AI, Expert Systems and Big Data Analytics

Bringing Machine Learning Predictive Models Based on machine learning Closer to Non-Technical Users
Pablo Pico-Valencia, Oscar Vinueza-Celi and Juan A. Holgado-Terriza
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Aphids Detection on Lemons Leaf Image UsingConvolutional Neural Networks
Jorge Parraga-Alava, Roberth Alcivar-Cevallos, Jaime A. Riascos and Miguel A. Becerra
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Prediction of monthly electricity consumption by cantons in Ecuador through neural networks: Case Study
Jorge I. Guachimboza-Davalos, Edilberto A. LLanes-Cedeño, Rodolfo J. Rubio-Aguiar, Diana B. Peralta-Zurita and Oscar F. Núñez-Barrionuevo
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Using Multivariate Time Series Data via Long-Short Term Memory Network for Temperature Forecasting
Jorge L. Charco, Telmo Roque-Colt, Kevin Egas-Arizala, Charles M. Pérez-Espinoza and Angélica Cruz-Chóez
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Failure detection in induction motors using non-supervised machine learning algorithms
David S. Toscano and Enrique V. Carrera
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Physical Activity Classification using Artificial Neural Networks Based on the Analysis of Anthropometric Measurements
Antonio J. Alvarez, Erika Severeyn, Sara Wong, Hector Herrera, Jesus Velasquez and Alexandra La Cruz
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Analysis of Receiver Operating Characteristic Curve Using Anthropometrics Measurements for Obesity Diagnosis
Erika Severeyn, Jesús Velásquez, Hector Herrera, Sara Wong and Alexandra La Cruz
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Using low-frequency EEG signals to classify movement stages in grab-and-lift tasks
Diego Orellana V., Beatriz Macas, Marco Suing, Sandra Mejía, Pedro Vizcaya G. and Catalina Alvarado Rojas
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Fuzzy Control of Temperature on SACI based on the Emotion Recognition
María Sol Soria, Violeta Maldonado, Danilo Chavez, Kleber Patiño and Oscar Camacho
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Implementation of Recognition System of People and Computers in a Classroom through Artificial Vision
Lesly Cadena, Xavier David Rogel, Danilo Chavez, Kleber Patiño and Jackeline Abad
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Development of an algorithm capable of classifying the starting, gear change and engine brake variables of a vehicle by analyzing OBD II signals
Néstor Diego Rivera Campoverde, Paul Andrés Molina, Gina Pamela Novillo Quirola and Andrea Karina Bermeo Naula
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Characterization of braking and clutching events of a vehicle through OBD II signals
Paul Molina, Néstor Rivera Campoverde, Gina Pamela Novillo Quirola and Andrea Karina Bermeo Naula
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PESTEL Analysis as a baseline for supporting decision-making in the local textile industry
Erik Sigcha, Andrés Martinez-Moscoso, Lorena Siguenza-Guzman and Diana Jadán
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Occupational Health and Safety for decision-making in the framework of Corporate Social Responsibility: Models, guidelines, and indicators
Byron Calle, Erik Sigcha, Rodrigo Guaman and Lorena Siguenza-Guzman
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Model of classification of university services using the polarity of opinions taken from social networks
Javier Sanchez-Guerrero, Silvia Acosta-Bones, Rosario Haro-Velastegui and Marco V. Guachimboza-Villalva
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Clustering analysis of electricity consumption of municipalities in the province of Pichincha-Ecuador using the K-means algorithm
Oscar F. Núñez-Barrionuevo, Edilberto A. Llanes-Cedeño, Javier Martinez-Gomez, Jorge I. Guachimboza-Davalos and Jesús Lopez-Villada
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Behavioral signal processing with Machine Learning based on FPGA
Victor Asanza, Galo Sanchez, Ricardo Cajo and Enrique Pelaez
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Complimentary admission processes implemented by Ecuadorian public universities promote equal opportunities in access: an analysis through knowledge discovery in databases
Andrés Santiago Cisneros Barahona, María Isabel Uvidia Fassler, Gonzalo Nicolay Samaniego Erazo, Gabriela Jimena Dumancela Nina and Byron Andrés Casignia Vásconez
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Cloud, IoT and Distributed Computing

LOLY 1.0: A Proposed Human-Robot-Game Platform Architecture for the Engagement of Children with Autism in the Learning Process
Dennys F. Paillacho Chiluiza, Nayeth I. Solorzano Alcivar and Jonathan Paillacho Corredores
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ALTERNATIVE PSYCHOLOGICAL TREATMENT FOR PATIENTS WITH A DIAGNOSIS OF ENTOMOPHOBIA WITH VIRTUAL REALITY ENVIRONMENTS
Patricio Navas Moya, Tatiana Mayorga Soria, Germánico Navas Moya and Gonzalo Borja Almeida
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Designing a lighting system for smart homes
Marlon Moscoso-Martinez, Nycolai Moscoso-Martinez, Jorge E. Luzuriaga, Pablo Flores-Siguenza, and Willian Zamora
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Communications

Green Energy for the Reception and Processing of Satellite and Microwave Signals
Daniel Icaza, Diego Cordero and Santiago Pulla
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Network design defined by software on hyper-converged infrastructure. Case study: Northern Technical University FICA Data Center
Santiago Meneses, Edgar Maya and Carlos Vasquez
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Study of the Fronthaul WDM Applied to the Cloud RAN of 5G-CRAN
Stalin Ramírez, Diana Martínez Mosquera and Marcelo Zambrano V.
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Evaluation of the Broadcast Storm Problem Based on Hybrid Retransmissions Algorithms in FANET Networks
Andrés Sánchez, Patricia Ludeña-González, Francisco Saldoval and Katty Rohoden
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Database System and Application

Proposal of a Framework for Information Migration from Legacy Applications in the Solidarity Financial Sector (SFSE)
Marcos Guerrero, Marco Segura and José Lucio
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Financial Technologies (FinTech), Economics and Business Engineering

Path Planning for Mobile Robots Applied in the Distribution of Materials in an Industrial Environment 
Sylvia Mercedes Novillo Villegas, Allison Rodríguez, Danilo Chavez and Oscar Camacho
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m-Learning and e-Learning

Teacher´s Digital Competencies. A systematic review in Latin-American context 
Maria Vasquez-Peñafiel, Rosabel Roig-Vila and Myriam Peñafiel
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Google Classroom as a Blended Learning and M-learning Strategy for Training Representatives of the Student Federation of the Salesian Polytechnic University (Guayaquil, Ecuador) 
Joe Llerena-Izquierdo and Alejandra Valverde-Macias
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Introducing Gamification to Improve the Evaluation Process of Programming Courses at the Salesian Polytechnic University (Guayaquil, Ecuador) 
Joe Llerena-Izquierdo and Jamileth Idrovo-Llaguno
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Security

Technique for information security based on controls established by the SysAdmin Audit, Networking and Security Institute  
Flavio Morales, Yanara Simbaña, Rosario Coral and Renato M. Toasa
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Software Engineering

Evaluations of software developed as research tools to analyze trends of educational videogames characters
Nayeth Solorzano Alcivar, Lissenia Sornoza Quijije, Robert Loor Zambrano and Diego Carrera Gallego
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Maintainability and Portability Evaluation of the React Native Framework Applying the ISO/IEC 25010  
Darwin Mena and Marco Santorum
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Web Information Systems and Applications

A comprehensive solution for electrical energy demand prediction based on auto-regressive models  
Juan-José Saenz-Peñafiel, Jorge E. Luzuriaga, Lenin-Guillermo Lemus and Vanessa Solis-Cabrera
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Construction and leverage scientific knowledge graphs by means of semantic technologies  
Teresa Santamaria-Lopez, Mariela Tapia-Leon and Janneth Chicaiza
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General Track

Towards Industry Improvement in Manufacturing with DMAIC  
Patricia Acosta-Vargas, Edison Chicaiza-Salgado, Irene Acosta-Vargas, Luis Salvador-Ullauri, and Mario Gonzalez
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An application of MVMO Based Adaptive PID Controller for Process with Variable Delay  
Estefania Salazar, Marco Herrera and Oscar Camacho
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PID and Sliding Mode Control for a Reactor-Separator-Recycler system: A Regulatory Controllers’ comparison  
Roberto Arroba, Karina Rocha, Marco Herrera, Paulo Leica and Oscar Camacho
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Yaniwawa: an innovative tool for teaching using programmable models over augmented reality sandbox
Sonia Cárdenas-Delgado, Oswaldo Padilla Almeida, Mauricio Loachamín-Valencia, Henry Rivera and Luis Escobar
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