PSICOLOGÍA EXPERIMENTAL
Departamento
KU Leuven
Lovaina, BélgicaPublicaciones en colaboración con investigadores/as de KU Leuven (16)
2023
2022
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Fronto-parietal homotopy in resting-state functional connectivity predicts task-switching performance
Brain Structure and Function, Vol. 227, Núm. 2, pp. 655-672
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Modeling the Contribution of Genetic Variation to Cognitive Gains Following Training with a Machine Learning Approach
Mind, Brain, and Education, Vol. 16, Núm. 4, pp. 300-317
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Personality and mental health: Factors impacting perceived health risks and protective behaviors during the early COVID-19 quarantine
Cognition, Brain, Behavior. An Interdisciplinary Journal , Vol. 26, Núm. 1, pp. 37-65
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Predicting attribution of letter writing performance in secondary school: A machine learning approach
Frontiers in Education, Vol. 7
2021
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Artificial neural networks in academic performance prediction: Systematic implementation and predictor evaluation
Computers and Education: Artificial Intelligence, Vol. 2
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Physical fitness and brain source localization during a working memory task in children with overweight/obesity: The ActiveBrains project
Developmental Science, Vol. 24, Núm. 3
2020
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Association of sedentary behavior with brain structure and intelligence in children with overweight or obesity: The activebrains project
Journal of Clinical Medicine, Vol. 9, Núm. 4
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Identifying Reliable Predictors of Educational Outcomes Through Machine-Learning Predictive Modeling
Frontiers in Education, Vol. 5
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Predicting key educational outcomes in academic trajectories: a machine-learning approach
Higher Education, Vol. 80, Núm. 5, pp. 875-894
2019
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Individual differences in basic cognitive processes and self-regulated learning: Their interaction effects on math performance
Learning and Individual Differences, Vol. 71, pp. 58-70
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Physical Fitness, Physical Activity, and the Executive Function in Children with Overweight and Obesity
Journal of Pediatrics, Vol. 208, pp. 50-56.e1
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Role of Physical Activity and Sedentary Behavior in the Mental Health of Preschoolers, Children and Adolescents: A Systematic Review and Meta-Analysis
Sports Medicine, Vol. 49, Núm. 9, pp. 1383-1410
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Sedentarism, physical activity, steps, and neurotrophic factors in obese children
Medicine and Science in Sports and Exercise, Vol. 51, Núm. 11, pp. 2325-2333
2014
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Modelling for understanding and for prediction/classification-the power of neural networks in research
Frontline Learning Research, Vol. 2, Núm. 5, pp. 67-81
2013
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Predicting general academic performance and identifying the differential contribution of participating variables using artificial neural networks
Frontline Learning Research, Vol. 1, Núm. 1, pp. 42-71