Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education

• Other Authors: Lacave, Carmen (Editor), Molina, Ana Isabel (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Research & information: general; Mathematics & science; Alzheimer's disease; dementia; functional data analysis; functional depth; statistical data depth; symmetry; elemental information matrix; gamma distribution; poisson distribution; D-optimization; misspecification; machine learning; modeling; programming; text analysis; remote rehabilitation; recommender system; stroke; fuzzy logic; telemedicine; collaborative learning; collaborative work; genetic algorithms; group formation; personality traits; computer-supported cooperative learning; non-parametric statistics; predictive methods; supervised classification; random methods; after-school exercise; academic performance; structural relationship; quantile regression; instrumental variable quantile regression; vitamin D; decision making; anthropometric parameters; optimal experimental design; bioimpedance; impedance spectroscopy; algorithm; competency-based model; didactic planning; ontology; natural language processing; Bloom's taxonomy; retina; fundus image; retinal vasculature; retinal disorders; semantic segmentation; learning behavior; student performance prediction; deep neural network (DNN); recurrent neural network (RNN); educational data mining (EDM); probabilistic graphical models; bayesian networks; value-based potentials; approximate inference; medical applications; electrocardiogram signal; discriminative convolutional sparse coding; dictionary filter learning; linear SVM; student dropout; Feature Selection; Artificial Neural Networks; Support Vector Machines; decision trees; logistic regression; ECG; mental fatigue; signal analysis; classification; OpenMarkov; Bayesian Networks; d-separation; inference; Learning Bayesian Networks; continuous assessment; Bayesian networks; artificial neural networks; influenza-like illness; COVID-19; Arabic sentiment analysis; disease classification; Facebook; Algerian dialect; mobile computing; dual tasking; cognitive decline; human motion tracking; gait analysis; n/a
• Online Access: DOAB: download the publication; DOAB: description of the publication

The present reprint contains all of the articles accepted and published in the Special Issue " Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education" from the MDPI journal Mathematics. This Special Issue aims to develop more efficient and...