Diego Vallejo-Huanga

Professor in the Master Program in Production and Industrial Operations

Subject Taught: Multivariate Analysis and Experimental Design, Production Optimization Models, and Statistical Tools for Production Control.

Professor in the Department of Computer Sciences

Subject Taught: Calculus, Probability and Statistics, Project Management, Differential Equations, Higher Mathematics for Engineers, High Performance Networks, Computational Statistics, Machine Learning, Applied Mathematics in Engineering, Statistics for Business, Multivariate Analysis and Stochastic Models, and Artificial Intelligence.

Professor in the Department of Mathematics

Subject Taught: Mathematics for Health Sciences, Inferential Statistics, Integral Calculus, Quantitative Models, and Probability and Statistics.

Professor of the School of Physical Sciences and Mathematics

Subject Taught: Mathematical Logic, Differential Calculus, Integral Calculus, Vector Physical, Math Propaedeutic, and Operations Research.

Universitat Politècnica de València

Universidad Politécnica Salesiana

Universitat Politècnica de València

Articles

• Diego Vallejo-Huanga, Daniel Mariño, Jhony Pillajo, Eugenia Sánchez, Ximena Andrade, Catya Torres, “Content-Based Web Classifier System for Dementia Definitions Using Natural Language Processing”, Proceedings of the 9th Future Technologies Conference FTC 2024, Lecture Notes in Networks and Systems, Springer, London, United Kingdom, November 14-15, 2024.

• Diego Vallejo-Huanga, Alex Terreros, Diego Vicuña, “Facial Ethnicity Identification by Collaborative Voting System”, Proceedings of the 21st International Conference on Cooperative Design, Visualization and Engineering CDVE 2024, Lecture Notes in Computer Science, Springer, Valencia, Spain, September 15-18, 2024.

• Diego Vallejo-Huanga, Alexis Villavicencio, Kevin Cadena, Paulina Morillo, “Implementing Similarity Matrices in a Web Interactive Tool for Scientific Articles Matching”, Proceedings of the 21st International Conference on Cooperative Design, Visualization and Engineering CDVE 2024, Lecture Notes in Computer Science, Springer, Valencia, Spain, September 15-18, 2024.

• Diego Vallejo-Huanga, Alexis Vallejo, Gustavo Contreras, “A Content-Based System for Discrimination Detection of Ecuadorian Text”, Proceedings of the 10th Intelligent Systems Conference IntelliSys 2024, Lecture Notes in Networks and Systems, Springer, Amsterdam, Netherlands, September 5-6, 2024.

• Diego Vallejo-Huanga, Jefferson Cajas, Víctor Caicedo, “Sign Language Translation System to People with Hearing Disabilities in Ecuador”, Proceedings of the 2nd World Conference on Communication & Computing WCONF 2024, IEEE Xplore Digital Library, Raipur, India, July 12-14, 2024.

• Kléber Sánchez, Diego Vallejo-Huanga, “Prediction of Academic Success in a University and Improvement Using Lean Tools”, Proceedings of the 13th International Conference on Data Science, Technology and Applications DATA 2024, SCITEPRESS Digital Library, Dijon, France, July 9-11, 2024.

• Diego Vallejo-Huanga, Jair Morocho, Juan Salgado, “SimilaCode: Programming Source Code Similarity Detection System based on NLP”, Proceedings of the 14th International Conference on Smart Computing and Artificial Intelligence SCAI AAI 2023, IEEE Xplore Digital Library, Bali, Indonesia, December 11-13, 2023.

• Fredy Altamirano, Diego Vallejo-Huanga, “Cost Operation Optimization with Binary Integer Linear Programming in a Cosmetic Company”, Proceedings of the 8th International Conference on Management of Manufacturing Systems EAI MMS 2023, EAI/Springer Innovations in Communication and Computing, Springer, Bratislava, Slovakia, October 24-26, 2023.

• Lissette Culcay, Fernanda Bustillos, Diego Vallejo-Huanga, “Home Appliance Demand Forecasting: A Comparative Approach using Traditional and Machine Learning Algorithms”, Proceedings of the 9th Intelligent Systems Conference IntelliSys 2023, Lecture Notes in Networks and Systems, Springer, Amsterdam, Netherlands, September 7-8, 2023.

• Sebastián Rubio, Diego Vallejo-Huanga, “Optimal Production in Vacuum Food Packaging Thermoforming with Linear Programming”, Proceedings of the 15th International Conference on Material Processing and Characterization ICMPC 2023, E3S Web of Conferences, Newcastle, England, September 5-8, 2023.

• Diego Vallejo-Huanga, Janneth Jaime, Carlos Andrade, “Similarity Visualizer using Natural Language Processing in Academic Documents of the DSpace in Ecuador”, Proceedings of the iConference 2023, Lecture Notes in Computer Science, Springer, Barcelona, Spain, March 27-29, 2023.

• Joshua Proaño, Paulina Morillo, Diego Vallejo-Huanga, “Implementation of a driving simulator for the collection of data on human behavior in vehicular traffic”, Proceedings of the 3rd International Conference on Modern Management based on Big Data MMBD 2022, Frontiers in Artificial Intelligence and Applications, IOS Press, Seoul, South Korea, May 15-18, 2022.

• Herig Recalde, Santiago Soria, Diego Vallejo-Huanga, “Internal Search Engine and Recommender System with Natural Language Processing in PaaS”, Proceedings of the 20th International Conference on Software Engineering Research, Management and Applications SERA 2022, IEEE Xplore Digital Library, Las Vegas, Nevada, USA, May 25-27, 2022.

• Diego Vallejo-Huanga, Santiago Vizcaíno,“LAN Network Optimization after a DDoS Attack detected with Supervised Learning”, Proceedings of the 2nd International Conference on Computer Communication and Artificial Intelligence CCAI 2022, IEEE Xplore Digital Library, Beijing, China, May 06-08, 2022.

• Dayana Andrade, Diego Vallejo-Huanga, Paulina Morillo, “Fuzzy Logic Model for Failure Analysis in Electric Power Distribution Systems”, Proceedings of the International Conference on Industry Science and Computer Sciences Innovation iSCSi 2022, Procedia Computer Science, Elsevier, Vila Nova de Gaia, Porto, Portugal, March 09-11, 2022.

• Diego Vallejo-Huanga, Esteban Carrera, Jonathan Mañay, “AuTGeLy: Automatic Title Generator based on Song Lyrics Extractions”, Proceedings of the 20th International Conference on Machine Learning and Applications ICMLA 2021, IEEE Xplore Digital Library, Pasadena, California, USA, December 13-16, 2021.

• Ayleen Reyes, Diego Vallejo-Huanga, “Automatic Recognition of Pictograms with Convolutional Neural Network Approach for Literacy”, Proceedings of the 2nd International Conference on Smart Technologies, Systems and Applications SmartTech-IC 2021, Communications in Computer and Information Science, Springer, Quito, Ecuador, December 1-3, 2021.

• Fabián Narváez, Julio Proaño, Paulina Morillo, Diego Vallejo-Huanga, Daniel González Montoya, Gloria M. Díaz, “Smart Technologies, Systems and Applications Second International Conference, SmartTech-IC 2021”, Proceedings of the 2nd International Conference SmartTech-IC 2021, Communications in Computer and Information Science, Springer, Quito, Ecuador, December 1-3, 2021.

• Steven Simbaña, Diego Vallejo-Huanga, “Intelligent Algorithms for the Auto-configuration of Ad Hoc Wireless Networks based on Quality of Service Parameters”, Proceedings of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering ICECCME 2021, IEEE Xplore Digital Library, Port Louis, Mauritius, October 07-08, 2021.

• Diego Vallejo-Huanga, Alisson Mendoza, Nicolás Carrasco, “Sentiment Analysis in Contrast to Official Data During the COVID-19 Pandemic in Ecuador”, Proceedings of the 4th International Conference on Human Systems Engineering and Design IHSED 2021, AHFE International Open Access Journal, ISSN: 2771-0718, Dubrovnik, Croatia, September 23-25, 2021.

• Catya Torres, Diego Vallejo-Huanga, Ximena Ramírez-Ocaña, “Quantitative evaluation of family functions and changes in a postmodern context”, Journal Heliyon, Cell Press, Netherlands, ISSN: 2405-8440, 2021.

• Sebastián Valladares, Mayerly Toscano, Rodrigo Tufiño, Paulina Morillo, Diego Vallejo-Huanga, “Performance Evaluation of the Nvidia Jetson Nano Through a Real-time Machine Learning Application”, Proceedings of the 4th International Conference on Intelligent Human Systems Integration IHSI 2021, Advances in Intelligent Systems and Computing, Springer, Palermo, Italy, February 22-24, 2021.

• Ismael Utitiaj, Paulina Morillo, Diego Vallejo-Huanga, “Sentiment Analysis Tool for Spanish Tweets in the Ecuadorian Context”, Proceedings of the 3rd International Conference on Machine Learning and Natural Language Processing MLNLP 2020, Association for Computing Machinery, ACM, Sanya, China, December 24-26, 2020.

• Diego Vallejo-Huanga, Marco Ambuludi, Paulina Morillo,“Empirical Exploration of Machine Learning Techniques for Detection of Anomalies Based on NIDS”, Journal IEEE Latin America Transactions, IEEE - USA. ISSN: 1548-0992, 2020.

• José Guerra, Diego Vallejo-Huanga, Nathaly Jaramillo, Richard Macas, Daniel Díaz,“Nondeterministic Finite Automata for Modeling an Ecuadorian Sign Language Interpreter”, Proceedings of the 7th International Conference on Human Factors, Software and Systems Engineering, Advances in Intelligent Systems and Computing, Springer, San Diego CA, USA, July 16-20, 2020.

• Matheo Chantera, Paulina Morillo, Diego Vallejo-Huanga, “Virtual Rehabilitation Platform for Left-Handed People Working in Industrial Environments”, Proceedings of the 3rd International Conference on Human Factors and Assistive Technology, Advances in Intelligent Systems and Computing, Springer, San Diego CA, USA, July 16-20, 2020.

• Fabián Narváez, Diego Vallejo-Huanga, Paulina Morillo, Julio Proaño,“Smart Technologies, Systems and Applications First International Conference, SmartTech-IC 2019”, Proceedings of the 1st International Conference SmartTech-IC 2019, Communications in Computer and Information Science, Springer, Quito, Ecuador, December 2-4, 2019.

• Paulina Morillo, Holger Ortega, Julio Proaño, Diego Vallejo-Huanga, María Cazares, “Psycho Web: a Machine Learning Platform for the Diagnosis and Classification of Mental Disorders”, Proceedings of the 1st International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, Advances in Intelligent Systems and Computing, Springer, Washington D.C., USA, July 24-28, 2019.

• Paulina Morillo, Diego Chicaiza, Diego Vallejo-Huanga, “System of Recommendation and Automatic Correction of Web Accessibility using Artificial Intelligence”, Proceedings of the 10th International Conference on Applied Human Factors and Ergonomics AHFE 2019, Advances in Intelligent Systems and Computing, Springer, Washington D.C., USA, July 24-28, 2019.

• Xavier López, Santiago Lechón, Stalin Mora, Diego Vallejo-Huanga, “MARRSIDS: Monitoring Assistant to Reduce the Risk of Sudden Infant Death Syndrome”, Proceedings of the XXII Symposium on Image, Signal Processing and Artificial Vision STSIVA 2019, IEEE Xplore Digital Library, Bucaramanga, Colombia, April 24-26, 2019.

• Diego Vallejo-Huanga, Paulina Morillo, Cèsar Ferri, “A dataset of attributes from papers of a machine learning conference”, Journal Data in Brief, Elsevier BV - Netherlands. ISSN: 2352-3409, 2019.

• Diego Vallejo-Huanga, Julio Proaño, Paulina Morillo, Holger Ortega, “Fault-tolerant model based on fuzzy control for mobile devices”, Proceedings of the 4th International Conference on Technology Trends CITT2018, pp 488-499, Communications in Computer and Information Science (CCIS) 895, Springer, August 29-31, 2018.

• Diego Vallejo-Huanga, Paulina Morillo, Cèsar Ferri, “Agrupamiento con restricciones para configurar sesiones en conferencias científicas con R + Shiny”, X Jornadas de Usuarios de R XjuR, Murcia, Spain, November 22-23, 2018.

• Diego Vallejo-Huanga, Paulina Morillo, Cèsar Ferri, “Semi-Supervised Clustering Algorithms for Grouping Scientific Articles”, Proceedings of the International Conference on Computational Science ICCS 2017, pp 325-334, Procedia Computer Science 108, Elsevier, Zurich, Switzerland, June 12-14, 2017.

• Diego Vallejo-Huanga, Paulina Morillo, Cèsar Ferri, “ADoCS: Automatic Designer of Conference Schedules”, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics EACL2017, pp 41-44, Valencia, Spain, April 3-7, 2017.

• Lidia Contreras, Cristina Font, Paulina Morillo, Diego Vallejo-Huanga, “TransparencyScience: Return on research investment, where do the funds go?”, Proceedings of the iConference 2015, University of California Irvine, California, USA, March 24-27, 2015.

• Diego Vallejo-Huanga, Robin Álvarez, “Estudio y simulación de turbo códigos utilizando el algoritmo MAP y SOVA”, Proceedings of the XXIV Conference of Electrical and Electronic Engineering – FIEE, Escuela Politécnica Nacional, Quito, Ecuador, August 15-17, 2012.

Thesis

• Diego Vallejo-Huanga, “Optimización Matemática del Rendimiento de un Modelo de Forecasting con Suavizamiento Exponencial Simple”, Thesis of Master in Mathematical Methods and Numerical Simulation, Master Program in Mathematics, Universidad Politécnica Salesiana, Quito, Ecuador, 2023.

• Diego Vallejo-Huanga, “Clustering de Documentos con Restricciones de Tamaño”, Thesis of Master in Information Management, Higher Technical School of Computer Engineering – ETSINF, Universitat Politècnica de València, Valencia, Spain, 2016.

• Diego Vallejo-Huanga, “Estudio y simulación de turbo códigos utilizando el algoritmo MAP y SOVA”, Thesis of Engineering in Electronics and Telecommunications, Faculty of Electrical and Electronic Engineering – FIEE, Escuela Politécnica Nacional, Quito, Ecuador, 2011.

Posters

• Xavier López, Santiago Lechón, Stalin Mora, Diego Vallejo-Huanga, “MARRSIDS: Monitoring Assistant to Reduce the Risk of Sudden Infant Death Syndrome”, DOI: https://doi.org/10.7490/f1000research.1116881.1, F1000 Research, 2019, 8:847.

• Lidia Contreras, Cristina Font, Paulina Morillo, Diego Vallejo-Huanga, “Transparency Science: Retorno de la inversión en investigación, ¿dónde van en realidad los fondos?”, Proceedings of the FESABID 2015 , Gijon, Spain, May 28-30, 2015.

Datasets

• Catya Torres, Diego Vallejo-Huanga, Ximena Ramírez, APGAR Test in Ecuadorian People in Postmodern Context, DOI: https://doi.org/10.7910/DVN/SW7Q6V, Harvard Dataverse Repository, 2020.

• Jorge Avilés, Henry Toapanta, Paulina Morillo, Diego Vallejo-Huanga Dataset of Ethnic Facial Images of Ecuadorian People, DOI: https://doi.org/10.6084/m9.figshare.8266730, Figshare Repository, 2019.

• Diego Vallejo-Huanga, Paulina Morillo, Cèsar Ferri, “ICMLA 2014/2015/2016/2017 Accepted Papers Data Set”, DOI: http://dx.doi.org/10.17632/wj5vb6h9jy.2, Mendeley Data, Elsevier, 2019.

• Diego Vallejo-Huanga, Paulina Morillo, Cèsar Ferri, UCI Machine Learning Repository, University of California - Irvine, 2018.