Artificial Intelligence for Neuroscience, Mental Health, and Neurodegenerative Disorders

11th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2026, Canary Islands, Spain, May 26–29, 2026, Proceedings, Part I

AvJosé Manuel Ferrández Vicente,Mikel Val-Calvo

Häftad, Engelska, 2026

Del 16574 i serien Lecture Notes in Computer Science

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Beskrivning

The two volume set LNCS 16574 and 16575 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2026, held in Canary Islands, Spain, during May 26–29, 2026.The 93 full papers included in this book were carefully reviewed and selected from 187 submissions. They were organized in topical sections as follows:Part I: Machine Learning in Neuroscience; Functional Evaluation of Neuromotor and Cognitive Disorders; Intelligent Systems for the Study and Support of Youth Mental Health; Socio-Cognitive, Affective and Physiological Computing; Intelligent Systems for Assessment, Treatment, and Assistance in early stages of Alzheimer; Neuroprosthesis, Ethics; and European Culture and Technology Lab;Part II: Machine Learning in Computer Vision and Robotics; Robotics; Bio-Inspired Computing Approaches; Social and Civil Engineering through Human AI Translations; Explainable, Robust and Trustworthy Machine Learning and its Applications; Learning tools to lecture; and Other Applications.

Produktinformation

Utgivningsdatum:2026-05-29
Mått:155 x 235 x 28 mm
Vikt:768 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:489
Förlag:Springer Nature Switzerland AG
ISBN:9783032273130

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Innehållsförteckning

.- MALENE: "3rd Workshop on Machine Learning in Neuroscience"..- Extracting Circadian Rhythms from Continuous Glucose Monitoring via Physics-Constrained Empirical Mode Decomposition..- Hilbert spectrum-based approach for fNIRS interhemispheric functional connectivity analysis..- Schizophrenia Detecting using Reinforcement Learning-based Active Learning and Hyperparameter Optimization..- Drop in Transfer Entropy between EEG Bands during Auditory Steady-State Response in Developmental Dyslexia..- Modeling and Predicting Age-at-Onset Trajectories in Genetic Frontotemporal Dementia Using Survival Methods..- Feasibility of EEG-based bimanual upper-limb exoskeleton control for activities of daily living..- Longitudinal Modeling of Alzheimer’s Disease Progression Using a Bayesian Latent Framework with APOE-Dependent Genetic Effects..- Survival Modeling in the Latent Space for Alzheimer's Prognosis..- Segmentation of Traumatic Brain Injury on Magnetic Resonance Imaging..- From Regions to Manifolds: linking Radiomic Signatures with PCA and UMAP Brain Representations in Glioma..- Early Diagnosis of Epileptic Seizures from EEG Signals Using Graph Convolutional Network Model..- Assessing the Robustness of Clinical–Metabolic Activity Models Through SAR in the PPMI Dataset..- Ordinal Classification for Alzheimer’s Disease..- NeurDis: "Functional Evaluation of Neuromotor and Cognitive Disorders. Hommage to Victoria Rodellar"..- Perspectives on Making Sense of Complex Data: Towards Integrative Human-Aware Evaluation..- Automatic detection of Williams Syndrome using acoustic tremor features: a noninvasive and low-cost method..- VR-Based Hand-Motion Assessment for Parkinson's Disease: A Prototype Adapted for Secure Privacy-Preserving Neural Classification..- Phonation-Encephalographic Signatures as Interpretable Biomarkers of Cortical-Limbic Dysfunction in Autism Spectrum Disorder..- Slow/fast spectral dynamics during active, assisted, and observed hand movements: beyond mu and beta..- Computational Intelligence Approaches to Autism Spectrum Disorder Detection Using Eye-Tracking: A State-of-the-Art Analysis..- Integrated AI System for Physiological Assessment of Pain and Social Robot Intervention..- Isometric Wrist Control Assessed Through Electrospinography and Electromyography Signals..- NT4SM: "Intelligent Systems for the Study and Support of Youth Mental Health (CYTED)"..- Depression Detection using Cross-Attention Multimodal Fusion on Audio-Visual Data..- Affective touch in haptic interfaces, a preliminary study of textures..- Technological Mediation in Emotional Literacy: Evaluation of Artificial Intelligence Agents in the EMOCREA Project..- Multimodal Depression Detection Using Hierarchical Fusion of DistilBERT and Bi-LSTM Encoders: A Deep Learning Approach on the DAIC-WOZ Corpus..- Considering ROI Selection for rPPG Beyond Heart Rate Measurement..- Explainable AI-Based Connectivity Learning for ADHD Detection from EEG Signals..- Text–Conditioned Semantic Aggregation for Audio-Based Multiple-Instance Learning in Depression Detection..- Explainable Mortality Risk Prediction with Causality via Hierarchical Bayesian Network..- "Socio-Cognitive, Affective and Physiological Computing"..- Exploring Whisper’s Latent Space for Emotion Recognition from Vocal Bursts..- Multimodal Temporal Deep Learning for ADHD Classification in Ecologically Valid Virtual Reality: An Exploratory Study..- Design of an Embodied Conversational Agent for Autism Intervention: A Comparative Framework Between Physical Robots and Virtual Agents..- Comparative Evaluation of Recent Deep Architectures for Arousal Classification from Electrodermal Activity..- "Intelligent Systems for Assessment, Treatment, and Assistance in early stages of Alzheimer"..- Estimating MMSE Scores from Conversational Transcripts Using Quantized Large Language Models..- Diagnostic tools of Neurodegenerative Conditions with Spiking Neural Networks..- Do Contrastive Representations Help in Low-Sample Tabular Clinical Data? Insights from Cognitive Impairment..- "Neuroprosthesis, Ethics. EPISTEAM"..- Validation of an Integrated Virtual Reality Platform for Low Vision and Visual Neuroprostheses Simulation..- Artificial Intelligence in Cortical Visual Prostheses: From Phosphene Encoding to Closed-Loop Neuroprosthetic Vision..- Artifact-Minimized Multi-Unit Activity Estimation Using Polynomic Interpolation..- Visual Cortex Stimulation Modulates Muscle Networks Underlying Postural Control in Blindness..- "ECTLAB: "European Culture and Technology Lab (EUT+). EPISTEAM"..- Machine Voices for Human Histories: Mixed Epistemologies for Architectural Heritage..- Virtue Ethics and Emerging Technologies: Ethical Challenges in AI, Robotics, and Affective Computing..- A computational interaction model and architecture inspired by Pivotal Response Treatment (PRT).