Browsing by Author "Mendoza Palechor, Fabio"
Now showing items 1-11 of 11
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Association rules implementation for affinity analysis between elements composing multimedia objects
Mendoza Palechor, Fabio; Carrascal Oviedo, Ana; De la Hoz, Emiro (Journal of Theoretical and Applied Information Technology, 2019-03-31)The multimedia objects are a constantly growing resource in the world wide web, consequently it has generated as a necessity the design of methods and tools that allow to obtain new knowledge from the information analyzed. ... -
CBT system (Computer Based Training) of the Aircraft a-37b, used in the earth course of the combat air command No. 3 (CAMCOM-3) of the Colombian Air Force (FAC)
Morales Ortega, Roberto; Ariza Colpas, Paola Patricia; Piñeres-Melo, Marlon; caicedo ortiz, jose antonio; Ayala-Mantilla, Cristian; Peluffo-Martínez, Gabriel; Mendoza Palechor, Fabio; combita, harold; Diaz Martinez, Jorge Luis (Journal of Theoretical and Applied Information Technology, 2020-02-15)This article shows the implementation of an integrated and updated education system in the Combat Air Command No.3 as a school of the A-37B team, to give theoretical and virtual practice instruction optimizing strategic ... -
Classification and features selection method for obesity level prediction
Molina Estren, Diego; De la Hoz Manotas, Alexis Kevin; Mendoza Palechor, Fabio (2021-06-15)Obesity has become one of the world’s largest health issues, rich and poor countries, without exception, have each year larger populations with this condition. Obesity and overweight are defined as abnormal or excessive fat ... -
Dataset for estimation of obesity levels based on eating habits and physical condition in individuals from Colombia, Peru and Mexico
Mendoza Palechor, Fabio; de la Hoz Manotas, Alexis (Data in Brief, 2019-08)This paper presents data for the estimation of obesity levels in individuals from the countries of Mexico, Peru and Colombia, based on their eating habits and physical condition. The data contains 17 attributes and 2111 ... -
Deep learning of robust representations for multi-instance and multi-label image classification
Silva, Jesús; Varela Izquierdo, Noel; Mendoza Palechor, Fabio; Pineda, Omar (Corporación Universidad de la Costa, 2020)In multi-instance problems (MIL), an arbitrary number of instances is associated with a class label. Therefore, the labeling of training data becomes simpler (since it is done together, instead of individually) with the ... -
Feature selection, learning metrics and dimension reduction in training and classification processes in intrusion detection systems
Mendoza Palechor, Fabio; De la Hoz Manotas, Alexis Kevin; De-La-Hoz-Franco, Emiro; Ariza Colpas, Paola Patricia (Journal of Theoretical and Applied Information Technology, 2015-12-20)This research presents an IDS prototype in Matlab that assess network traffic connections contained in the NSL-KDD dataset, comparing feature selection techniques available in FEAST toolbox, refining prior results applying ... -
Method based on data mining techniques for breast cancer recurrence analysis
Morales Ortega, Roberto; Lozano-Bernal, German; Ariza Colpas, Paola Patricia; ARRIETA RODRIGUEZ, EUGENIA LUZ; Ospino Mendoza, Elisa; caicedo ortiz, jose antonio; Piñeres-Melo, Marlon Alberto; Mendoza Palechor, Fabio; Roca-Vides, Margarita (Corporación Universidad de la Costa, 2020)Cancer is a constantly evolving disease, which affects a large number of people worldwide. Great efforts have been made at the research level for the development of tools based on data mining techniques that allow to detect ... -
Modelo para la predicción de la deserción de estudiantes de pregrado, basado en técnicas de minería de datos
Camargo García, Aníbal José (Corporación Universidad de la CostaMaestría en Ingeniería, 2020)The main objective of this research project is to create a model for the prediction of undergraduate student desertion at the Universidad de la Costa - CUC, based on the analysis of different socioeconomic and academic ... -
Obesity level estimation software based on decision trees
De-La-Hoz-Correa, Eduardo; Mendoza Palechor, Fabio; De-La-Hoz-Manotas, Alexis; Morales Ortega, Roberto; Sánchez Hernández, Adriana Beatriz (Universidad de la Costa, 2019-04-15)Obesity has become a global epidemic that has doubled since 1980, with serious consequences for health in children, teenagers and adults. Obesity is a problem has been growing steadily and that is why every day appear new ... -
RDF query and protocols language using for description and representation of web ontologies
Piñeres-Melo, Marlon; Ariza Colpas, Paola Patricia; Morales Ortega, Roberto; Ayala-Mantilla, Cristian; Peluffo-Martínez, Gabriel; Mendoza Palechor, Fabio; combita, harold; Herrera Tapias, Beliña; Díaz Martínez, Jorge (Journal of Theoretical and Applied Information Technology, 2020-02-29)The purpose of this article is to expose the metadata structure based on RDF (Resource Description Framework) and the way in which queries can be made using SPARQL (Protocol and RDF Query Language), as a principle for ... -
The use of computational techniques to improve compliance to reminders within smart environments – Phase 3
Neira Rodado, Dionicio; Ortiz, Miguel Angel; Sanchez-Comas, Andres; De-La-Hoz-Franco, Emiro; Mendoza Palechor, Fabio; Mendoza Palechor; Comas Gonzalez, Zhoe; De La Hoz Escorcia, Sandra (Corporación Universidad de la Costa, 2020)The aim of REMIND is to create an International and Intersectoral network to facilitate the exchange of staff to progress developments in reminding technologies for persons with dementia that can be deployed in smart ...