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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, ...
Taxonomy and tendencies in sustainable finance: A comprehensive literature analysis
(Frontiers in Environmental Science, 2022)
This study identifies the trends in the literature related to Sustainable Finance by means of an exhaustive literature review and a bibliometric analysis of publications taken from the Web of Science database (WoS). A ...
Tackling Verification and Validation Techniques to Evaluate Cyber Situational Awareness Capabilities
(Mathematics, 2022)
Since cyberspace was identified as a domain of operations, defence practitioners started a race with academy, researchers, and industry and military organizations working together towards defining related lines of capability ...
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 ...
Entendiendo la brecha pedagógica entre la investigación educativa y la realidad del profesorado: un análisis de las barreras y propuestas
(Educación XX1, 2022)
Al contrario que en otras áreas del conocimiento en las cuales la investigación es sinónimo de progreso, en el ámbito educativo la investigación no se acaba de concebir como un pilar esencial que permite mejorar la práctica ...
Restoring the buyer–seller relationship through online return shipping: The role of return shipping method and return shipping fee
(Electronic Commerce Research and Applications, 2022-07)
Relationships with consumers are critical to the success of online sellers. Online returns can detrimentally influence buyer–seller relationships and, thus, online sellers should carefully approach online returns to restore ...
Application of Herglotz's variational principle to electromagnetic systems with dissipation
(International Journal of Geometric Methods in Modern Physics, 2022)
This work applies the contact formalism of classical mechanics and classical field theory, introduced by Herglotz and later developed in the context of contact geometry, to describe electromagnetic systems with dissipation. ...
Advanced Clustering Techniques for Emotional Grouping in Learning Environments Using an AR-Sandbox
(International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2022)
Recently, it has been proven that the emotional aspect directly influences the learning process, so that, based on data mining techniques, this behavior has been sought to be characterized. This has made clustering techniques ...