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Amelec Viloria

Amelec Viloria Silva

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2020 – today

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2021
[j5]
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Sivaramakrishnan Natarajan, V. Subramaniyaswamy, Amelec Viloria, V. Vijayakumar, Senthilselvan Natarajan:
A deep learning-based hybrid model for recommendation generation and ranking. Neural Comput. Appl. 33(17): 10719-10736 (2021)
2020
[j4]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Noel Varela:
Vanet heterogeneous networks with wireless technology variation according to the capacity of users in Urban Areas. J. Intell. Fuzzy Syst. 39(6): 8325-8332 (2020)
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Mukta Jagdish, Amelec Viloria, Jesús Vargas, Omar Bonerge Pineda Lezama, David Ovallos-Gazabon:
Modeling software architecture design on data storage security in cloud computing environments. J. Intell. Fuzzy Syst. 39(6): 8557-8564 (2020)
[j2]
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Dionicio Neira-Rodado, Chris D. Nugent, Ian Cleland, Javier Velásquez Rodríguez, Amelec Viloria:
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. Sensors 20(7): 1858 (2020)
[c78]
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Amelec Viloria, Martha Mendinueta, Luz Adriana Borrero, Omar Bonerge Pineda Lezama:
Prediction of Mandibular Morphology through Artificial Neural Networks. ANT/EDI40 2020: 370-375
[c77]
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Amelec Viloria, Yaneth Herazo-Beltran, Danelys Cabrera, Omar Bonerge Pineda Lezama:
Diabetes Diagnostic Prediction Using Vector Support Machines. ANT/EDI40 2020: 376-381
[c76]
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Amelec Viloria, Marisela Torres, Jesús Vargas Villa, Omar Bonerge Pineda Lezama:
Enrichment of Metabolic Routes through Big Data. ANT/EDI40 2020: 899-904
[c75]
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Amelec Viloria, Yisel Pinillos-Patiño, Omar Bonerge Pineda Lezama, Ligia Romero:
Predicting the Anthropometric Properties of Cranial Structures Using Big Data. ANT/EDI40 2020: 905-910
[c74]
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Maritza Torres-Samuel, Carmen Luisa Vásquez, Marisabel Luna, Nunziatina Bucci, Amelec Viloria, Tito Crissien, Jessica Manosalva:
Performance of Education and Research in Latin American Countries through Data Envelopment Analysis (DEA). ANT/EDI40 2020: 1023-1028
[c73]
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  - conf/cisim/RestrepoNS20
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Jorge E. Restrepo, Dionicio Neira-Rodado, Amelec Viloria Silva:
Multicriteria Strategic Approach for the Selection of Concrete Suppliers in a Construction Company in Colombia. CISIM 2020: 184-194
[c72]
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Amelec Viloria, Noel Varela, Jesús Vargas Villa, Omar Bonerge Pineda Lezama:
Comparative Analysis Between Different Automatic Learning Environments for Sentiment Analysis. DCAI 2020: 134-141
[c71]
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Amelec Viloria, Isabel Llerena, Omar Bonerge Pineda Lezama:
Virtual Reality Tool for Learning Sign Language in Spanish. DCAI 2020: 251-257
[c70]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Danelys Cabrera:
Segmentation process and spectral characteristics in the determination of musical genres. FNC/MobiSPC 2020: 96-101
[c69]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Jesús Vargas:
Analysis of crowd behavior through pattern virtualization. FNC/MobiSPC 2020: 102-107
[c68]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Nohora Mercado-Caruzo:
Unbalanced data processing using oversampling: Machine Learning. FNC/MobiSPC 2020: 108-113
[c67]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Nohora Mercado-Caruzo:
Factors that describe the use of digital devices in Latin American universities. FNC/MobiSPC 2020: 127-134
[c66]
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Amelec Viloria, Nelson Alberto Lizardo Zelaya, Noel Varela:
Search for optimal routes on roads applying metaheuristic algorithms. FNC/MobiSPC 2020: 447-452
[c65]
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Amelec Viloria, Nelson Alberto Lizardo Zelaya, Noel Varela:
Design and simulation of vehicle controllers through genetic algorithms. FNC/MobiSPC 2020: 453-458
[c64]
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Amelec Viloria, Nelson Alberto Lizardo Zelaya, Nohora Mercado-Caruzo:
Artificial techniques applied to the improvement of the previous signals in the power amplifiers. FNC/MobiSPC 2020: 629-634
[c63]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Danelys Cabrera:
Virtual reality tool to improve collaborative work in the university context. FNC/MobiSPC 2020: 635-640
[c62]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Danelys Cabrera:
Inspection process for dimensioning through images and fuzzy logic. FNC/MobiSPC 2020: 653-658
[c61]
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Amelec Viloria, Nelson Alberto Lizardo Zelaya, Nohora Mercado-Caruzo:
Design of a Network with wireless sensor applied to data transmission based on IEEE 802.15.4 standard. FNC/MobiSPC 2020: 665-670
[c60]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Eduardo Chang:
Classification of authors for an automatic recommendation process for criminal responsibility. FNC/MobiSPC 2020: 671-676
[c59]
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Amelec Viloria, Nelson Alberto Lizardo Zelaya, Noel Varela:
Unsupervised learning algorithms applied to grouping problems. FNC/MobiSPC 2020: 677-682
[c58]
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  - conf/swarm/LoganathanSVVLO20
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K. Loganathan, A. Charles Sagayaraj, Amelec Viloria, Noel Varela, Omar Bonerge Pineda Lezama, Luis Ortiz-Ospino:
Computational Analysis of Third-Grade Liquid Flow with Cross Diffusion Effects: Application to Entropy Modeling. ICSI 2020: 525-534
[c57]
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K. Loganathan, K. Tamilvanan, Amelec Viloria, Noel Varela, Omar Bonerge Pineda Lezama:
Newtonian Heating Effects of Oldroyd-B Liquid Flow with Cross-Diffusion and Second Order Slip. ICSI 2020: 661-668
[c56]
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K. Loganathan, K. Tamilvanan, Amelec Viloria, Noel Varela, Omar Bonerge Pineda Lezama:
Analytical Study of Radiative Casson Nanoliquid Flow with Heat Absorption. ICSI 2020: 678-685

2010 – 2019

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2019
[j1]
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Ramón Perez, Carmen Vásquez, Amelec Viloria:
An intelligent strategy for faults location in distribution networks with distributed generation. J. Intell. Fuzzy Syst. 36(2): 1627-1637 (2019)
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Amelec Viloria, Omar Bonerge Pineda Lezama:
Improvements for Determining the Number of Clusters in k-Means for Innovation Databases in SMEs. ANT/EDI40 2019: 1201-1206
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Amelec Viloria, Omar Bonerge Pineda Lezama:
An intelligent approach for the design and development of a personalized system of knowledge representation. ANT/EDI40 2019: 1225-1230
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Amelec Viloria, Omar Bonerge Pineda Lezama, Javier Reniz:
Recommendation of collaborative filtering for a technological surveillance model using Multi-Dimension Tensor Factorization. ANT/EDI40 2019: 1237-1242
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Amelec Viloria, Dionicio Neira-Rodado, Omar Bonerge Pineda Lezama:
Recovery of scientific data using Intelligent Distributed Data Warehouse. ANT/EDI40 2019: 1249-1254
[c51]
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  - conf/dependsys/ViloriaPBVCHL19
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Amelec Viloria, Hugo Hernández Palma, Wilmer Cadavid Basto, Alexandra Perdomo Villalobos, Carlos Andrés Uribe de la Cruz, Juan de la Hoz Hernández, Omar Bonerge Pineda Lezama:
Hybrid Cloud Computing Architecture Based on Open Source Technology. DependSys 2019: 191-200
[c50]
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Amelec Viloria, Luisa Fernanda Arrieta Matos, Mercedes Gaitán, Hugo Hernández Palma, Yasmin Flórez Guzmán, Luis Cabas Vásquez, Carlos Vargas Mercado, Omar Bonerge Pineda Lezama:
Demand Forecasting Method Using Artificial Neural Networks. DependSys 2019: 383-391
[c49]
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Amelec Viloria, Ronald Prieto Pulido, Jesús García Guiliany, Jairo Martínez Ventura, Hugo Hernández Palma, José Jinete Torres, Osman Redondo Bilbao, Omar Bonerge Pineda Lezama:
Analyzing and Predicting Power Consumption Profiles Using Big Data. DependSys 2019: 392-401
[c48]
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Carolina Henao-Rodríguez, Jenny-Paola Lis-Gutiérrez, Carlos Bouza, Mercedes Gaitán-Angulo, Amelec Viloria:
Citescore of Publications Indexed in Scopus: An Implementation of Panel Data. DMBD 2019: 53-60
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Carolina Henao-Rodríguez, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Carmen Vásquez, Maritza Torres, Amelec Viloria:
Determinants of ResearchGate (RG) Score for the Top100 of Latin American Universities at Webometrics. DMBD 2019: 320-327
[c46]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Noel Varela:
Method for Estimating Height in People using Multivariable Statistics. EUSPN/ICTH 2019: 224-228
[c45]
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Carmen Vásquez-Stanescu, Marisabel Luna Cardozo, Nunziatina Bucci, Maritza Torres-Samuel, Amelec Viloria:
University Clusters from SIR IBER Indicators of Innovation Factor 2016-2019. EUSPN/ICTH 2019: 451-456
[c44]
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Amelec Viloria, Ingrid Regina Petro Gonzalez, Omar Bonerge Pineda Lezama:
Learning Style Preferences of College Students Using Big Data. EUSPN/ICTH 2019: 461-466
[c43]
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Maritza Torres-Samuel, Carmen Luisa Vásquez, Marisabel Luna Cardozo, Nunziatina Bucci, Amelec Viloria, Danelys Cabrera:
Clustering of Top 50 Latin American Universities in SIR, QS, ARWU, and Webometrics Rankings. EUSPN/ICTH 2019: 467-472
[c42]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Nohora Mercado:
Model and Simulation of Structural Equations for Determining the Student Satisfaction. EUSPN/ICTH 2019: 527-531
[c41]
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Jenny-Paola Lis-Gutiérrez, Álvaro Zerda Sarmiento, Juan Carlos Rincón, Amelec Viloria:
Intellectual Property and Static and Dynamic Proximity in Colombian Museum Networks: A Representation by Iconography of Correlations. EUSPN/ICTH 2019: 555-560
[c40]
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Amelec Viloria, Omar Bonerge Pineda Lezama, Noel Varela:
Bayesian Classifier Applied to Higher Education Dropout. EUSPN/ICTH 2019: 573-577
[c39]
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Amelec Viloria, Omar Bonerge Pineda Lezama:
Mixture Structural Equation Models for Classifying University Student Dropout in Latin America. EUSPN/ICTH 2019: 629-634
[c38]
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Amelec Viloria, Indira Meñaca Guerrero, Hugo Martínez Caraballo, Nelson Orellano Llinas, Lesbia Valero, Hugo Hernández Palma, Edwin Caño Otero, Omar Bonerge Pineda Lezama:
Effect on the Demand and Stock Returns: Cross-Sectional of Big Data and Time-Series Analysis. iSCI 2019: 211-220
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Elcira Solano Benavides, Nelson Alandete Brochero, Amelec Viloria:
Competitiveness Indicator in Colombia Through of Multivariable Statistics. iSCI 2019: 496-505
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Jenny-Paola Lis-Gutiérrez, Álvaro Zerda, Amelec Viloria:
Intellectual Property in Colombian Museums: An Application of Machine Learning. IScIDE (2) 2019: 289-301
2018
[c35]
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  - conf/adc/Henao-Rodriguez18
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Carolina Henao-Rodríguez, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Luz Elena Malagón, Amelec Viloria:
Econometric Analysis of the Industrial Growth Determinants in Colombia. ADC 2018: 316-321
[c34]
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  - conf/dmbd/KamatkarKVHC18
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Sadhana J. Kamatkar, Ajit Kamble, Amelec Viloria, Lissette Hernández-Fernández, Ernesto García Calí:
Database Performance Tuning and Query Optimization. DMBD 2018: 3-11
[c33]
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Mercedes Gaitán-Angulo, Jenny Cubillos Díaz, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Paula-Alejandra Rodríguez-Garnica:
Bibliometric Analysis of Social Innovation and Complexity (Databases Scopus and Dialnet 2007-2017). DMBD 2018: 23-30
[c32]
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Noel Varela Izquierdo, Henrry Ricardo Cabrera, Guillermo Lopez Carvajal, Amelec Viloria, Mercedes Gaitán-Angulo, Maury-Ardila Henry:
Methodology for the Reduction and Integration of Data in the Performance Measurement of Industries Cement Plants. DMBD 2018: 33-42
[c31]
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Omar Bonerge Pineda Lezama, Noel Varela Izquierdo, Damayse Pérez Fernández, Rafael Luciano Gómez Dorta, Amelec Viloria, Ligia Romero Marín:
Models of Multivariate Regression for Labor Accidents in Different Production Sectors: Comparative Study. DMBD 2018: 43-52
[c30]
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Yury Arenis Olarte Arias, Manuel-Ignacio Balaguera, Mercedes Gaitán-Angulo, Jenny-Paola Lis-Gutiérrez, Amelec Viloria, Ana Hernández-Chacín:
Human Occupation as a Complex System. DMBD 2018: 77-86
[c29]
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Nunziatina Bucci, Marisabel Luna, Amelec Viloria, Judith Hernández García, Alexander Parody, Noel Varela, Luz A. Borrero López:
Factor Analysis of the Psychosocial Risk Assessment Instrument. DMBD 2018: 149-158
[c28]
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Jenny-Paola Lis-Gutiérrez, Harry Ernesto Reyna-Niño, Mercedes Gaitán-Angulo, Amelec Viloria, Jairo Enrique Santander Abril:
Hierarchical Ascending Classification: An Application to Contraband Apprehensions in Colombia (2015-2016). DMBD 2018: 168-178
[c27]
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Jenny-Paola Lis-Gutiérrez, Jessica Paola Muñoz Segura, Mercedes Gaitán-Angulo, Linda Carolina Henao, Amelec Viloria, Luz Elena Malagón, Doris Aguilera-Hernández:
Dynamics of the Air Passenger Transportation Market in Colombia (2016). DMBD 2018: 179-187
[c26]
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Maritza Torres-Samuel, Carmen Luisa Vásquez, Amelec Viloria, Noel Varela, Lissette Hernández-Fernández, Rafael Portillo-Medina:
Analysis of Patterns in the University World Rankings Webometrics, Shanghai, QS and SIR-SCimago: Case Latin America. DMBD 2018: 188-199
[c25]
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Carmen Vásquez, Maritza Torres-Samuel, Amelec Viloria, Tito Crissien Borrero, Noel Varela, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo:
Visibility of Research in Universities: The Triad Product-Researcher-Institution. Case: Latin American Countries. DMBD 2018: 225-234
[c24]
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Maritza Torres-Samuel, Carmen Vásquez, Amelec Viloria, Tito Crissien Borrero, Noel Varela, Danelys Cabrera, Mercedes Gaitán-Angulo, Jenny-Paola Lis-Gutiérrez:
Efficiency Analysis of the Visibility of Latin American Universities and Their Impact on the Ranking Web. DMBD 2018: 235-243
[c23]
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W. B. Morgado Gamero, M. Castillo Ramírez, Alexander Parody, Amelec Viloria, Milton Henrique Arrieta López, Sadhana J. Kamatkar:
Concentrations and Size Distributions of Fungal Bioaerosols in a Municipal Landfill. DMBD 2018: 244-253
[c22]
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Maritza Torres-Samuel, Carmen Vásquez, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Tito Crissien Borrero, Noel Varela:
Web Visibility Profiles of Top100 Latin American Universities. DMBD 2018: 254-262
[c21]
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Carmen Vásquez, Maritza Torres-Samuel, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Tito Crissien Borrero, Noel Varela, Danelys Cabrera:
Cluster of the Latin American Universities Top100 According to Webometrics 2017. DMBD 2018: 276-283
[c20]
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Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Melissa Lis-Gutiérrez, Amelec Viloria, Jenny Cubillos, Paula-Alejandra Rodríguez-Garnica:
Electronic and Traditional Savings Accounts in Colombia: A Spatial Agglomeration Model. DMBD 2018: 294-303
[c19]
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Amelec Viloria, Nunziatina Bucci, Marisabel Luna, Jenny-Paola Lis-Gutiérrez, Alexander Parody, Darwin Eliecer Solano Bent, Luz A. Borrero López:
Determination of Dimensionality of the Psychosocial Risk Assessment of Internal, Individual, Double Presence and External Factors in Work Environments. DMBD 2018: 304-313
[c18]
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Mercedes Gaitán-Angulo, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Dionicio Neira, Enrrique López, Ernesto Joaquín Steffens Sanabria, Claudia Patricia Fernández Castro:
Influence of the Management of the Innovation in the Business Performance of the Family Business: Application to the Printing Sector in Colombia. DMBD 2018: 349-359
[c17]
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Sadhana J. Kamatkar, Amarapali Tayade, Amelec Viloria, Ana Hernández-Chacín:
Application of Classification Technique of Data Mining for Employee Management System. DMBD 2018: 434-444
[c16]
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Jenny-Paola Lis-Gutiérrez, Carolina Henao, Álvaro Zerda, Mercedes Gaitán, Juan Carlos Correa, Amelec Viloria:
Determinants of the Impact Factor of Publications: A Panel Model for Journals Indexed in Scopus 2017. DMBD 2018: 491-499
[c15]
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Mercedes Gaitán-Angulo, Jairo Enrique Santander Abril, Amelec Viloria, Julio Mojica Herazo, Pedro Hernández Malpica, Jairo Luis Martínez Ventura, Lissette Hernández-Fernández:
Company Family, Innovation and Colombian Graphic Industry: A Bayesian Estimation of a Logistical Model. DMBD 2018: 513-522
[c14]
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Ramón Vargas, Maritza Torres-Samuel, Marisabel Luna, Amelec Viloria, Omar Sandoval Fernández:
Formulation of Strategies for Efficient Cadastral Management. DMBD 2018: 523-532
[c13]
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Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Abel Ramiro Meza Godoy, Gloria Cecilia Moreno, Sadhana J. Kamatkar:
Methodology for the Design of a Student Pattern Recognition Tool to Facilitate the Teaching - Learning Process Through Knowledge Data Discovery (Big Data). DMBD 2018: 670-679
[c12]
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Alexander Parody, Amelec Viloria, Jenny-Paola Lis, Luz Elena Malagón, Ernesto García Calí, Hugo Hernández Palma:
Application of an Experimental Design of D-Optimum Mixing Based on Restrictions for the Optimization of the Pre-painted Steel Line of a Steel Producer and Marketing Company. DMBD 2018: 729-738
[c11]
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Alexander Parody, Amelec Viloria, Mercedes Gaitán, Luz Elena Malagón, Maury-Ardila Henry, Hugo Hernández Palma, Ligia M. Castro Barrios:
Application of a Central Design Composed of Surface of Response for the Determination of the Flatness in the Steel Sheets of a Colombian Steel. DMBD 2018: 739-747
[c10]
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Carmen Carrero, Jorymar Leal, Pablo Ortega, Alexander Parody, Marilyn Montilla, Leandro Sierra, Amelec Viloria, Tito Crissien Borrero, Noel Varela:
Effect of Vitamin A, Zinc and Multivitamin Supplementation on the Nutritional Status and Retinol Serum Values in School-Age Children. DMBD 2018: 748-758
[c9]
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Leadina Sánchez, Carmen Vásquez, Amelec Viloria, Cmeza-estrada:
Conglomerates of Latin American Countries and Public Policies for the Sustainable Development of the Electric Power Generation Sector. DMBD 2018: 759-766
[c8]
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Leadina Sánchez, Carmen Vásquez, Amelec Viloria, Lizeth Rodríguez Potes:
Greenhouse Gases Emissions and Electric Power Generation in Latin American Countries in the Period 2006-2013. DMBD 2018: 777-785
[c7]
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Jenny-Paola Lis-Gutiérrez, Melissa Lis-Gutiérrez, Mercedes Gaitán-Angulo, Manuel-Ignacio Balaguera, Amelec Viloria, Jairo-Enrique Santander-Abril:
Use of the Industrial Property System for New Creations in Colombia: A Departmental Analysis (2000-2016). DMBD 2018: 786-796
[c6]
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  - conf/ideal/GameroARHMPV18
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W. B. Morgado Gamero, Dayana Agudelo-Castañeda, Margarita Castillo Ramírez, Martha Mendoza Hernandez, Heidy Posso Mendoza, Alexander Parody, Amelec Viloria:
Hospital Admission and Risk Assessment Associated to Exposure of Fungal Bioaerosols at a Municipal Landfill Using Statistical Models. IDEAL (2) 2018: 210-218
[c5]
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  - conf/swarm/BalagueraLGVP18
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Manuel-Ignacio Balaguera, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Amelec Viloria, Rafael Portillo-Medina:
An Ontological Framework for Cooperative Games. ICSI (1) 2018: 51-57
[c4]
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Noel Varela Izquierdo, Omar Bonerge Pineda Lezama, Rafael Luciano Gómez Dorta, Amelec Viloria, Ivan Deras, Lissette Hernández-Fernández:
Fuzzy Logic Applied to the Performance Evaluation. Honduran Coffee Sector Case. ICSI (2) 2018: 164-173
[c3]
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  - conf/swarm/PerezIAVLVH18
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Ramón Perez, Esteban Inga, Alexander Aguila, Carmen Vásquez, Liliana Lima, Amelec Viloria, Maury-Ardila Henry:
Fault Diagnosis on Electrical Distribution Systems Based on Fuzzy Logic. ICSI (2) 2018: 174-185
[c2]
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  - conf/swarm/BalagueraVLVM18
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Manuel-Ignacio Balaguera, María-Cristina Vargas, Jenny-Paola Lis-Gutiérrez, Amelec Viloria, Luz Elena Malagón:
Architecture of an Object-Oriented Modeling Framework for Human Occupation. ICSI (2) 2018: 452-460
[c1]
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Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Linda Carolina Henao, Amelec Viloria, Doris Aguilera-Hernández, Rafael Portillo-Medina:
Measures of Concentration and Stability: Two Pedagogical Tools for Industrial Organization Courses. ICSI (2) 2018: 471-480

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