sample of publications

• articles 

  • Adherence, frequency, and long-term follow-up of video game-based treatments in patients with attention-deficit/hyperactivity disorder: A systematic review.  Brain and Behavior.  13. 2023
  • The electronic mental wellness tool as a self-administered brief screening instrument for mental disorders in the general Spanish population during the post-COVID-19 era.  International Journal of Environmental Research and Public Health.  20. 2023
  • Marginal likelihood computation for model selection and hypothesis testing: an extensive review.  SIAM REVIEW.  65:3-58. 2023
  • On the safe use of prior densities for Bayesian model selection.  Wiley Interdisciplinary Reviews: Computational Statistics.  15:1-29. 2023
  • MCMC-driven importance samplers.  APPLIED MATHEMATICAL MODELLING.  111:310-331. 2022
  • A generalized linear joint trained framework for semi-supervised learning of sparse features.  Mathematics.  10:1-18. 2022
  • Attention deficit hyperactivity disorder assessment based on patient behavior exhibited in a car video game: A pilot study.  Brain Sciences.  12:1-13. 2022
  • Developing serious video games to treat attention deficit hyperactivity disorder: Tutorial guide.  JMIR Serious Games.  10:1-10. 2022
  • Automatic Personality Assessment through Movement Analysis.  SENSORS.  20:3949-3960. 2022
  • Optimality in noisy importance sampling.  SIGNAL PROCESSING.  194:1-7. 2022
  • cat.dt: An R package for fast construction of accurate Computerized Adaptive Tests using Decision Trees.  R Journal.  13:123-134. 2021
  • Deep importance sampling based on regression for model inversion and emulation.  DIGITAL SIGNAL PROCESSING.  116:1-22. 2021
  • Impact of ADHD symptoms on family functioning, family burden and parents' quality of life in a hospital area in Spain.  EUROPEAN JOURNAL OF PSYCHIATRY.  35:166-172. 2021
  • Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach.  Frontiers in Computational Neuroscience.  15:1-8. 2021
  • Improving the Teaching of Hypothesis Testing Using a Divide-and-Conquer Strategy and Content Exposure Control in a Gamified Environment.  Mathematics.  8:2244. 2020
  • Adaptive quadrature schemes for bayesian inference via active learning.  IEEE Access.  8:208462-208483. 2020
  • Objective assessment of Attention-Deficit Hyperactivity Disorder (ADHD) using an infinite runner-based computer game: A pilot study.  Brain Sciences.  10:1-10. 2020
  • A probabilistic patient scheduling model for reducing the number of no-shows.  JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY.  71:1102-1112. 2020
  • Multi-machine preventive maintenance scheduling with imperfect interventions: A restless bandit approach.  COMPUTERS & OPERATIONS RESEARCH.  119:104927-1-104927-15. 2020
  • Patient No-Show Prediction: A Systematic Literature Review.  Entropy.  22:1-19. 2020
  • Video games for the assessment and treatment of attention-deficit/hyperactivity disorder: a systematic review.  EUROPEAN CHILD & ADOLESCENT PSYCHIATRY.  1-16. 2020
  • Feasibility of a Virtual reality-based psychoeducational tool (VRight) for depressive patients.  Cyberpsychology, Behavior, and Social Networking.  23:246-252. 2020
  • Merged Tree-CAT: A fast method for building precise computerized adaptive tests based on decision trees.  EXPERT SYSTEMS WITH APPLICATIONS.  143:1-7. 2020
  • A probabilistic patient scheduling model with time variable slots.  Computational and Mathematical Methods in Medicine (discontinued).  2020. 2020
  • Parallel Metropolis-Hastings Coupler.  IEEE SIGNAL PROCESSING LETTERS.  26:953-957. 2019
  • Computerized adaptive test and decision trees: A unifying approach.  EXPERT SYSTEMS WITH APPLICATIONS.  117:358-366. 2019
  • Spanish adaptation of the Dimensional Anhedonia Rating Scale (DARS).  JOURNAL OF AFFECTIVE DISORDERS.  245:702-707. 2019
  • Evaluating attention-deficit/hyperactivity disorder using ecological momentary assessment: a systematic review.  ADHD Attention Deficit and Hyperactivity Disorders.  10:247-265. 2018
  • WHODAS 2.0 as a measure of severity of illness: results of a FLDA Analysis.  Computational and Mathematical Methods in Medicine (discontinued).  1-7. 2018
  • Cournot-Stackelberg games in competitive delocation.  ANNALS OF OPERATIONS RESEARCH.  256:149-170. 2017
  • Comparative study of pencil-and-paper and electronic formats of GHQ-12, WHO-5 and PHQ-9 questionnaires.  Revista de Psiquiatria y Salud Mental.  10. 2017
  • A One-Sample per Individual Face Recognition Algorithm Based on Multiple One-Dimensional Projection Lines.  INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE.  31. 2017
  • Computerized adaptive tests: A decision tree approach. Reply to "Einstein, measurement, and prediction" by Gibbons et al..  JOURNAL OF AFFECTIVE DISORDERS.  212:46-47. 2017
  • Microsoft Kinect-based Continuous Performance Test: An Objective Attention Deficit Hyperactivity Disorder Assessment.  JOURNAL OF MEDICAL INTERNET RESEARCH.  19:1-8. 2017
  • User profiles of an electronic mental health tool for ecological momentary assessment: MEmind.  INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH.  26:1-9. 2017
  • Ecological assessment of clinicians antipsychotic prescription habits in psychiatric inpatients: a novel web-and Mobile Phone-based prototype for a dynamic clinical decision support system.  JOURNAL OF MEDICAL INTERNET RESEARCH.  19:1-9. 2017
  • Computerized Adaptive Test vs. decision trees: Development of a support decision system to identify suicidal behavior.  JOURNAL OF AFFECTIVE DISORDERS.  206:204-209. 2016
  • Improving impulsivity assessment using movement recognition: A pilot study.  Behavior Research Methods.  48:1575-1579. 2016
  • The stochastic capacitated branch restructuring problem.  ANNALS OF OPERATIONS RESEARCH.  246:77-100. 2016
  • Short Personality and Life Event scale for detection of suicide attempters.  Revista de Psiquiatria y Salud Mental.  8:199-206. 2015
  • Restructuring bank networks after mergers and acquisitions: A capacitated delocation model for closing and resizing branches.  COMPUTERS & OPERATIONS RESEARCH.  62:316-324. 2015
  • Fast training procedure for Viola-Jones type object detectors using Laplacian clutter models.  PATTERN ANALYSIS AND APPLICATIONS.  17:441-449. 2014
  • Gaussian weak classifiers based on co-occurring Haar-like features for face detection.  PATTERN ANALYSIS AND APPLICATIONS.  17:431-439. 2014
  • Psychometrical assessment and item analysis of the General Health Questionnaire in victims of terrorism.  PSYCHOLOGICAL ASSESSMENT.  25:279-287. 2013
  • Combining scales to assess suicide risk.  JOURNAL OF PSYCHIATRIC RESEARCH.  46:1272-1277. 2012
  • Suicide attempters classification: Toward predictive models of suicidal behavior.  NEUROCOMPUTING.  92:3-8. 2012
  • An Experimental Evaluation of Three Classifiers for Use in Self-Updating Face Recognition Systems.  IEEE Transactions on Information Forensics and Security.  7:932-943. 2012
  • Age of first suicide attempt in men and women: an admixture analysis.  Scientific World Journal, The.  2012:1-9. 2012
  • Can the Holmes-Rahe Social Readjustment Rating Scale (SRRS) be used as a suicide risk scale? : an exploratory study.  ARCHIVES OF SUICIDE RESEARCH.  16:13-28. 2012
  • Automatic detection of basal cell carcinoma using telangiectasia analysis in dermoscopy skin lesion images.  SKIN RESEARCH AND TECHNOLOGY.  17:278-287. 2011
  • Improving the accuracy of suicide attempter classification.  Artificial Intelligence in Medicine.  52:165-168. 2011
  • Improving Sale Performance Prediction using Support Vector Machines.  EXPERT SYSTEMS WITH APPLICATIONS.  38:5129-5132. 2011
  • Individual Identification using Personality Traits.  JOURNAL OF NETWORK AND COMPUTER APPLICATIONS.  33:293-299. 2010
  • Differences in Maternal and Paternal Age between Schizophrenia and other Psychiatric Disorders.  Schizophrenia Research.  116:184-190. 2010
  • Haar-Like features with Optimally Weighted Rectangles for Rapid Object Detection.  PATTERN RECOGNITION.  43:160-172. 2010
  • Similarity-based Fisherfaces.  PATTERN RECOGNITION LETTERS.  30:1110-1116. 2009

• conference contributions 

  • Safe importance sampling based on partial posteriors and neural variational approximations.  2021-2025. 2022
  • A Nearest Neighbors Quadrature for Posterior Approximation via Adaptive Sequential Design.  301-305. 2021
  • On the computation of marginal likelihood via mcmc for model selection and hypothesis testing.  2373-2377. 2021
  • Probabilistic Scheduling Model for Reduction of No-Showns in Psychiatric 2015
  • The stochastic capacitated branch restructuring problem 2014
  • A stochastic mixed 0-1 formulation for the capacitated bank network restructuring model 2013
  • A stochastic mixed 0-1 formulation for the capacitated branch restructuring model 2013
  • A stochastic mixed 0-1 model for the capacitated branch restructuring problem with uncertanty 2013
  • Some index policies for stochastic machine maintenance problems with imperfect maintenance and performance shocks 2013
  • Delocation Models for Closing and Resizing Redundant Branches during Bank Restructuring 2012
  • Some Index Policies for Stochastic Machine Maintenance Problems with Imperfect Maintenance and Performance Shocks 2012
  • Classifying Women as Suicide Attempters by Life Events 2011
  • Sparse Similarity-Based Fisherfaces.  69-78. 2011

• working papers 

  • Adaptive posterior distributions for covariance matrix learning in Bayesian inversion problems for multioutput signals 2023
  • Adaptive quadrature schemes for Bayesian inference via active learning 2020