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Listar por autor "Marín Morales, Javier"

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Affective computing framework for social emotion elicitation and recognition using artificial intelligence

Llanes Jurado, José (Universitat Politècnica de València, 2024-09-02)

[ES] El campo de la computación afectiva es un área que ha surgido con gran impulso y está en constante evolución. Este campo logra integrar psicofisiología, informática, ingeniería biomédica e inteligencia artificial, ...
Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors

Marín-Morales, Javier; Higuera-Trujillo, Juan Luis; Greco, Alberto; Guixeres Provinciale, Jaime; Llinares Millán, María del Carmen; Scilingo, Enzo Pasquale; Alcañiz Raya, Mariano Luis; Valenza, Gaetano (Nature Publishing Group, 2018)

[EN] Affective Computing has emerged as an important field of study that aims to develop systems that can automatically recognize emotions. Up to the present, elicitation has been carried out with nonimmersive stimuli. ...
An Immersive Serious Game for the Behavioral Assessment of Psychological Needs

CHICCHI-GIGLIOLI, IRENE ALICE; Carrasco-Ribelles, Lucia A.; Parra Vargas, Elena; Marín-Morales, Javier; Alcañiz Raya, Mariano Luis (MDPI AG, 2021-02)

[EN] Motivation is an essential component in mental health and well-being. In this area, researchers have identified four psychological needs that drive human behavior: attachment, self-esteem, orientation and control, and ...
An Immersive Virtual Reality Game for Predicting Risk Taking through the Use of Implicit Measures

Juan-Ripoll, Carla De; Llanes-Jurado, José; CHICCHI-GIGLIOLI, IRENE ALICE; Marín-Morales, Javier; Alcañiz Raya, Mariano Luis (MDPI AG, 2021-01)

[EN] The tool presented in this article can be applied as an ecological measure for evaluating decision-making processes in risky situations. It can be used in different contexts from both Occupational Safety and Health ...
An Online Attachment Style Recognition System Based on Voice and Machine Learning

Gómez-Zaragozá, Lucía; Marín-Morales, Javier; Parra Vargas, Elena; Chicchi Giglioli, Irene Alice; Alcañiz Raya, Mariano Luis (Institute of Electrical and Electronics Engineers, 2023-11)

[EN] Attachment styles are known to have significant associations with mental and physical health. Specifically, insecure attachment leads individuals to higher risk of suffering from mental disorders and chronic diseases. ...
Análisis multivariante del movimiento de la mirada y de la cabeza en conversaciones con avatares virtuales y desarrollo de modelos para la detección de síntomas depresivos.

Serrano Aladrén, Víctor (Universitat Politècnica de València, 2024-10-28)

[ES] En este TFM se explora una manera de poder identificar a personas con síntomas depresivos de forma objetiva con un procedimiento estandarizado. En concreto se analizan datos del movimiento de la mirada y la cabeza de ...
Análisis y Validación de la Consistencia en un Simulador de Conducción

Camacho Torregrosa, Francisco Javier; Marín Morales, Javier; Llopis Castelló, David; Pérez Zuriaga, Ana María; García García, Alfredo (Editorial Universitat Politècnica de València, 2016-06-01)

[ES] Muy diversas investigaciones previas han mostrado cómo la percepción del riesgo afecta el comportamiento de los conductores. Muchas de ellas van dirigidas a observar la diferencia de percepción entre conductores ...
Application of Supervised Machine Learning for Behavioral Biomarkers of Autism Spectrum Disorder Based on Electrodermal Activity and Virtual Reality

Alcañiz Raya, Mariano Luis; CHICCHI-GIGLIOLI, IRENE ALICE; Marín-Morales, Javier; Higuera-Trujillo, Juan Luis; Olmos-Raya, Elena; Minissi, Maria Eleonora; Teruel García, Gonzalo; Sirera, Marian; Abad, Luis (Frontiers Media SA, 2020-04-03)

[EN] Objective: Sensory processing is the ability to capture, elaborate, and integrate information through the five senses and is impaired in over 90% of children with autism spectrum disorder (ASD). The ASD population ...
Applying machine learning to a virtual serious game for neuropsychological assessment.

Marín-Morales, Javier; Carrasco-Ribelles, Lucia A.; Alcañiz Raya, Mariano Luis; CHICCHI-GIGLIOLI, IRENE ALICE (IEEE, 2021-04-23)

[EN] Neuropsychological assessment has been traditionally made through paper-and-pencil batteries which usually are time-consuming, decontextualized, and nonecological. These abilities play a critical role in education ...
Automatic artifact recognition and correction for electrodermal activity based on LSTM-CNN models

Llanes-Jurado, José; Lucia A. Carrasco-Ribelles; Alcañiz Raya, Mariano Luis; Soria-Olivas, Emilio; Marín-Morales, Javier (Elsevier, 2023-11-15)

[EN] Researchers increasingly use electrodermal activity (EDA) to assess emotional states, developing novel appli-cations that include disorder recognition, adaptive therapy, and mental health monitoring systems. However, ...
Combining Virtual Reality and Machine Learning for Leadership Styles Recognition

Parra Vargas, Elena; García-Delgado, Aitana; Carrasco-Ribelles, Lucía Amalia; Chicchi Giglioli, Irene Alice; Marín-Morales, Javier; Giglio, Cristina; Alcañiz Raya, Mariano Luis (Frontiers Media SA, 2022-05-31)

[EN] The aim of this study was to evaluate the viability of a new selection procedure based on machine learning (ML) and virtual reality (VR). Specifically, decision-making behaviours and eye-gaze patterns were used to ...
Combining Virtual Reality and Organizational Neuroscience for Leadership Assessment

Parra Vargas, Elena; Chicchi Giglioli, Irene Alice; Philip, Jestine; Carrasco-Ribelles, Lucia Amalia; Marín-Morales, Javier; Alcañiz Raya, Mariano Luis (MDPI AG, 2021-07)

[EN] In this article, we introduce three-dimensional Serious Games (3DSGs) under an evidencecentered design (ECD) framework and use an organizational neuroscience-based eye-tracking measure to capture mplicit behavioral ...
Desarrollo de una metodología para el registro y procesamiento automático de la actividad electro dermal en niños autistas

Llopis García, Guillermo (Universitat Politècnica de València, 2021-09-09)

[ES] La actividad electro dermal se basa en la variación de la conductancia eléctrica de la piel que refleja la actividad del sistema nervioso simpático ante un estímulo. Como parámetro psicofisiológico permite evaluar el ...
Design and development of driving simulator scenarios for road validation studies

Dols Ruiz, Juan Francisco; Molina Pardo, Jaime; Camacho Torregrosa, Francisco Javier; Marín Morales, Javier; Pérez Zuriaga, Ana María; García García, Alfredo (Elsevier, 2016)

In recent years, the number of road-based studies using driving simulators is growing significantly. This allows evaluating controlled situations that otherwise would require disproportionate observations in time and/or ...
Design and development of driving simulator scenarios for road validation studies

Dols Ruiz, Juan Francisco; Molina Pardo, Jaime; Camacho Torregrosa, Francisco Javier; Marín Morales, Javier; Pérez Zuriaga, Ana María; García García, Alfredo (Editorial Universitat Politècnica de València, 2016-06-01)

[EN] In recent years, the number of road-based studies using driving simulators is growing significantly. This allows evaluating controlled situations that otherwise would require disproportionate observations in time ...
Development and Calibration of an Eye-Tracking Fixation Identification Algorithm for Immersive Virtual Reality

Llanes-Jurado, José; Marín-Morales, Javier; Guixeres Provinciale, Jaime; Alcañiz Raya, Mariano Luis (MDPI AG, 2020-09)

[EN] Fixation identification is an essential task in the extraction of relevant information from gaze patterns; various algorithms are used in the identification process. However, the thresholds used in the algorithms ...
Diagnóstico sobre la formación en ODS mediante encuestas al alumnado

Lorduy-Alós, María; Marín-Morales, Javier; Gallardo, Sergio (Editorial Universitat Politècnica de València, 2023-10-06)

[ES] El RD 822/2021 estipula que los planes de estudios deberán tener como referente los principios y valores democráticos y los Objetivos de Desarrollo Sostenible (ODS). Ello obliga a revisar y adaptar contenidos y ...
Do You See What I See? Effectiveness of 360-Degree vs. 2D Video Ads Using a Neuroscience Approach

Ausin-Azofra, Jose M.; Bigné, Enrique; Ruiz, Carla; Marín-Morales, Javier; Guixeres Provinciale, Jaime; Alcañiz Raya, Mariano Luis (Frontiers Media SA, 2021-02-19)

[EN] This study compares cognitive and emotional responses to 360-degree vs. static (2D) videos in terms of visual attention, brand recognition, engagement of the prefrontal cortex, and emotions. Hypotheses are proposed ...
Emotion Recognition in Immersive Virtual Reality: From Statistics to Affective Computing

Marín-Morales, Javier; Llinares Millán, María Del Carmen; Guixeres Provinciale, Jaime; Alcañiz Raya, Mariano Luis (MDPI AG, 2020-09)

[EN] Emotions play a critical role in our daily lives, so the understanding and recognition of emotional responses is crucial for human research. Affective computing research has mostly used non-immersive two-dimensional ...
Emotional maps: neuro architecture and design applications

Higuera Trujillo, Juan; Marín Morales, Javier; Rojas, Juan; López Tarruella Maldonado, Juan (Editorial Universitat Politècnica de València, 2016-10-27)

[EN] Neurophysiological measurements have increased in Design and Architecture to emotionally assess products. Objective understanding of emotion states brings an enormous opportunity to explain how environments aspects ...