IWINAC

Publications

2024

Daniel Sánchez-Reolid, Roberto Sánchez-Reolid, José Luis Gómez-Sirvent, Alejandro L. Borja, José M. Ferrández, Antonio Fernández-Caballero
Binary Classification Methods for Movement Analysis from Functional Near-Infrared Spectroscopy Signals. IWINAC (2024)
Mariana Elizalde, Jesica Martínez, Mario Ortíz, Eduardo Iáñez, María Herranz-Lopez, Vicente Micol, José Maria Azorín
Analysis of Anxiety Caused by Fasting in Obesity Patients Using EEG Signals. IWINAC (2024)
Luís Correia, Nuno Costa, Antonio Fernández-Caballero, António Pereira
Non-intrusive and Easy-to-Use IOT Solution to Improve Elderly's Quality of Life. IWINAC (2024)
Igone Morais-Quilez, Manuel Graña, Javier de Lope
Machine Learning for Personality Type Classification on Textual Data. IWINAC (2024)
Pedro Salcedo Lagos, Pedro Pinacho Davidson, M. Angélica Pinninghoff Junemann, Ricardo Contreras Arriagada, Karina Fuentes-Riffo, Miguel Friz Carrillo
Optimizing Didactic Sequences with Artificial Intelligence: Integrating Bloom's Taxonomy and Emotion in the Selection of Educational Technologies. IWINAC (2024)
Elif Yozkan, Enrique Hortal, Joël M. H. Karel, Marcus L. F. Janssen, Catherine J. Vossen, Erik D. Gommer
Prediction of Burst Suppression Occurrence Under General Anaesthesia Using Pre-operative EEG Signals. IWINAC (2024)
Juan Eloy Arco, Nicolás Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz
Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. IWINAC (2024)
Anniek Jansen, Konstantinos Tsiakas, Emilia I. Barakova
Personalization of Child-Robot Interaction Through Reinforcement Learning and User Classification. IWINAC (2024)
Iwona Grabska-Gradzinska, Ewa Grabska, Pawel Wegrzyn, Leszek Nowak
GOAP in Graph-Based Game Narrative Structures. IWINAC (2024)
Nikola Hristov-Kalamov, Raúl Fernández-Ruiz, Agustín Álvarez Marquina, Esther Núñez-Vidal, Francisco Domínguez-Mateos, Daniel Palacios-Alonso
Comparison of an Accelerated Garble Embedding Methodology for Privacy Preserving in Biomedical Data Analytics. IWINAC (2024)
Mohammad Hashemi, Seyedeh Somayeh Salehi Komamardakhi, Mohammad Maftoun, Omid Zare, Javad Hassannataj Joloudari, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Pietro Sala, Juan Manuel Górriz
Enhancing Coronary Artery Disease Classification Using Optimized MLP Based on Genetic Algorithm. IWINAC (2024)
Mohammad Bdaqli, Afshin Shoeibi, Parisa Moridian, Delaram Sadeghi, Mozhde Firoozi Pouyani, Ahmad Shalbaf, Juan Manuel Górriz
Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI. IWINAC (2024)
Gema Benedicto, Félix de la Paz, Antonio Fernández-Caballero, Eduardo Fernández
Real-Time Emotion Detection System's Impact on Pivotal Response Training Protocol. IWINAC (2024)
Gabriel Rojas-Albarracín, Antonio Fernández-Caballero, António Pereira, María T. López
Heart Attack Detection Using Body Posture and Facial Expression of Pain. IWINAC (2024)
Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test. IWINAC (2024)
Lara Eleonora Prado, Andrea Hongn, Patricia Pelle, María Paula Bonomini
Stress Classification Model Using Speech: An Ambulatory Protocol-Based Database Study. IWINAC (2024)
Jing Li, Kuankuan Chen, Liuyiyi Yang, Milou Mutsaers, Emilia I. Barakova
EGG: AI-Based Interactive Design Object for Managing Post-operative Pain in Children. IWINAC (2024)
Afshin Shoeibi, Marjane Khodatars, Hamid Alinejad-Rokny, Jónathan Heras, Sara Bagherzadeh, Amin Beheshti, Juan Manuel Górriz
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models. IWINAC (2024)
Sara Kamali, Fabiano Baroni, Pablo Varona
Evolution of EEG Fractal Dimension Along a Sequential Finger Movement Task. IWINAC (2024)
R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, F. Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC (2024)
Mohammad Maftoun, Javad Hassannataj Joloudari, Omid Zare, Maryam Khademi, Alireza Atashi, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Juan Manuel Górriz
Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree Classifier. IWINAC (2024)
Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC (2024)
Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Juan Manuel Górriz
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. IWINAC (2024)
Gabriel Ávila-Muñoz, Miguel A. López-Gordo, Manuel Rodríguez-Álvarez
Influence of Color on Academic Performance: A Studio with Auditory Sustained Attention Within a Virtual Scenario. IWINAC (2024)
Nicolás Gallego-Molina, Andrés Ortiz, Marco A. Formoso, Francisco Jesús Martínez-Murcia, Wai Lok Woo
Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration. IWINAC (2024)
Mohamad Roshanzamir, Roohallah Alizadehsani, Seyed Vahid Moravvej, Javad Hassannataj Joloudari, Hamid Alinejad-Rokny, Juan Manuel Górriz
Enhancing Interpretability in Machine Learning: A Focus on Genetic Network Programming, Its Variants, and Applications. IWINAC (2024)
Krzysztof Kutt, Grzegorz J. Nalepa
Emotion Prediction in Real-Life Scenarios: On the Way to the BIRAFFE3 Dataset. IWINAC (2024)
María Paula Bonomini, Eduardo Ghiglioni, Noelia Belén Rios
Connectivity Patterns in Alzheimer Disease and Frontotemporal Dementia Patients Using Graph Theory. IWINAC (2024)
Irene García-Rubio, Roberto Gallardo-Cava, David Ortega-delCampo, Julio Guillen-Garcia, Daniel Palacios-Alonso, Cristina Conde
Grad-CAM Applied to the Detection of Instruments Used in Facial Presentation Attacks. IWINAC (2024)
Diego Castillo-Barnes, Andrés Ortiz, Pietro Stabile, Nicolás Gallego-Molina, Patrícia Figueiredo, Juan Luis Luque
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection. IWINAC (2024)
Maria Luongo, Michela Ponticorvo, Nicola Milano
Exploring Spatial Cognition: Comparative Analysis of Agent-Based Models in Dynamic and Static Environments. IWINAC (2024)
Hyung-Jun Moon, Sung-Bae Cho
Contrastive Learning of Multivariate Gaussian Distributions of Incremental Classes for Continual Learning. IWINAC (2024)
Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Ignacio A. Illán, Carmen Jiménez-Mesa, Javier Ramírez, Juan Manuel Górriz
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease. IWINAC (2024)
Yolanda Vales, Jose M. Catalan, Andrea Blanco-Ivorra, Juan A. Barios, Nicolás García Aracil
Comprehensive Evaluation of Stroke Rehabilitation Dynamics: Integrating Brain-Computer Interface with Robotized Orthesic Hand and Longitudinal EEG Changes. IWINAC (2024)
Afshin Shoeibi, Mahboobeh Jafari, Delaram Sadeghi, Roohallah Alizadehsani, Hamid Alinejad-Rokny, Amin Beheshti, Juan Manuel Górriz
Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model. IWINAC (2024)
Andrés Gómez-Rodellar, Marina Jodra-Chuan, José Manuel Ferrández de Vicente, Pedro Gómez Vilda
Cepstral Space Projection on the Evaluation of Autistic Speech: A Pilot Study. IWINAC (2024)
Gema Benedicto, Carlos G. Juan, Antonio Fernández-Caballero, Eduardo Fernández, José Manuel Ferrández
Unravelling the Robot Gestures Interpretation by Children with Autism Spectrum Disorder During Human-Robot Interaction. IWINAC (2024)
Masoud Sistaninezhad, Ali Jafarizadeh, Saman Rajebi, Siamak Pedrammehr, Roohallah Alizadehsani, Juan Manuel Górriz
Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods. IWINAC (2024)
Pablo Zubasti, Antonio Berlanga, Miguel A. Patricio, José Manuel Molina
Assessing the Interplay of Attributes in Dementia Prediction Through the Integration of Graph Embeddings and Unsupervised Learning. IWINAC (2024)
Arnab Ghosh Chowdhury, David Massanés, Steffen Meinert, Martin Atzmueller
A Framework for Explanation-Aware Visualization and Adjudication in Object Detection: First Results and Perspectives. IWINAC (2024)
Luisa Merino Ramínez, José Pascual Molina, Álvaro Lanchas López, Félix de la Paz, Antonio Fernández-Caballero, Arturo S. García
Using Touch to Improve Emotion Recognition: Proposed System and Expert Validation. IWINAC (2024)
Rafael Pereira, Carla Mendes, Nuno Costa, Luís Frazão, Antonio Fernández-Caballero, António Pereira
Human-Computer Interaction Approach with Empathic Conversational Agent and Computer Vision. IWINAC (2024)
Krzysztof Kutt, Marzena Kutt, Bartosz Kawa, Grzegorz J. Nalepa
Human-in-the-Loop for Personality Dynamics: Proposal of a New Research Approach. IWINAC (2024)
Alba Gomez-Valadés, Rafael Martínez-Tomás, Mariano Rincón
Bayesian Network Structures for Early Diagnosis of MCI Using Semantic Fluency Tests. IWINAC (2024)
Marco A. Formoso, Nicolás Gallego-Molina, Andrés Ortiz, Ignacio Rodríguez-Rodríguez, Almudena Giménez
Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in Dyslexia. IWINAC (2024)
Pedro Gómez Vilda, Andrés Gómez-Rodellar, Jirí Mekyska, Agustín Álvarez Marquina, Daniel Palacios-Alonso
Unfolding Laryngeal Neuromotor Activity in Parkinson's Disease by Phonation Inversion. IWINAC (2024)
Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Marco A. Formoso, Nicolás Gallego-Molina, Juan Luis Luque
Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase Synchrony. IWINAC (2024)
Rocío López Peco, Mikel Val-Calvo, Cristina Soto-Sánchez, Eduardo Fernández
Advances in Denoising Spikes Waveforms for Electrophysiological Recordings. IWINAC (2024)
Jaime Andres Rincon, Cédric Marco-Detchart, Vicente Julián
Towards Enhanced Emotional Interaction in the Metaverse. IWINAC (2024)

volume 14674, 2024

Artificial Intelligence for Neuroscience and Emotional Systems - 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, Olhâo, Portugal, June 4-7, 2024, Proceedings, Part I IWINAC 14674 (2024)