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Berrouiguet, Sofian; Barrigón, María Luisa; López-Castromán, Jorge; Courtet, Philippe; Artés-Rodríguez, Antonio; Baca-García, Enrique

Combining mobile-health (mHealth) and artificial intelligence (AI) methods to avoid suicide attempts: the Smartcrises study protocol Journal Article

In: BMC Psychiatry, 19 (277), 2019.

Links | BibTeX | Tags: Data Mining, sensors, Smartphone, Suicide, Wearables


Oquendo, Maria A; Baca-García, Enrique; Artés-Rodríguez, Antonio; Perez-Cruz, Fernando; Galfalvy, H C; Blasco-Fontecilla, Hilario; Madigan, D; Duan, N

Machine Learning and Data Mining: Strategies for Hypothesis Generation Journal Article

In: Molecular psychiatry, 17 (10), pp. 956–959, 2012, ISSN: 1476-5578.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Biological, Data Mining, Humans, Mental Disorders, Mental Disorders: diagnosis, Mental Disorders: therapy, Models


Leiva-Murillo, Jose M; Artés-Rodríguez, Antonio

Maximization of Mutual Information for Supervised Linear Feature Extraction Journal Article

In: IEEE Transactions on Neural Networks, 18 (5), pp. 1433–1441, 2007, ISSN: 1045-9227.

Abstract | Links | BibTeX | Tags: Algorithms, Artificial Intelligence, Automated, component-by-component gradient-ascent method, Computer Simulation, Data Mining, Entropy, Feature extraction, gradient methods, gradient-based entropy, Independent component analysis, Information Storage and Retrieval, information theory, Iron, learning (artificial intelligence), Linear discriminant analysis, Linear Models, Mutual information, Optimization methods, Pattern recognition, Reproducibility of Results, Sensitivity and Specificity, supervised linear feature extraction, Vectors