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Universidad de la Costa, CUC. Calle 58 # 55 - 66. Barranquilla, Colombia. 336 22 00. repositorioredicuc@cuc.edu.co. Corporación Universidad de la Costa.

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Integration of Data Mining Classification Techniques and Ensemble Learning for Predicting the Type of Breast Cancer Recurrence 

Silva, Jesús; Pineda Lezama, Omar Bonerge; Varela, Noel; Adriana Borrero, Luz (International Conference on Green, Pervasive, and Cloud Computing, 2019-04-27)
Conservative surgery plus radiotherapy is an alternative to radical mastectomy in the early stages of breast cancer, presenting equivalent survival rates. Data mining facilitates to manage the data and provide the useful ...
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Intelligent and Distributed Data Warehouse for Student’s Academic Performance Analysis 

Silva, Jesús; Hernández, Lissette; Varela, Noel; Pineda Lezama, Omar Bonerge; Tafur Cabrera, Jorge; Lucena León Castro, Bellanith Ruth; Redondo Bilbao, Osman; Pérez Coronel, Leidy (International Symposium on Neural Networks, 2019-06-26)
In the academic world, a large amount of data is handled each day, ranging from student’s assessments to their socio-economic data. In order to analyze this historical information, an interesting alternative is to implement ...
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Multi-dimension Tensor Factorization Collaborative Filtering Recommendation for Academic Profiles 

Silva, Jesús; Varela, Noel; Pineda Lezama, Omar Bonerge; Hernández-P, Hugo; Martínez Ventura, Jairo; de la Hoz, Boris; Pérez Coronel, Leidy (International Symposium on Neural Networks, 2019-06-26)
The choice of academic itineraries and/or optional subjects to attend is not usually an easy decision since, in most cases, students lack the information, maturity, and knowledge required to make right decisions. This paper ...
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An Early Warning Method for Basic Commodities Price Based on Artificial Neural Networks 

Silva, Jesús; Varela, Noel; Martínez Caraballo, Hugo; García Guiliany, Jesús; Cabas Vásquez, Luis Carlos; Navarro Beltrán, Jorge; León Castro, Nadia (International Symposium on Neural Networks, 2019-06-26)
The prices of products belonging to the basic family basket are an important component in the income of producers and consumer spending; its excessive variations constitute a source of uncertainty and risk that affects ...
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The Goal Programming as a Tool for Measuring the Sustainability of Agricultural Production Chains of Rice 

Silva, Jesús; Varela, Noel; Pineda Lezama, Omar Bonerge; Martínez Sierra, David; Molina Romero, Jainer Enrique; Virviescas Peña, John Anderson; Munera Ramirez, Rubén Dario (International Symposium on Neural Networks, 2019-06-26)
Agricultural activity is characterized by an intensive use of capital and a considerable dependence on external financing. Access to credit is often limited by the scarcity of resources and lack of guarantees, seriously ...
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U-Control Chart Based Differential Evolution Clustering for Determining the Number of Cluster in k-Means 

Silva, Jesús; Pineda Lezama, Omar Bonerge; Varela, Noel; García Guiliany, Jesús; Steffens Sanabria, Ernesto; Sánchez Otero, Madelin; Álvarez Rojas, Vladimir (International Conference on Green, Pervasive, and Cloud Computing, 2019-04-27)
The automatic clustering differential evolution (ACDE) is one of the clustering methods that are able to determine the cluster number automatically. However, ACDE still makes use of the manual strategy to determine k ...
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Integration of data mining classification techniques and ensemble learning for predicting the export potential of a company 

Silva, Jesus; Romero Borré, Jenny; Piñeres Castillo, Aurora Patricia; Castro, Ligia; Varela, Noel (Procedia Computer Science, 2019)
In this research, data mining techniques are integrated with Ensemble Learning for predicting the export potential of a company. The analysis covers the stages of measurement, evaluation and classification of companies, ...
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Approach for the classification of polliniferous vegetation using multispectral imaging and neural networks 

Silva, Jesus; Varela, Noel; Díaz-Martinez, Jorge L.; Jiménez-Cabas, Javier; Pineda Lezama, Omar Bonerge (Corporación Universidad de la Costa, 2020)
Beekeeping has suffered a serious deterioration in the regions of the world. The possibility of nectar-polliniferous resources has decreased and, therefore, the feeding of bees, with the consequent decrease in production. ...
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Determination of contents based on learning styles through artificial intelligence 

Silva, Jesus; Hernandez, Lissette; Romero, Jenny; Varela, Noel; Hernández Palma, Hugo Gaspar; ORELLANO LLINAS, NATALY; Florez, Yasmin; Vargas Mercado, Carlos (Universidad de la Costa, 2020-03-05)
The study presents the development of a platform for structuring adaptive courses based on active, reflexive, theoretical and pragmatic learning styles using artificial intelligence techniques. To this end, the following ...
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Data sciences and teaching methods—learning 

Silva, Jesus; Portillo, Rafael; Hernandez, Ana Emilia; Varela, Noel; Martinez Caraballo, Hugo; Hernández Palma, Hugo Gaspar; Redondo Bilbao, Osman; Leon Castro, Nadia (Universidad de la Costa, 2020-03-05)
Data Science (DS) is an interdisciplinary field responsible for extracting knowledge from the data. This discipline is particularly complex in the face of Big Data: large volumes of data make it difficult to store, process ...
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Varela, Noel (41)
Pineda Lezama, Omar Bonerge (22)Silva, Jesús (14)will be generated::orcid::0000-0002-3873-0530 (8)will be generated::orcid::0000-0003-2673-6350 (8)Silva, Jesus (7)Niebles Núñez, William (5)Redondo Bilbao, Osman (5)Viloria, Amelec (5)Ovallos-Gazabon, David (4)... View MoreSubjectBig Data (3)Neural networks (3)Big data (2)Deep learning (2)Machine learning (2)Multilayer perceptron (2)Predictive models (2)Simulation (2)Time series (2)WSN (2)... View MoreDate Issued2020 (29)2019 (8)2021 (4)DescriptionRetracted (1)Has File(s)Yes (41)

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Universidad de la Costa, CUC

  • Calle 58 # 55 - 66. Barranquilla, Colombia

  • 336 22 00

  • repositorioredicuc@cuc.edu.co

Corporación Universidad de la Costa CUC, Personería Jurídica con Resolución No. 352 del 23 de abril de 1971 y reconocida como Universidad mediante resolución 3235 del 28 de marzo de 2012 expedida por el MEN. Institución de Educación Superior sujeta a inspección y vigilancia por el Ministerio de Educación Nacional.

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