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Comparison of bioinspired algorithms applied to cancer database
(Corporación Universidad de la Costa, 2021)
Cancer is not just a disease; it is a set of diseases. Breast cancer is the second most common cancer worldwide after lung cancer, and it represents the most frequent cause of cancer death in women (Thurtle et al. in: PLoS ...
User interface-based in machine learning as tool in the analysis of control loops performance and robustness
(Springer Verlag, 2022)
The monitoring of control loops in industrial processes is of great importance, considering that the correct operation of the productive procedures is related to the control loops that make up the system. Mostly, industrial ...
Electrical consumption patterns through machine learning
(Journal of Physics: Conference Series, 2020)
Electricity distribution companies have been incorporating new technologies that allow them to obtain complete information in real time about their customers´ consumption. Thus, a new concept called "Smart Metering" has ...
Multilayer Perceptron applied to the IOT systems for identification of saline wedge in the Magdalena estuary - Colombia
(2021)
Maritime safety has become a relevant aspect in logistics processes using rivers. In Colombia, specifically in the Caribbean Region, there is the Magdalena River, a body of water that broadly borders the Colombian territory ...
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict
(IOS Press BV, 2023-03-15)
This research explores the potential of supervised machine learning models to support the decision-making process in demobilizing ex-combatants in the peace process in Colombia. Recent works apply machine learning in ...
Retraction: time series decomposition using automatic learning techniques for predictive models
(Corporación Universidad de la Costa, 2020)
This article, and others within this volume, has been retracted by IOP Publishing following clear evidence of plagiarism and citation manipulation. This work was originally published in Spanish (1) and has been translated ...
Thermal conductivity improvement in a green building with Nano insulations using machine learning methods
(Elsevier Ltd., 2023)
In this paper, the energy loss of the green building is optimized based on the thickness and lay-up of the Nano-insulation. As different thicknesses and lay-up of the Nano-insulation have a direct effect on energy consumption ...
Machine learning approach applied to human activity recognition – an application to the VanKasteren dataset
(Corporación Universidad de la Costa, 2021)
Reminders are a core component of many assistive technology systems and are aimed specifically at helping people with dementia function more independently by compensating for cognitive deficits. These technologies are often ...
An application of machine learning to estimate and evaluate the energy consumption in an office room
(MDPI AG, 2023-01-16)
There are no exact criteria for the architecture of openings and windows in office buildings in order to optimize energy consumption. Due to the physical limitations of this renewable energy source and the lack of conscious ...
Use of the industrial property system in Colombia (2018): A supervised learning application
(Corporación Universidad de la Costa, 2020-06-22)
The purpose of this paper is to establish ways to predict the spatial distribution of the use of the intellectual property system from information on industrial property applications and grants (distinctive signs and new ...