers, Anne, et al.
Publicado: (2021)

Stress State Classification Based on Deep Neural Network and Electrodermal Activity Modeling
por: Vasile, Floriana, et al.
Publicado: (2023)

Electrodermal activity patient simulator
por: Geršak, Gregor, et al.
Publicado: (2020)

Application of Supervised Machine Learning for Behavioral Biomarkers of Autism Spectrum Disorder Based on Electrodermal Activity and Virtual Reality
por: Alcañiz Raya, Mariano, et al.
Publicado: (2020)

Discrimination of non-infectious SARS-CoV-2 particles from fomites by viability RT-qPCR
por: Cuevas-Ferrando, Enric, et al.
Publicado: (2022)

The Edge Application of Machine Learning Techniques for Fault Diagnosis in Electrical Machines
por: de las Morenas, Javier, et al.
Publicado: (2023)

Machine learning techniques for jet classification
por: Gouskos, Loukas
Publicado: (2020)

An Investigation on Bilateral Asymmetry in Electrodermal Activity
por: Bjørhei, Andreas, et al.
Publicado: (2019)

RegentK and Physiotherapy—Electrodermal Mapping
por: Litscher, Gerhard, et al.
Publicado: (2014)

Psychological Correlates of Nonspecific Electrodermal Responses
por: Bari, Dindar S.
Publicado: (2019)

Machine Learning models for the Identification of Cognitive Tasks using Autonomic Reactions from Heart Rate Variability and Electrodermal Activity
por: Posada-Quintero, Hugo F., et al.
Publicado: (2019)

Development of Blends to Improve Flexibility of Biodegradable Polymers
por: Jordá-Reolid, María, et al.
Publicado: (2022)

Binaural Beat: A Failure to Enhance EEG Power and Emotional Arousal
por: López-Caballero, Fran, et al.
Publicado: (2017)

Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated Learning
por: Almadhor, Ahmad, et al.
Publicado: (2023)

A continuous measure of phasic electrodermal activity
por: Benedek, Mathias, et al.
Publicado: (2010)

A Finite State Machine Approach to Algorithmic Lateral Inhibition for Real-Time Motion Detection †
por: López, María T., et al.
Publicado: (2018)

Innovations in Electrodermal Activity Data Collection and Signal Processing: A Systematic Review
por: Posada-Quintero, Hugo F., et al.
Publicado: (2020)

Pharmacogenetics Update on Biologic Therapy in Psoriasis
por: Muñoz-Aceituno, Ester, et al.
Publicado: (2020)

Classification of facial paralysis based on machine learning techniques
por: Gaber, Amira, et al.
Publicado: (2022)

Evaluation of two different concentration methods for surveillance of human viruses in sewage and their effects on SARS-CoV-2 sequencing
por: Girón-Guzmán, Inés, et al.
Publicado: (2023)

A cardiorespiratory classifier of voluntary and involuntary electrodermal activity
por: Blain, Stefanie, et al.
Publicado: (2010)

Time-varying analysis of electrodermal activity during exercise
por: Posada-Quintero, Hugo F., et al.
Publicado: (2018)

Electrodermal Activity Is Sensitive to Cognitive Stress under Water
por: Posada-Quintero, Hugo F., et al.
Publicado: (2018)

Habituation of the electrodermal response – A biological correlate of resilience?
por: Walker, Frederick R., et al.
Publicado: (2019)

Point process temporal structure characterizes electrodermal activity
por: Subramanian, Sandya, et al.
Publicado: (2020)

Electrodermal Activity Responses for Quantitative Assessment of Felt Pain
por: Bari, Dindar S., et al.
Publicado: (2018)

Emotion Recognition With Knowledge Graph Based on Electrodermal Activity
por: Perry Fordson, Hayford, et al.
Publicado: (2022)

Electrodermal Activity for Measuring Cognitive and Emotional Stress Level
por: Rahma, Osmalina Nur, et al.
Publicado: (2022)

The Five Basic Human Senses Evoke Electrodermal Activity
por: Bari, Dindar S., et al.
Publicado: (2023)

Skin Lesion Classification and Detection Using Machine Learning Techniques: A Systematic Review
por: Debelee, Taye Girma
Publicado: (2023)

Reduced activity, reactivity and functionality of the sympathetic nervous system in fibromyalgia: An electrodermal study
por: Reyes del Paso, Gustavo A., et al.
Publicado: (2020)

Machine Learning Techniques for Undertaking Roundabouts in Autonomous Driving
por: García Cuenca, Laura, et al.
Publicado: (2019)

Pancreatic adenosquamous carcinoma and intraductal papillary mucinous neoplasm in a CDKN2A germline mutation carrier
por: Martínez de Juan, Fernando, et al.
Publicado: (2017)

An Autonomous Solar-Powered Marine Robotic Observatory for Permanent Monitoring of Large Areas of Shallow Water
por: González-Reolid, I., et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_8podp2sumtkbs9ulbd0v0tubps