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CompareML: A Novel Approach to Supporting Preliminary Data Analysis Decision Making
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
There are a large number of machine learning algorithms as well as a wide range of libraries and services that allow one to create predictive models. With machine learning and artificial intelligence playing a major role ...
ERBM-SE: Extended Restricted Boltzmann Machine for Multi-Objective Single-Channel Speech Enhancement
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
Machine learning-based supervised single-channel speech enhancement has achieved considerable research interest over conventional approaches. In this paper, an extended Restricted Boltzmann Machine (RBM) is proposed for ...
Towards the Grade’s Prediction. A Study of Different Machine Learning Approaches to Predict Grades from Student Interaction Data
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
There is currently an open problem within the field of Artificial Intelligence applied to the educational field, which is the prediction of students’ grades. This problem aims to predict early school failure and dropout, ...
Electromiographic Signal Processing Using Embedded Artificial Intelligence: An Adaptive Filtering Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
In recent times, Artificial Intelligence (AI) has become ubiquitous in technological fields, mainly due to its ability to perform computations in distributed systems or the cloud. Nevertheless, for some applications -as ...
Optimizing Fast Fourier Transform (FFT) Image Compression using Intelligent Water Drop (IWD) Algorithm
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-12)
Digital image compression is the technique in digital image processing where special attention is provided in decreasing the number of bits required to represent a digital image. A wide range of techniques have been developed ...
Alta capacidad intelectual desde la neuroimagen y la pedagogía diferencial. ¿Hablamos de lo mismo?
(Revista Española de Pedagogía, 2022)
El avance en las técnicas de neuroimagen ha supuesto una poderosa herramienta para estudiar las diferencias en la eficiencia cognitiva de niños y adolescentes. Sin embargo, tradicionalmente estos estudios han utilizado el ...
Percepción del estilo parental y calidad de vida relacionada con la salud entre adolescentes
(Revista Española de Pedagogía, 2022)
La interacción entre la calidad de vida relacionada con la salud y los estilos parentales puede dar lugar a percepciones que influyen sobre el comportamiento de los adolescentes. Se considera que puede afectar a elementos ...