Amelec Viloria

Orcid: 0000-0003-2673-6350

According to our database1, Amelec Viloria authored at least 83 papers between 2018 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
A deep learning-based hybrid model for recommendation generation and ranking.
Neural Comput. Appl., 2021

2020
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, 2020

Vanet heterogeneous networks with wireless technology variation according to the capacity of users in Urban Areas.
J. Intell. Fuzzy Syst., 2020

Modeling software architecture design on data storage security in cloud computing environments.
J. Intell. Fuzzy Syst., 2020

Analytical Study of Radiative Casson Nanoliquid Flow with Heat Absorption.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Newtonian Heating Effects of Oldroyd-B Liquid Flow with Cross-Diffusion and Second Order Slip.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Computational Analysis of Third-Grade Liquid Flow with Cross Diffusion Effects: Application to Entropy Modeling.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Unsupervised learning algorithms applied to grouping problems.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Design and simulation of vehicle controllers through genetic algorithms.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Search for optimal routes on roads applying metaheuristic algorithms.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Design of a Network with wireless sensor applied to data transmission based on IEEE 802.15.4 standard.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Artificial techniques applied to the improvement of the previous signals in the power amplifiers.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Analysis of crowd behavior through pattern virtualization.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Factors that describe the use of digital devices in Latin American universities.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Unbalanced data processing using oversampling: Machine Learning.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Classification of authors for an automatic recommendation process for criminal responsibility.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Inspection process for dimensioning through images and fuzzy logic.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Virtual reality tool to improve collaborative work in the university context.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Segmentation process and spectral characteristics in the determination of musical genres.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Comparative Analysis Between Different Automatic Learning Environments for Sentiment Analysis.
Proceedings of the Distributed Computing and Artificial Intelligence, 2020

Virtual Reality Tool for Learning Sign Language in Spanish.
Proceedings of the Distributed Computing and Artificial Intelligence, 2020

Multicriteria Strategic Approach for the Selection of Concrete Suppliers in a Construction Company in Colombia.
Proceedings of the Computer Information Systems and Industrial Management, 2020

Predicting the Anthropometric Properties of Cranial Structures Using Big Data.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Enrichment of Metabolic Routes through Big Data.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Prediction of Mandibular Morphology through Artificial Neural Networks.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Diabetes Diagnostic Prediction Using Vector Support Machines.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Performance of Education and Research in Latin American Countries through Data Envelopment Analysis (DEA).
Proceedings of the 11th International Conference on Ambient Systems, 2020

2019
An intelligent strategy for faults location in distribution networks with distributed generation.
J. Intell. Fuzzy Syst., 2019

Intellectual Property in Colombian Museums: An Application of Machine Learning.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019

Effect on the Demand and Stock Returns: Cross-Sectional of Big Data and Time-Series Analysis.
Proceedings of the Smart City and Informatization - 7th International Conference, 2019

Competitiveness Indicator in Colombia Through of Multivariable Statistics.
Proceedings of the Smart City and Informatization - 7th International Conference, 2019

Bayesian Classifier Applied to Higher Education Dropout.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Method for Estimating Height in People using Multivariable Statistics.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Model and Simulation of Structural Equations for Determining the Student Satisfaction.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Mixture Structural Equation Models for Classifying University Student Dropout in Latin America.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Learning Style Preferences of College Students Using Big Data.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

University Clusters from SIR IBER Indicators of Innovation Factor 2016-2019.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Clustering of Top 50 Latin American Universities in SIR, QS, ARWU, and Webometrics Rankings.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Intellectual Property and Static and Dynamic Proximity in Colombian Museum Networks: A Representation by Iconography of Correlations.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Determinants of ResearchGate (RG) Score for the Top100 of Latin American Universities at Webometrics.
Proceedings of the Data Mining and Big Data - 4th International Conference, 2019

Citescore of Publications Indexed in Scopus: An Implementation of Panel Data.
Proceedings of the Data Mining and Big Data - 4th International Conference, 2019

Analyzing and Predicting Power Consumption Profiles Using Big Data.
Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019

Hybrid Cloud Computing Architecture Based on Open Source Technology.
Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019

Demand Forecasting Method Using Artificial Neural Networks.
Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019

Recovery of scientific data using Intelligent Distributed Data Warehouse.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

Recommendation of collaborative filtering for a technological surveillance model using Multi-Dimension Tensor Factorization.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

An intelligent approach for the design and development of a personalized system of knowledge representation.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

Improvements for Determining the Number of Clusters in k-Means for Innovation Databases in SMEs.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2018
Fault Diagnosis on Electrical Distribution Systems Based on Fuzzy Logic.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Measures of Concentration and Stability: Two Pedagogical Tools for Industrial Organization Courses.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Fuzzy Logic Applied to the Performance Evaluation. Honduran Coffee Sector Case.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Architecture of an Object-Oriented Modeling Framework for Human Occupation.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

An Ontological Framework for Cooperative Games.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Hospital Admission and Risk Assessment Associated to Exposure of Fungal Bioaerosols at a Municipal Landfill Using Statistical Models.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Methodology for the Design of a Student Pattern Recognition Tool to Facilitate the Teaching - Learning Process Through Knowledge Data Discovery (Big Data).
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Determination of Dimensionality of the Psychosocial Risk Assessment of Internal, Individual, Double Presence and External Factors in Work Environments.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Cluster of the Latin American Universities Top100 According to Webometrics 2017.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Visibility of Research in Universities: The Triad Product-Researcher-Institution. Case: Latin American Countries.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Formulation of Strategies for Efficient Cadastral Management.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Web Visibility Profiles of Top100 Latin American Universities.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Efficiency Analysis of the Visibility of Latin American Universities and Their Impact on the Ranking Web.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Analysis of Patterns in the University World Rankings Webometrics, Shanghai, QS and SIR-SCimago: Case Latin America.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Greenhouse Gases Emissions and Electric Power Generation in Latin American Countries in the Period 2006-2013.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Conglomerates of Latin American Countries and Public Policies for the Sustainable Development of the Electric Power Generation Sector.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

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.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Application of a Central Design Composed of Surface of Response for the Determination of the Flatness in the Steel Sheets of a Colombian Steel.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Dynamics of the Air Passenger Transportation Market in Colombia (2016).
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Hierarchical Ascending Classification: An Application to Contraband Apprehensions in Colombia (2015-2016).
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Use of the Industrial Property System for New Creations in Colombia: A Departmental Analysis (2000-2016).
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Determinants of the Impact Factor of Publications: A Panel Model for Journals Indexed in Scopus 2017.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Electronic and Traditional Savings Accounts in Colombia: A Spatial Agglomeration Model.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Models of Multivariate Regression for Labor Accidents in Different Production Sectors: Comparative Study.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Application of Classification Technique of Data Mining for Employee Management System.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Database Performance Tuning and Query Optimization.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Methodology for the Reduction and Integration of Data in the Performance Measurement of Industries Cement Plants.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Concentrations and Size Distributions of Fungal Bioaerosols in a Municipal Landfill.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Influence of the Management of the Innovation in the Business Performance of the Family Business: Application to the Printing Sector in Colombia.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Bibliometric Analysis of Social Innovation and Complexity (Databases Scopus and Dialnet 2007-2017).
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Company Family, Innovation and Colombian Graphic Industry: A Bayesian Estimation of a Logistical Model.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Effect of Vitamin A, Zinc and Multivitamin Supplementation on the Nutritional Status and Retinol Serum Values in School-Age Children.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Factor Analysis of the Psychosocial Risk Assessment Instrument.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Human Occupation as a Complex System.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

Econometric Analysis of the Industrial Growth Determinants in Colombia.
Proceedings of the Databases Theory and Applications, 2018


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