Analysis of physico-chemical variables and their influence on water quality of the Bogota River using data mining
Gaona-García, Paulo Alonso
Montenegro Marin, Carlos Enrique
González-Crespo, Rubén (1)
Tipo de Ítem:Articulo Revista Indexada
Variation of the flow rate and the concentration of different elements within a flow of water in a river must be important factors for the discovery of patterns of behaviour and predictive in terms of space and time models. Based on this, this article presents data analysis carried out based on a historical compendium of measurements on the Bogota River between the years 2008-2015, given in the results of the campaigns of monitoring provided by the Regional Autonomous Corporation CAR, through the scan tool Weka and data the use of J48 algorithm for the generation of decision trees in order to establish the influence of the physical and chemical variables in the water quality of this source, within a process of identification and interpretation at the environmental level of these factors.
Este ítem aparece en la(s) siguiente(s) colección(es)
Mostrando ítems relacionados por Título, autor o materia.
Hyperparameter Optimization for Image Recognition over an AR-Sandbox Based on Convolutional Neural Networks Applying a Previous Phase of Segmentation by Color-Space Restrepo Rodríguez, Andrés Ovidio; Casas Mateus, Daniel Esteban; Gaona-García, Paulo Alonso; Montenegro-Marín, Carlos; González-Crespo, Rubén (1) (Sysmmetry. Basel, 12/2018)Immersive techniques such as augmented reality through devices such as the AR-Sandbox and deep learning through convolutional neural networks (CNN) provide an environment that is potentially applicable for motor rehabilitation ...
Gaona-García, Paulo Alonso; Montenegro-Marín, Carlos; Gaona-García, Elvis; Gómez-Acosta, Adriana; Hassan-Montero, Yusef; Hassan-Montero, Yusef (1) (International Journal of Interactive Multimedia and Artificial Intelligence, 12/2018)Repositories are important infrastructures which allow the dissemination of large collections of digital resources hosted in museums, libraries, academic institutions or specialized documentation centers. However, there ...
Fuzzy Logic Models for Non-Programmed Decision-Making in Personnel Selection Processes Based on Gamification Albadan, Javier; Gaona, Paulo; Montenegro, Carlos; González-Crespo, Rubén (1); Herrera-Viedma, Enrique (Informática, 2018)Non-programmed decision-making is an activity that requires a number of methods to try to capture the rational behaviour of an aspirant in situations of uncertainty. Thus, there is a varied list of attributes, methods, and ...