ListarArtículos científicos por tema "HAR"
Mostrando ítems 1-5 de 5
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Determination of the most relevant features to improve the performance of RF classifier in human activity recognition
(Springer International Publishing, 2021-09-17)The impact that neurodegenerative diseases have in our society, have made human activity recognition (HAR) arise as a relevant field of study. The quality of life of people with such conditions, can be significantly improved ... -
Evaluating the impact of a two-stage multivariate data cleansing approach to improve to the performance of machine learning classifiers: a case study in human activity recognition
(Corporación Universidad de la Costa, 2020)Human activity recognition (HAR) is a popular field of study. The outcomes of the projects in this area have the potential to impact on the quality of life of people with conditions such as dementia. HAR is focused primarily ... -
Machine learning applied to datasets of human activity recognition: data analysis in health care
(Bentham Science Publishers B.V.United Arab Emirates, 2022)Background: In order to remain active and productive, older adults with poor health require a combination of advanced methods of visual monitoring, optimization, pattern recognition, and learning, which provide safe and ... -
Predictive model for the identification of activities of daily living (ADL) in indoor environments using classification techniques based on Machine Learning
(Corporación Universidad de la Costa, 2021)AI-based techniques have included countless applications within the engineering field. These range from the automation of important procedures in Industry and companies, to the field of Process Control. Smart Home (SH) ... -
Semi-supervised adaptive method for human activities recognition (HAR)
(Springer, ChamSwitzerland, 2022)Using sensors and mobile devices integrated with hardware and software tools for Human Recognition Activities (HAR), is a growing scientific field, the analysis based on this information have promising benefits to detect ...