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computer science, artificial intelligence (9) 9
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education (6) 6
feature selection (6) 6
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first year at the university (2) 2
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markov games (2) 2
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outliers (2) 2
papillomavirus infections - prevention & control (2) 2
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Neurocomputing, ISSN 0925-2312, 02/2013, Volume 102, pp. 111 - 124
In the context of feature selection, there is a trade-off between the number of selected features and the generalisation error. Two plots may help to summarise... 
Regression | Feature selection | Extreme learning machines | Regularisation | MUTUAL INFORMATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Learning | Trains | Presses | Errors | Tradeoffs | Feature extraction | Statistics | Standards
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 12/2016, Volume 46, Issue 12, pp. 3351 - 3363
Journal Article
Neurocomputing, ISSN 0925-2312, 07/2013, Volume 112, pp. 64 - 78
Mutual information is a widely used performance criterion for filter feature selection. However, despite its popularity and its appealing properties, mutual... 
Classification | Criteria | Empirical analysis | Heuristic
Journal Article
Neurocomputing, ISSN 0925-2312, 05/2019, Volume 342, pp. 83 - 96
Interpreting nonlinear dimensionality reduction models using external features (or external variables) is crucial in many fields, such as psychology and... 
Dimensionality reduction | Lasso regularization | Multi-view | Sparsity | Interpretability | Multidimensional scaling | Orthogonal transformation | REGRESSION | PROJECTION | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Analysis | Methods
Journal Article
Journal of the Neurological Sciences, ISSN 0022-510X, 2016, Volume 363, pp. 69 - 76
Journal Article
Neurocomputing, ISSN 0925-2312, 07/2013, Volume 112, pp. 64 - 78
Mutual information is a widely used performance criterion for filter feature selection. However, despite its popularity and its appealing properties, mutual... 
Probability of misclassification | Feature selection | Mutual information | Classification | Hellman–Raviv and Fano bounds | Hellman-Raviv and Fano bounds | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Neural Networks, ISSN 0893-6080, 12/2013, Volume 48, pp. 1 - 7
Feature selection is an important preprocessing step for many high-dimensional regression problems. One of the most common strategies is to select a relevant... 
MAE | Regression | Feature selection | Mutual information | MSE | VARIABLES | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Regression Analysis | Algorithms | Image Processing, Computer-Assisted | Artificial Intelligence | Signal-To-Noise Ratio | Information Storage and Retrieval | Entropy | Informatics | Normal Distribution | Neural Networks (Computer)
Journal Article
Neural Networks, ISSN 0893-6080, 02/2014, Volume 50, pp. 124 - 141
Journal Article
Journal of Internal Medicine, ISSN 0954-6820, 04/2014, Volume 275, Issue 4, pp. 398 - 408
Objectives The aim of this study was to investigate whether the quadrivalent human papillomavirus (HPV) vaccine Gardasil is associated with a change in the... 
vaccine safety | autoimmune disorders | human papillomavirus vaccine | systematic case–control study | human papillomavirus | vaccination | Vaccine safety | Human papillomavirus | Systematic case-control study | Human papillomavirus vaccine | Autoimmune disorders | Vaccination | SYSTEMIC-LUPUS-ERYTHEMATOSUS | IMMUNE THROMBOCYTOPENIC PURPURA | systematic case-control study | GUILLAIN-BARRE-SYNDROME | CHILDREN | IMMUNIZATION | MEDICINE, GENERAL & INTERNAL | MULTIPLE-SCLEROSIS | DATABASE | SURVEILLANCE | INFLUENZA VACCINATION | DIAGNOSTIC-CRITERIA | Autoimmune Diseases - epidemiology | France - epidemiology | Humans | Mass Vaccination - statistics & numerical data | Risk Factors | Autoimmune Diseases - immunology | Autoimmune Diseases - etiology | Case-Control Studies | Human Papillomavirus Recombinant Vaccine Quadrivalent, Types 6, 11, 16, 18 | Incidence | Alphapapillomavirus | Young Adult | Connective Tissue Diseases - immunology | Papillomavirus Infections - prevention & control | Purpura, Thrombocytopenic, Idiopathic - immunology | Adolescent | Multiple Sclerosis - immunology | Papillomavirus Infections - immunology | Papillomavirus Vaccines - adverse effects | Adult | Female | Diabetes Mellitus, Type 1 - immunology | Papillomavirus Vaccines - administration & dosage | Papillomaviruses | AIDS vaccines | Guillain-Barre syndrome | Type 1 diabetes | Analysis | Oral contraceptives | Life Sciences
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 03/2014, Volume 71, pp. 832 - 848
A way to achieve feature selection for classification problems polluted by label noise is proposed. The performances of traditional feature selection... 
Entropy estimation | Feature selection | Label noise | Mutual information | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | GENE-EXPRESSION | CLASSIFICATION | STATISTICS & PROBABILITY | TRAINING SAMPLES | Analysis | Algorithms
Journal Article
Revue Neurologique, ISSN 0035-3787, 04/2019, Volume 175, pp. S85 - S86
Les TOM sont fréquents dans la Sclérose en Plaques (SEP), mais leurs types, leurs sévérités et leurs liens avec la topographie des lésions à l’IRM sont peu... 
Troubles oculomoteurs | IRM | Sclérose en Plaques
Journal Article
Revue Neurologique, ISSN 0035-3787, 04/2019, Volume 175, pp. S83 - S84
La reconnaissance des émotions faciales est déficitaire dans la Sclérose en Plaques (SEP) dans ses formes cliniquement définies : rémittente-récurrente (RR),... 
Sclérose en Plaques | Eye-tracking | Emotions faciales
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2019, Volume 11507, pp. 579 - 590
Conference Proceeding
Neurocomputing, ISSN 0925-2312, 07/2015, Volume 160, pp. 1 - 2
Journal Article
Psychologica Belgica, ISSN 0033-2879, 2018, Volume 58, Issue 1, pp. 67 - 90
First year experience in higher education has been extensively investigated in the literature. Yet, two limitations can be identified out of the literature.... 
First year at the university | Transition | Academic achievement | Higher education | Motivation | SUCCESS | academic achievement | SELF-DETERMINATION | EFFICACY | PERSISTENCE | motivation | ACADEMIC-PERFORMANCE | higher education | HIGHER-EDUCATION | transition | first year at the university | ACHIEVEMENT | PSYCHOLOGY, MULTIDISCIPLINARY | COLLEGE | ENGAGEMENT
Journal Article
Learning and Individual Differences, ISSN 1041-6080, 07/2018, Volume 65, pp. 100 - 111
Based on self-determination theory, a few studies have identified competence satisfaction as a major determinant of doctoral persistence. However, these... 
Self-determination theory | Supervisor support | Need satisfaction | Short scales | Doctoral persistence | SCHOOL | HIGHER-EDUCATION | PSYCHOLOGICAL NEEDS | MOTIVATION | DROPOUT | PSYCHOLOGY, EDUCATIONAL | STUDENTS | AUTONOMY SUPPORT | THEORETICAL PERSPECTIVE | SOCIALIZATION | Psychological research
Journal Article