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会议文集


文集名Artificial Intelligence for Neuroscience and Emotional Systems
会议名10th International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC 2024)
中译名《第十届国际自然与人工计算相互作用工作会议，卷1》
会议日期June 4-7, 2024
会议地点Olhao, Portugal
出版年2024
馆藏号352900


题名作者出版年
Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning MethodsMasoud Sistaninezhad; Ali Jafarizadeh; Saman Rajebi; Siamak Pedrammehr; Roohallah Alizadehsani; Juan M. Gorriz2024
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude CouplingAndres Ortiz; Nicolas J. Gallego-Molina; Diego Castillo-Barnes; Ignacio Rodriguez-Rodrguez; Juan M. Gorriz2024
Enhancing Neuronal Coupling Estimation by NIRS/EEG IntegrationNicolas J. Gallego-Molina; Andres Ortiz; Marco A. Formoso; Francisco J. Martinez-Murcia; Wai Lok Woo2024
Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase SynchronyI. Rodriguez-Rodriguez; A. Ortiz; M. A. Formoso; N. J. Gallego-Molina; J. L. Luque2024
Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in DyslexiaMarco A. Formoso; Nicolas J. Gallego-Molina; A. Ortiz; Ignacio Rodriguez-Rodriguez; Almudena Gimenez2024
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia DetectionDiego Castillo-Barnes; Andres Ortiz; Pietro Stabile; Nicolas J. Gallego-Molina; Patricia Figueiredo; Juan L. Luque2024
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 M. Gorriz2024
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's DiseaseCristobal Vazquez-Garcia; F. J. Martinez-Murcia; Juan E. Arco; Ignacio A. Illan; Carmen Jimenez-Mesa; Javier Ramirez; Juan M. Gorriz2024
Zero-Shot Ensemble of Language Models for Fine-Grain Mental-Health Topic ClassificationCristina Luna-Jimenez; David Griol; Zoraida Callejas2024
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 M. Gorriz2024
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 M Gorriz2024
Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning DisordersJuan E. Arco; Nicolas J. Gallego-Molina; Pedro J. Lopez-Perez; Javier Ramirez; Juan M. Gorriz; Andres Ortiz2024
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 M. Gorriz2024
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 M. Gorriz2024
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer ModelsAfshin Shoeibi; Marj ane Khodatars; Hamid Alinejad-Rorky; Jonathan Heras; Sara Bagherzadeh; Amin Beheshti; Juan M. Gorriz2024
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of DyslexiaN. Gallego-Molina; F. J. Martinez-Murcia; M. A. Formoso; D. Castillo-Barnes; A. Ortiz; J. Ramirez; J. M. Gorriz; P. J. Lopez-Perez; J. L. Luque2024
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; Nicolas Garcia-Aracil2024
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large ModelsR. Lopez; F. J. Martinez-Murcia; J. Ramirez; T. Martin-Noguerol; F. Paulano-Godino; A. Luna; J. M. Gorriz; F. Segovia2024
A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing TestCarmen Jimenez-Mesa; Juan E. Arco; Meritxell Valenti-Soler; Belen Frades-Payo; Maria A. Zea-Sevilla; Andres Ortiz; Marina Avila-Villanueva; Javier Ramirez; Teodoro del Ser-Quijano; Cristobal Carnero-Pardo; Juan M. Gorriz2024
Prediction of Burst Suppression Occurrence Under General Anaesthesia Using Pre-operative EEG SignalsElif Yozkan; Enrique Hortal; Joel Karel; Marcus L. F. Janssen; Catherine J. Vossen; Erik D. Gommer2024
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