Producción científica

A New Way of Cataloging Software Engineering from Grounded Theory

Gustavo Navas; Agustin Yagüe

Applied Sciences · 16(5), pp. 2458

Automatic Comparison of Ecuadorian Facial Features with Marquardt Beauty Mask

Jesús Ormaza; Paulina Morillo; Diego Vallejo-Huanga

Communications in Computer and Information Science · pp. 182-192

Publicación en línea: 2025-10-01

Building Ethical and Secure AI: Principles, Practices, and Challenges for the Next Generation

Roberto Andrade; Carlos Ayala; Paulina Morillo

Synthesis Lectures on Computer Science

Chatbots in Multivariable Calculus Exams: Innovative Tool or Academic Risk?

Gustavo Navas; Julio Proaño-Orellana; Rogelio Orizondo; Gabriel E. Navas-Reascos; et al.

Education Sciences · 16(1), pp. 160

Exams as a Service: Synergies Between ChatGPT, and Cloud Computing for Education

Gustavo Navas; Julio Proaño-Orellana; Rogelio Orizondo; Alex Terreros

Communications in Computer and Information Science · pp. 178-192

Publicación en línea: 2025-09-01

Information Retrieval System for the Automatic Generation of Scientific Abstracts with a Pre-trained Model

Diego Vallejo-Huanga; Andrea Gonzalez; Anthony Tandalla

Communications in Computer and Information Science · pp. 503-517

LLM GameLab: An Interactive Platform for Testing Large Language Models in Board Games

Paulina Morillo; Alex Terreros; Cèsar Ferri; José Hernández-Orallo

Lecture Notes in Computer Science · pp. 486-490

Publicación en línea: 2025-10-02

Performance optimization of simple exponential smoothing forecast model

Diego Vallejo-Huanga; Julio Proaño

Heliyon · 12(1), pp. e44323

Predictive quality analytics for the viscosity of water-based architectural paint manufacturing by using improved supervised machine learning and maximum dissimilarity algorithm

Robinson Barrionuevo; Diego Vallejo-Huanga; Paulina Morillo; Noha A. Mostafa

Journal of Intelligent Manufacturing · 37(3), pp. 1213-1229

Publicación en línea: 2025-04-14

Refining Community Detection in Social Networks: Agglomerative and Divisive Methods with Size Constraints

Diego Vallejo-Huanga; Erlend Eindride Fasmer; Cèsar Ferri; Fernando Martínez-Plumed

Lecture Notes in Computer Science · pp. 328-340

Publicación en línea: 2025-08-07

Similarity Analysis of AI-Generated Images from Spanish and English Prompts via Feature Extraction:

Paulina Morillo; Christopher Morales; Christian Castro; Diego Vallejo-Huanga

Proceedings of the 21st International Conference on Computer Vision Theory and Applications · pp. 678-686

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages

Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Jan Philip Wahle; et al.

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · pp. 8895-8916

ClustSize: An Algorithmic Framework for Size-Constrained Clustering:

Diego Vallejo-Huanga; Cèsar Ferri; Fernando Martínez-Plumed

Proceedings of the 14th International Conference on Data Science, Technology and Applications · pp. 481-490

Innovación Digital y Tecnologías Emergentes en la Gestión y Transformación Empresarial

Paola Ximena Torres Cisneros; Julio Ricardo Proaño Orellana; Esteban Mateo Centeno Badillo; Oscar Nicolas Singo Gualoto; et al.

UTOPÍA · 1(1), pp. 40–41

Innovating engineering education with AI: a case study on ChatGPT 4.0’s role in statics-physics

Gustavo Navas; Gustavo Navas-Reascos; Gabriel E. Navas-Reascos; Sonia Guaño

Cogent Education · 12(1), 2539545

Measuring the effects of climate change on traditional crops in tropical highlands, Ecuador

Sheila Serrano-Vincenti; Jessica Guamán-Pozo; Jonathan Chuqui; Rodrigo Tufiño; et al.

Frontiers in Sustainable Food Systems · 9, 1447593

Sentiment Analysis in Kichwa Language using NLP Techniques and Similarity Metrics

Diego Vallejo-Huanga; Maria Fernanda Alban; Bryan Gualoto; Roberto Andrade; et al.

Proceedings of the 2025 9th International Conference on Computer Science and Artificial Intelligence · pp. 486-491

Publicación en línea: 2026-03-19

A Content-Based System for Discrimination Detection of Ecuadorian Text

Diego Vallejo-Huanga; Alexis Vallejo; Gustavo Contreras

Lecture Notes in Networks and Systems · pp. 284-299

A Software Architecture Design Based on Microservices for an E-wallet in Ecuador

Efrain Insuasti; Bryan Cisneros; Paulina Morillo

Proceedings of the 2024 7th International Conference on Computers in Management and Business · pp. 185-192

Content-Based Web Classifier System for Dementia Definitions Using Natural Language Processing

Diego Vallejo-Huanga; Daniel Mariño; Jhony Pillajo; María Eugenia Sánchez; et al.

Lecture Notes in Networks and Systems · pp. 566-585

Cost Operation Optimization with Binary Integer Linear Programming in a Cosmetic Company

Fredy Altamirano; Diego Vallejo-Huanga

EAI/Springer Innovations in Communication and Computing · pp. 45-57

Exploring the Effectiveness of Advanced Chatbots in Educational Settings: A Mixed-Methods Study in Statistics

Gustavo Navas; Gustavo Navas-Reascos; Gabriel E. Navas-Reascos; Julio Proaño-Orellana

Applied Sciences · 14(19), pp. 8984

Facial Ethnicity Identification by Collaborative Voting System

Diego Vallejo-Huanga; Alex Terreros; Diego Vicuña

Lecture Notes in Computer Science · pp. 96-106

Home Appliance Demand Forecasting: A Comparative Approach Using Traditional and Machine Learning Algorithms

Lissette Culcay; Fernanda Bustillos; Diego Vallejo-Huanga

Lecture Notes in Networks and Systems · pp. 457-473

Implementing Similarity Matrices in a Web Interactive Tool for Scientific Articles Matching

Diego Vallejo-Huanga; Kevin Cadena; Alexis Villavicencio; Paulina Morillo

Lecture Notes in Computer Science · pp. 63-72

Performance of Machine Learning Classifiers for Malware Detection Over Imbalanced Data

Paulina Morillo; Diego Bahamonde; Wilian Tapia

Lecture Notes in Networks and Systems · pp. 496-507

Prediction of Academic Success in a University and Improvement Using Lean Tools:

Kléber Sánchez; Diego Vallejo-Huanga

Proceedings of the 13th International Conference on Data Science, Technology and Applications · pp. 513-521

Sequence-to-Sequence Spanish Pre-trained Language Models

Vladimir Araujo; Maria Mihaela Trusca; Rodrigo Tufiño; Marie-Francine Moens

Proceedings of the Language Resources and Evaluation Conference · pp. 14729-14743

Sign Language Translation System to People with Hearing Disabilities in Ecuador

Diego Vallejo-Huanga; Jefferson Cajas; Victor Caicedo

2024 2nd World Conference on Communication & Computing (WCONF) · pp. 1-6

A New Way of Cataloging Research through Grounded Theory

Gustavo Navas; Agustín Yagüe

Applied Sciences · 13(10), pp. 5889

Human and Cognitive Factors involved in Phishing Detection. A Literature Review

Diana Arévalo; Daría Valarezo; Walter Fuertes; María Fernanda Cazares; et al.

2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) · pp. 608-614

Optimal Production in Vacuum Food Packaging Thermoforming with Linear Programming

Sebastián Rubio; Diego Vallejo-Huanga

E3S Web of Conferences · 430, pp. 01300

Protective Factors for Developing Cognitive Skills against Cyberattacks

María Cazares; Walter Fuertes; Roberto Andrade; Iván Ortiz-Garcés; et al.

Electronics · 12(19), pp. 4007

Research Methods Applied to Software Security

María Cazares; Roberto Andrade

2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) · pp. 2668-2677

SimilaCode: Programming Source Code Similarity Detection System Based on NLP

Diego Vallejo-Huanga; Jair Morocho; Juan Salgado

2023 15th International Congress on Advanced Applied Informatics Winter (IIAI-AAI-Winter) · pp. 171-178

Similarity Visualizer Using Natural Language Processing in Academic Documents of the DSpace in Ecuador

Diego Vallejo-Huanga; Janneth Jaime; Carlos Andrade

Lecture Notes in Computer Science · pp. 343-359

A Training Web Platform to Improve Cognitive Skills for Phishing Attacks Detection

María Fernanda Cazares; Diana Arévalo; Roberto O. Andrade; Walter Fuertes; et al.

Lecture Notes in Networks and Systems · pp. 33-42

An Exploratory Study of Cognitive Sciences Applied to Cybersecurity

Roberto O. Andrade; Walter Fuertes; María Cazares; Iván Ortiz-Garcés; et al.

Electronics · 11(11), pp. 1692

Automatic Recognition of Pictograms with Convolutional Neural Network Approach for Literacy

Ayleen Reyes; Diego Vallejo-Huanga

Communications in Computer and Information Science · pp. 219-231

Benchmarking of Supervised Machine Learning Algorithms in the Early Failure Prediction of a Water Pumping System

Gerardo Herrera; Paulina Morillo

Smart Innovation, Systems and Technologies · pp. 535-546

Publicación en línea: 2021-09-28

Defining Cyber Risk Scenarios to Evaluate IoT Systems

Roberto Andrade; Iván Ortiz; María Cazares; Gustavo Navas; et al.

Games · 14(1), pp. 1

Design and Evaluation of a Distributed Architecture for GeoSparkSim

Verónica Alba Valencia; Julio Proaño Orellana

Smart Innovation, Systems and Technologies · pp. 253-263

Publicación en línea: 2021-09-28

Distributed Architecture for Large Scale Simulation to Estimate CO Vehicles Emissions

Julio Proano Orellana; Israel Pineda; Rolando Armas

2022 IEEE Sixth Ecuador Technical Chapters Meeting (ETCM) · pp. 1-6

Fuzzy Logic Model for Failure Analysis in Electric Power Distribution Systems

Dayana Andrade-Benavides; Diego Vallejo-Huanga; Paulina Morillo

Procedia Computer Science · 204, pp. 497-504

Glaserian Systematic Mapping Study: An Integrating Methodology:

Gustavo Navas; Agustín Yagüe

Proceedings of the 17th International Conference on Evaluation of Novel Approaches to Software Engineering · pp. 519-527

Implementation of a Driving Simulator for the Collection of Data on Human Behavior in Vehicular Traffic

Joshua Proaño; Paulina Morillo; Diego Vallejo-Huanga

Frontiers in Artificial Intelligence and Applications

Internal Search Engine and Recommender System with Natural Language Processing in PaaS

Herig Recalde; Santiago Soria; Diego Vallejo-Huanga

2022 IEEE/ACIS 20th International Conference on Software Engineering Research, Management and Applications (SERA) · pp. 63-69

LAN Network Optimization after a DDoS Attack Detected with Supervised Learning

Diego Vallejo-Huanga; Santiago Vizcaino

2022 IEEE 2nd International Conference on Computer Communication and Artificial Intelligence (CCAI) · pp. 108-114

Machine Learning and Big Data for Security Incident Response:

Roberto Andrade; María Cazares; Iván Ortiz-Garces; Gustavo Navas

Proceedings of the 3rd International Symposium on Automation, Information and Computing · pp. 739-744

Poverty Population and Its Educational Accessibility: An Evaluation using Geospatial Database in Ecuador:

Gustavo Navas; Anthony Loyaga; Jefferson Barahona; Julio Orellana

Proceedings of the 8th International Conference on Geographical Information Systems Theory, Applications and Management · pp. 147-154

Real-time Social Distancing Detection Approach Using YOLO and Unmanned Aerial Vehicles

Darwin Merizalde; Paulina Morillo

Communications in Computer and Information Science · pp. 114-127

Smart Technologies, Systems and Applications: Second International Conference, SmartTech-IC 2021, Quito, Ecuador, December 1–3, 2021, Revised Selected Papers

Fabián R. Narváez; Julio Proaño; Paulina Morillo; Diego Vallejo; et al.

Communications in Computer and Information Science

A Comprehensive Study About Cybersecurity Incident Response Capabilities in Ecuador

Roberto O. Andrade; Daniela Cordova; Iván Ortiz-Garcés; Walter Fuertes; et al.

Advances in Intelligent Systems and Computing · pp. 281-292

Publicación en línea: 2020-11-22

AuTGeLy: Automatic Title Generator based on Song Lyrics Extractions

Diego Vallejo-Huanga; Esteban Carrera; Jonathan Manay

2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) · pp. 1588-1593

Characterizing Phishing attacks using Natural Language Processing

Maria Fernanda Cazares; Roberto Andrade; Gustavo Navas; Walter Fuertes; et al.

2021 Fifth World Conference on Smart Trends in Systems Security and Sustainability (WorldS4) · pp. 224-229

Cybersecurity Attacks During COVID-19: An Analysis of the Behavior of the Human Factors and a Proposal of Hardening Strategies

Roberto O. Andrade; María Cazares; Walter Fuertes

Advances in Cybersecurity Management · pp. 37-53

Empirical Exploration of Machine Learning Techniques for Detection of Anomalies Based on NIDS

Diego Vallejo-Huanga; Marco Ambuludi; Paulina Morillo

IEEE Latin America Transactions · 19(5), pp. 772-779

Improving time series forecasting using information fusion in local agricultural markets

Washington R. Padilla; Jesús García; José M. Molina

Neurocomputing · 452, pp. 355-373

Intelligent Algorithms for the Auto-configuration of Ad Hoc Wireless Networks based on Quality of Service Parameters

Steven Simbana; Diego Vallejo-Huanga

2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · pp. 1-6

Nondeterministic Finite Automata for Modeling an Ecuadorian Sign Language Interpreter

Jose Guerra; Diego Vallejo-Huanga; Nathaly Jaramillo; Richard Macas; et al.

Advances in Intelligent Systems and Computing · pp. 369-376

Publicación en línea: 2020-07-04

Performance Evaluation of the Nvidia Jetson Nano Through a Real-Time Machine Learning Application

Sebastián Valladares; Mayerly Toscano; Rodrigo Tufiño; Paulina Morillo; et al.

Advances in Intelligent Systems and Computing · pp. 343-349

Quantitative evaluation of family functions and changes in a postmodern context

Catya Torres; Diego Vallejo-Huanga; Ximena Ramírez Ocaña

Heliyon · 7(6), pp. e07435

Sentiment Analysis in Contrast to Official Data During the COVID-19 Pandemic in Ecuador

Diego Vallejo-Huanga; Alisson Mendoza; Nicolás Carrasco

AHFE International · 21

Study of Technological Solutions in the Analysis of Behavioral Factors for Sustainability Strategies

María Cazares; Roberto O. Andrade; Julio Proaño; Iván Ortiz

Advances in Sustainability Science and Technology · pp. 175-188

Benchmarking of Classification Algorithms for Psychological Diagnosis

Jhony Llano; Vanessa Ramirez; Paulina Morillo

Communications in Computer and Information Science · pp. 188-201

Latent Semantic Index: A Microservices Architecture

Julio Proaño; Andres Reinoso; Jonnathan Juma

Communications in Computer and Information Science · pp. 142-153

Psycho Web: A Machine Learning Platform for the Diagnosis and Classification of Mental Disorders

Paulina Morillo; Holger Ortega; Diana Chauca; Julio Proaño; et al.

Advances in Intelligent Systems and Computing · pp. 399-410

Publicación en línea: 2019-06-12

Sentiment Analysis Tool for Spanish Tweets in the Ecuadorian Context

Ismael Utitiaj; Paulina Morillo; Diego Vallejo Huanga

2020 3rd International Conference on Algorithms, Computing and Artificial Intelligence · pp. 1-6

Publicación en línea: 2021-03-09

System of Recommendation and Automatic Correction of Web Accessibility Using Artificial Intelligence

Paulina Morillo; Diego Chicaiza-Herrera; Diego Vallejo-Huanga

Advances in Intelligent Systems and Computing · pp. 479-489

Publicación en línea: 2019-06-13

A COMPREHENSIVE STUDY OF IOT FOR ALZHEIMER'S DISEASE

Roberto Omar Andrade; Sang Guun Yoo; María F. Cazares

Proceedings of the 11th International Conference on e-Health 2019 · pp. 175-182

A dataset of attributes from papers of a machine learning conference

Diego Vallejo-Huanga; Paulina Morillo; Cèsar Ferri

Data in Brief · 24, pp. 103836

Análisis espacial de las unidades educativas del milenio en el Ecuador y su cobertura en zonas de pobreza.

Gustavo Ernesto Navas Ruilova; Robinson Llerena Paz; Fernando Vaca

La Granja · 30(2), pp. 121-133

Detection of Phishing Attacks with Machine Learning Techniques in Cognitive Security Architecture

Ivan Ortiz Garces; Maria Fernada Cazares; Roberto Omar Andrade

2019 International Conference on Computational Science and Computational Intelligence (CSCI) · pp. 366-370

Diseño de una arquitectura heterogénea para la gestión eficiente de recursos FPGA en un cloud privado

Julio Proaño Orellana; María Blanca Caminero; Carmen Carrión

Aplicaciones e innovación de la ingeniería en ciencia y tecnología · pp. 165-199

Empirical modeling and simulation of an heterogeneous Cloud computing environment

Julio Proaño; Carmen Carrión; Blanca Caminero

Parallel Computing · 83, pp. 118-134

Fault-Tolerant Model Based on Fuzzy Control for Mobile Devices

Diego Vallejo-Huanga; Julio Proaño; Paulina Morillo; Holger Ortega

Communications in Computer and Information Science · pp. 488-499

Publicación en línea: 2018-12-30

How to Govern VSE Teams: Experiences Through a Model and Case Study

René Arévalo; Carlos Montenegro

Communications in Computer and Information Science · pp. 220-232

Publicación en línea: 2018-12-30

Knowledge Extraction and Improved Data Fusion for Sales Prediction in Local Agricultural Markets

Washington R. Padilla; Jesús García; José M. Molina

Sensors · 19(2), pp. 286

MARRSIDS: Monitoring Assistant to Reduce the Risk of Sudden Infant Death Syndrome

Xavier Lopez Gallo; Santiago Lechon; Stalin Mora; Diego Vallejo-Huanga

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) · pp. 1-4

Mentoría: una experiencia de aprendizaje personalizado

Maria Fernanda Cazares Zabala; Allyce Nicolle Espinoza Castro; Jenny Daniela Quinchiguango Puma

El Modelo Pedagógico Salesiano · pp. 207–218

Systematic Mapping Study of Architectural Trends in Latin America

Diana Alomoto; Andrés Carrera; Gustavo Navas

Communications in Computer and Information Science · pp. 312-326

Publicación en línea: 2018-12-30

Ciencia de datos. Minería de datos. Big Data. Técnicas analíticas de aprendizaje estadístico. Un enfoque práctico

Jesús García Herrero; Antonio Berlanga De Jesús; José Manuel Molina Lopez; Miguel Ángel Patricio Guisado; et al.

ALTARIA, S.L.

Eventos máximos diarios de radiación solar en tierra y extraterrestre sobre Quito, Ecuador

Maria Sheila Fabiola Serrano Vincenti; Cesar Ivan Alvarez Mendoza; Gustavo Ernesto Navas Ruilova; Katherine Pamela Franco Pallo; et al.

Radiaciones Ionizantes y su impacto · pp. 99–109

Improving Forecasting Using Information Fusion in Local Agricultural Markets

Washington R. Padilla; Jesús García; José M. Molina

Lecture Notes in Computer Science · pp. 479-489

Information Fusion and Machine Learning in Spatial Prediction for Local Agricultural Markets

Washington R. Padilla; Jesús García; José M. Molina

Communications in Computer and Information Science · pp. 235-246

Model Learning and Spatial Data Fusion for Predicting Sales in Local Agricultural Markets

Washington R Padilla; Garcia H. Jesus; Jose M. Molina

2018 21st International Conference on Information Fusion (FUSION) · pp. 1-5

Power and performance optimization in FPGA‐accelerated clouds

Selome Kostentions Tesfatsion; Julio Proaño; Luis Tomás; Blanca Caminero; et al.

Concurrency and Computation: Practice and Experience · 30(18), e4526

Software Development Governance for VSE-SCRUM Teams: Model and Evaluation in a Developing Country

Carlos Montenegro; René Arévalo

Proceedings of the 2018 International Conference on Software Engineering and Information Management · pp. 1-5

ADoCS: Automatic Designer of Conference Schedules

Diego Vallejo; Paulina Morillo; César Ferri

15th Conference of the European Chapter of the Association for Computational Linguistics · Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics, p 41–44

Geoportal Salesiano en el Ecuador un camino de la Catedral al Bazar

Gustavo Ernesto Navas Ruilova; Robinson Dimitri Llerena Paz; Patsy Malena Prieto Velez

IV Congreso Internacional de Ciencia, Tecnología e Innovación para la Sociedad (CITIS 2017)

Hacia la construcción de un dispositivo de asistencia para personas no videntes en el juego de cuarenta

Holger Ortega; Rodrigo Tufiño; Juan Estévez

Enfoque UTE · 8(4), pp. 27-40

Semi-Supervised Clustering Algorithms for Grouping Scientific Articles

Diego Vallejo-Huanga; Paulina Morillo; Cèsar Ferri

Procedia Computer Science · 108, pp. 325-334

Automatic Identification of a Playing Card through kNN Using a Raspberry Pi 3

Rodrigo Efrain Tufiño Cardenas; Holger Raul Ortega Martinez

2017 International Conference on Information Systems and Computer Science (INCISCOS 2017)

CIALCO: Alternative Marketing Channels

Washington R. Padilla; H. Jesús García

Communications in Computer and Information Science · pp. 313-321

MIGRACIÓN DE FUENTES SÍSMICAS A LO LARGO DEL CINTURÓN DE FUEGO DEL PACÍFICO

Adriana López; Edwin Villarreal; César Ivan Álvarez

La Granja · 25(1), pp. 5

Grid platform for medical federated queries supporting semantic and visual annotations

Ronald Gualán; Juan Guillermo; Wilson Pérez; Lizandro Solano-Quinde; et al.

SPIE Proceedings · 9681, pp. 96810Z

Plataforma para la búsqueda por contenido visual y semántico de imágenes médicas

Alexandra La Cruz; Andrés Tello; Mauricio Espinoza; Victor Saquicela; et al.

MASKANA · CEDIA 2015

Demo de aplicación de algoritmos de clustering para su clasificación de documentos

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Preface

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