RAFAEL
MARTINEZ TOMAS
Catedrático de Universidad
Publications (56) RAFAEL MARTINEZ TOMAS publications
2024
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Bayesian Network Structures for Early Diagnosis of MCI Using Semantic Fluency Tests
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Designing an effective semantic fluency test for early MCI diagnosis with machine learning
Computers in Biology and Medicine, Vol. 180
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Self-Learning Robot Autonomous Navigation with Deep Reinforcement Learning Techniques
Applied Sciences (Switzerland), Vol. 14, Núm. 1
2023
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A Knowledge Graph Framework for Dementia Research Data
Applied Sciences (Switzerland), Vol. 13, Núm. 18
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Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
Information Fusion, Vol. 100
2022
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A Comparison of Feature-based Classifiers and Transfer Learning Approaches for Cognitive Impairment Recognition in Language
Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 426-435
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Automatic Scoring of Rey-Osterrieth Complex Figure Test Using Recursive Cortical Networks
Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 455-463
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Automatic Scoring of Rey-Osterrieth Complex Figure Test Using Recursive Cortical Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evaluating Imputation Methods for Missing Data in a MCI Dataset
Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 446-454
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Evaluating Imputation Methods for Missing Data in a MCI Dataset
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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IWINAC'2019: Intelligent systems for cognitive training and assessment
Expert Systems
2021
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An overview of graph databases and their applications in the biomedical domain
Database, Vol. 2021
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Integrative Base Ontology for the Research Analysis of Alzheimer’s Disease-Related Mild Cognitive Impairment
Frontiers in Neuroinformatics, Vol. 15
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Q-CHAT-NAO: A robotic approach to autism screening in toddlers
Journal of Biomedical Informatics, Vol. 118
2020
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Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Neurocomputing, Vol. 410, pp. 237-270
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Iwinac 2017: Assistive intelligence for the elderly
Expert Systems
2019
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Ontologies for Early Detection of the Alzheimer Disease and Other Neurodegenerative Diseases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Ontologies for early detection of the alzheimer disease and other neurodegenerative diseases
Understanding the Brain Function and Emotions: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019 Almería, Spain, June 3–7, 2019 Proceedings, Part I (Springer Suiza), pp. 42-50
2018
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Hacia un indicador temprano de deterioro cognitivo válido como herramienta de screening
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2017
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Extending XNAT platform with an incremental semantic framework
Frontiers in Neuroinformatics, Vol. 11