Table of Contents

• Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning MethodsMasoud Sistaninezhad, Ali Jafarizadeh, Saman Rajebi, Siamak Pedrammehr, Roohallah Alizadehsani, Juan Manuel Górriz. 3-13 [doi]
• Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude CouplingAndrés Ortiz 0001, Nicolás Gallego-Molina, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Juan Manuel Górriz. 14-23 [doi]
• Enhancing Neuronal Coupling Estimation by NIRS/EEG IntegrationNicolás Gallego-Molina, Andrés Ortiz 0001, Marco A. Formoso, Francisco Jesús Martínez-Murcia, Wai Lok Woo. 24-33 [doi]
• Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase SynchronyIgnacio Rodríguez-Rodríguez, Andrés Ortiz 0001, Marco A. Formoso, Nicolás Gallego-Molina, Juan Luis Luque. 34-44 [doi]
• Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in DyslexiaMarco A. Formoso, Nicolás Gallego-Molina, Andrés Ortiz 0001, Ignacio Rodríguez-Rodríguez, Almudena Giménez. 45-54 [doi]
• Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia DetectionDiego Castillo-Barnes, Andrés Ortiz 0001, Pietro Stabile, Nicolás Gallego-Molina, Patrícia Figueiredo, Juan Luis Luque. 55-67 [doi]
• Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree ClassifierMohammad Maftoun, Javad Hassannataj Joloudari, Omid Zare, Maryam Khademi, Alireza Atashi, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Juan Manuel Górriz. 68-77 [doi]
• A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's DiseaseCristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Ignacio A. Illán, Carmen Jiménez-Mesa, Javier Ramírez 0001, Juan Manuel Górriz. 78-87 [doi]
• Zero-Shot Ensemble of Language Models for Fine-Grain Mental-Health Topic ClassificationCristina Luna Jiménez, David Griol, Zoraida Callejas. 88-97 [doi]
• Enhancing Interpretability in Machine Learning: A Focus on Genetic Network Programming, Its Variants, and ApplicationsMohamad Roshanzamir, Roohallah Alizadehsani, Seyed Vahid Moravvej, Javad Hassannataj Joloudari, Hamid Alinejad-Rokny, Juan Manuel Górriz. 98-107 [doi]
• Enhancing Coronary Artery Disease Classification Using Optimized MLP Based on Genetic AlgorithmMohammad Hashemi, Seyedeh Somayeh Salehi Komamardakhi, Mohammad Maftoun, Omid Zare, Javad Hassannataj Joloudari, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Pietro Sala, Juan Manuel Górriz. 108-117 [doi]
• Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning DisordersJuan Eloy Arco, Nicolás Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez 0001, Juan Manuel Górriz, Andrés Ortiz 0001. 118-127 [doi]
• Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AIMohammad Bdaqli, Afshin Shoeibi, Parisa Moridian, Delaram Sadeghi, Mozhde Firoozi Pouyani, Ahmad Shalbaf, Juan Manuel Górriz. 128-138 [doi]
• Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer ModelAfshin Shoeibi, Mahboobeh Jafari, Delaram Sadeghi, Roohallah Alizadehsani, Hamid Alinejad-Rokny, Amin Beheshti, Juan Manuel Górriz. 139-149 [doi]
• Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer ModelsAfshin Shoeibi, Marjane Khodatars, Hamid Alinejad-Rokny, Jónathan Heras, Sara Bagherzadeh, Amin Beheshti, Juan Manuel Górriz. 150-160 [doi]
• A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of DyslexiaNicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes, Andrés Ortiz 0001, Javier Ramírez 0001, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque. 161-170 [doi]
• Comprehensive Evaluation of Stroke Rehabilitation Dynamics: Integrating Brain-Computer Interface with Robotized Orthesic Hand and Longitudinal EEG ChangesYolanda Vales, Jose M. Catalan, Andrea Blanco-Ivorra, Juan A. Barios, Nicolás García Aracil. 171-181 [doi]
• PDBIGDATA: A New Database for Parkinsonism Research Focused on Large ModelsR. López, Francisco Jesús Martínez-Murcia, Javier Ramírez 0001, Teodoro Martín-Noguerol, F. Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia. 182-190 [doi]
• A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing TestCarmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz 0001, Marina Ávila-Villanueva, Javier Ramírez 0001, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz. 191-200 [doi]
• Prediction of Burst Suppression Occurrence Under General Anaesthesia Using Pre-operative EEG SignalsElif Yozkan, Enrique Hortal, Joël M. H. Karel, Marcus L. F. Janssen, Catherine J. Vossen, Erik D. Gommer. 203-212 [doi]
• Advances in Denoising Spikes Waveforms for Electrophysiological RecordingsRocío López Peco, Mikel Val-Calvo, Cristina Soto-Sánchez, Eduardo Fernández 0001. 213-222 [doi]
• Analysis of Anxiety Caused by Fasting in Obesity Patients Using EEG SignalsMariana Elizalde, Jesica Martínez, Mario Ortíz 0001, Eduardo Iáñez, María Herranz-Lopez, Vicente Micol, José Maria Azorín. 223-232 [doi]
• Evolution of EEG Fractal Dimension Along a Sequential Finger Movement TaskSara Kamali, Fabiano Baroni, Pablo Varona. 233-242 [doi]
• Stress Classification Model Using Speech: An Ambulatory Protocol-Based Database StudyLara Eleonora Prado, Andrea Hongn, Patricia Pelle, María Paula Bonomini. 245-252 [doi]
• Exploring Spatial Cognition: Comparative Analysis of Agent-Based Models in Dynamic and Static EnvironmentsMaria Luongo, Michela Ponticorvo, Nicola Milano. 253-260 [doi]
• Machine Learning for Personality Type Classification on Textual DataIgone Morais-Quilez, Manuel Graña, Javier de Lope. 261-269 [doi]
• Grad-CAM Applied to the Detection of Instruments Used in Facial Presentation AttacksIrene García-Rubio, Roberto Gallardo-Cava, David Ortega-delCampo, Julio Guillen-Garcia, Daniel Palacios-Alonso, Cristina Conde. 270-281 [doi]
• Comparison of an Accelerated Garble Embedding Methodology for Privacy Preserving in Biomedical Data AnalyticsNikola Hristov-Kalamov, Raúl Fernández-Ruiz, Agustín Álvarez Marquina, Esther Núñez-Vidal, Francisco Domínguez-Mateos, Daniel Palacios-Alonso. 282-299 [doi]
• Unfolding Laryngeal Neuromotor Activity in Parkinson's Disease by Phonation InversionPedro Gómez Vilda, Andrés Gómez-Rodellar, Jirí Mekyska, Agustín Álvarez Marquina, Daniel Palacios-Alonso. 300-309 [doi]
• Personalization of Child-Robot Interaction Through Reinforcement Learning and User ClassificationAnniek Jansen, Konstantinos Tsiakas, Emilia I. Barakova. 310-321 [doi]
• EGG: AI-Based Interactive Design Object for Managing Post-operative Pain in ChildrenJing Li, Kuankuan Chen, Liuyiyi Yang, Milou Mutsaers, Emilia I. Barakova. 322-331 [doi]
• Cepstral Space Projection on the Evaluation of Autistic Speech: A Pilot StudyAndrés Gómez-Rodellar, Marina Jodra-Chuan, José Manuel Ferrández de Vicente, Pedro Gómez Vilda. 332-341 [doi]
• Unravelling the Robot Gestures Interpretation by Children with Autism Spectrum Disorder During Human-Robot InteractionGema Benedicto, Carlos G. Juan, Antonio Fernández-Caballero 0001, Eduardo Fernández 0001, José Manuel Ferrández. 342-355 [doi]
• Real-Time Emotion Detection System's Impact on Pivotal Response Training ProtocolGema Benedicto, Félix de la Paz, Antonio Fernández-Caballero 0001, Eduardo Fernández 0001. 356-367 [doi]
• Assessing the Interplay of Attributes in Dementia Prediction Through the Integration of Graph Embeddings and Unsupervised LearningPablo Zubasti, Antonio Berlanga, Miguel A. Patricio, José Manuel Molina 0001. 371-380 [doi]
• Bayesian Network Structures for Early Diagnosis of MCI Using Semantic Fluency TestsAlba Gomez-Valadés, Rafael Martínez-Tomás, Mariano Rincón. 381-389 [doi]
• Connectivity Patterns in Alzheimer Disease and Frontotemporal Dementia Patients Using Graph TheoryMaría Paula Bonomini, Eduardo Ghiglioni, Noelia Belén Rios. 390-397 [doi]
• Binary Classification Methods for Movement Analysis from Functional Near-Infrared Spectroscopy SignalsDaniel Sánchez-Reolid, Roberto Sánchez-Reolid, José L. Gómez-Sirvent, Alejandro L. Borja, José M. Ferrández, Antonio Fernández-Caballero 0001. 401-410 [doi]
• Heart Attack Detection Using Body Posture and Facial Expression of PainGabriel Rojas-Albarracín, Antonio Fernández-Caballero 0001, António Pereira 0001, María T. López. 411-420 [doi]
• Non-intrusive and Easy-to-Use IOT Solution to Improve Elderly's Quality of LifeLuís Correia 0002, Nuno Costa 0001, Antonio Fernández-Caballero 0001, António Pereira 0001. 421-430 [doi]
• Human-Computer Interaction Approach with Empathic Conversational Agent and Computer VisionRafael Pereira, Carla Mendes, Nuno Costa 0001, Luís Frazão, Antonio Fernández-Caballero 0001, António Pereira 0001. 431-440 [doi]
• Using Touch to Improve Emotion Recognition: Proposed System and Expert ValidationLuisa Merino Ramínez, José Pascual Molina, Álvaro Lanchas López, Félix de la Paz, Antonio Fernández-Caballero 0001, Arturo S. García 0001. 441-451 [doi]
• Human-in-the-Loop for Personality Dynamics: Proposal of a New Research ApproachKrzysztof Kutt, Marzena Kutt, Bartosz Kawa, Grzegorz J. Nalepa. 455-464 [doi]
• Emotion Prediction in Real-Life Scenarios: On the Way to the BIRAFFE3 DatasetKrzysztof Kutt, Grzegorz J. Nalepa. 465-475 [doi]
• Towards Enhanced Emotional Interaction in the MetaverseJaime Andres Rincon, Cédric Marco-Detchart, Vicente Julián. 476-485 [doi]
• GOAP in Graph-Based Game Narrative StructuresIwona Grabska-Gradzinska, Ewa Grabska, Pawel Wegrzyn, Leszek Nowak. 486-495 [doi]
• A Framework for Explanation-Aware Visualization and Adjudication in Object Detection: First Results and PerspectivesArnab Ghosh Chowdhury, David Massanés, Steffen Meinert, Martin Atzmueller. 496-506 [doi]
• Optimizing Didactic Sequences with Artificial Intelligence: Integrating Bloom's Taxonomy and Emotion in the Selection of Educational TechnologiesPedro Salcedo Lagos, Pedro Pinacho Davidson, M. Angélica Pinninghoff Junemann, Ricardo Contreras Arriagada, Karina Fuentes-Riffo, Miguel Friz Carrillo. 509-517 [doi]
• Contrastive Learning of Multivariate Gaussian Distributions of Incremental Classes for Continual LearningHyung-Jun Moon, Sung-Bae Cho. 518-527 [doi]
• Influence of Color on Academic Performance: A Studio with Auditory Sustained Attention Within a Virtual ScenarioGabriel Ávila-Muñoz, Miguel A. López-Gordo, Manuel Rodríguez Álvarez. 528-538 [doi]