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Ecuador

PhD in Computer Science | Expert in Bioinformatics, Machine Learning, and Genomic Data Analyst

Profile Summary
Subject Matter Expertise
Services
Data & AI Predictive Modeling, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Data Cleaning, Data Processing
Work Experience

Docente Investigador a Tiempo Completo

Universidad Técnica Estatal de Quevedo

September 2003 - Present

Doctorando

Universidad de Málaga

September 2012 - July 2017

Education

Doctor en Ingeniería del Software e Inteligencia Artificial (Lenguaje y Ciencias de la Computación)

Universidad de Málaga

September 2012 - December 2016

Máster en Ingeniería del Software e Inteligencia Artificial (Andalucía)

Universidad de Málaga

March 2010 - February 2012

Ingeniero en Sistemas (Quevedo)

Universidad Técnica Estatal de Quevedo

March 2001 - July 2007

Certifications
  • Certification details not provided.
Publications
OTHER
Vera, D.B., Oviedo, B., Casanova, W.C., Zambrano-Vega, C.(2024). Deep Learning-Based Computational Model for Disease Identification in Cocoa Pods (Theobroma cacao L.) . arXiv.
Cristian Zambrano-Vega, Byron Oviedo(2019). Educational Database Analysis Using Simple Bayesian Classifier . Food Tourism in Asia. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 773--792. Springer Singapore
Cristian Zambrano-Vega, Byron Oviedo, Oscar Moncayo Carreño(2019). Assessing the Performance of a Biometric Mobile Application for Workdays Registration . Advances in Biochemical Engineering/Biotechnology. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1004--1015. Springer Berlin Heidelberg
Cristian Zambrano-Vega, Génesis Acosta, Jasmin Loor, Byron Suárez, Carla Jaramillo, Byron Oviedo(2019). A Sales Route Optimization Mobile Application Applying a Genetic Algorithm and the Google Maps Navigation System . Explorations in Technology Education Research. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 517--527. Springer Singapore
BOOK CHAPTER
Cristian Zambrano-Vega, Byron Oviedo, Jordy Anchundia Troncoso, Ángel Torres Quijije(2024). Solar Radiation Prediction in the UTEQ Based on Machine Learning Models . Lecture Notes in Networks and Systems. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 79–89. Springer Nature Singapore
Zambrano-Vega, C., Oviedo, B., Moncayo Carreño, O.(2020). Assessing the performance of a biometric mobile application for workdays registration . Lecture Notes in Networks and Systems. 70. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1004-1015.
Oviedo, B., Zambrano-Vega, C.(2020). Educational database analysis using simple bayesian classifier . Lecture Notes in Networks and Systems. 69. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 773-792.
Cristian Zambrano-Vega, Byron Oviedo, Ronald Villamar-Torres, Miguel Botto-Tobar, Marcos Barros-Rodríguez(2019). An Overview of Multiple Sequence Alignment Methods Applied to Transmembrane Proteins . 410--419Springer International Publishing
Cristian Zambrano-Vega, Byron Oviedo, Jorge Chiquito Mindiola, Jacob Reyes Baque, Oscar Moncayo Carreño(2019). Mobile Biometric Authentication by Face Recognition for Attendance Management Software . 521--530Springer International Publishing
Cristian Zambrano-Vega, Byron Oviedo, Joffre León-Acurio, Alina Martinez(2019). Simple Bayesian Classifier Applied to Learning . 399--409Springer International Publishing
Zambrano-Vega, Cristian and Nebro, Antonio J. and Garc{\'i}a-Nieto, Jos{\'e} and Aldana-Montes, Jos{\'e} F.(2017). A Multi-objective Optimization Framework for Multiple Sequence Alignment with Metaheuristics . Bioinformatics and Biomedical Engineering: 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26--28, 2017, Proceedings, Part II. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 245--256. Springer International Publishing
JOURNAL ARTICLE
Oviedo Bayas, Byron, Gomez Gomez, Jorge, Zambrano Vega, Cristian, Moran Moran, Evelym Ruth (2022). APPLYING BAYESIAN NETWORKS IN STUDENT DROPOUT DATA . Revista Universidad Y Sociedad.
Oviedo Bayas, B., Gómez Gómez, J., Zambrano Vega, C., Morán Morán, E.R.(2022). APPLYING BAYESIAN NETWORKS IN STUDENT DROPOUT DATA,APLICACIÓN DE REDES BAYESIANAS EN DATOS DE ABANDONO ESTU-DIANTIL . Universidad y Sociedad. 14. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 297-304.
Villamar-Torres, R., Bayas, B.O., Torres-Navarreete, Y., Zambrano-Vega, C., Jazayeri, S.M.(2022). Comparative computational genomic analysis between wild and domesticated species of cacao and coffee . Journal of Pharmaceutical Negative Results. 13. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 535-551.
Zambrano Vega, Cristian, Oviedo, Byron, Zhuma, Emilio (2022). W-M2ALIGN: A WEB-SERVER TOOL FOR PROTEIN MULTIPLE SEQUENCE ALIGNMENT BASED ON STRUCTURAL INFORMATION . Revista Universidad Y Sociedad.
Zambrano Vega, C., Oviedo, B., Zhuma, E.(2022). W-M2ALIGN: A WEB-SERVER TOOL FOR PROTEIN MULTIPLE SEQUENCE ALIGNMENT BASED ON STRUCTURAL INFORMATION,W-M2ALIGN: UNA HERRAMIENTA WEB PARA EL ALINEAMIENTO MÚLTIPLE DE SECUENCIAS BASADA EN INFORMACIÓN ESTRUCTURAL DE LAS PROTEÍNAS . Universidad y Sociedad. 14. (S1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 69-76.
Oviedo Bayas, Bryon Wladimir, Zambrano Vega, Cristian (2021). BAYESIAN NETWORKS APPLIED TO ERROR PREDICTION IN SOFTWARE DEFINED NETWORKS . Revista Universidad Y Sociedad.
Bayas, B.W.O., Vega, C.Z.(2021). Bayesian networks applied to error prediction in software defined networks,Redes bayesianas aplicadas a la predicción de errores en las redes definidas por software . Universidad y Sociedad. 13. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 419-429.
Cristian Zambrano-Vega, Seyed Mehdi Jazayeri, Ronald Oswaldo Villamar-Torres, Luz Cecilia García Cruzatty, Byron Oviedo-Bayas, Milena do Amaral Santos, Naga Raju Maddela, Seyed Mohammad Hossein Ale Seyed Ghafoor, Christopher Viot(2020). Transcription factors and molecular markers revealed asymmetric contributions between allotetraploid Upland cotton and its two diploid ancestors . Bragantia. 79. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 30--46. {FapUNIFESP} ({SciELO})
Jazayeri, S.M., Villamar-Torres, R.O., Zambrano-Vega, C., Cruzatty, L.C.G., Oviedo-Bayas, B., Santos, M.D.A., Maddela, N.R., Ghafoor, S.M.H.A.S., Viot, C.(2020). Transcription factors andmolecularmarkers revealed asymmetric contributions between allotetraploid upland cotton and its two diploid ancestors . Bragantia. 79. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 30-46.
Zambrano-Vega, C., Oviedo, B., Moncayo, O.(2020). Un enfoque multiobjetivo al alineamiento mútiple de secuencias . Investigacion Operacional. 41. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 573-585.
Oviedo, B., Zambrano-Vega, C., Gómez-Gómez, J.(2020). Red bayesiana jerárquica para analizar datos educativos . Investigacion Operacional. 41. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 558-572.
Oviedo, B., Zambrano-Vega, C., Gómez, J.G., Kovalenko, I.D.(2020). Some simple bayesian classifier applied to learning,Clasificador bayesiano simple aplicado al aprendizaje . RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao. 2020. (E31). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 34-46.
Zambrano-Vega, Cristian, Mehdi Jazayeri, Seyed, Oswaldo Villamar-Torres, Ronald, Garcia Cruzatty, Luz Cecilia, Oviedo-Bayas, Byron, do Amaral Santos, Milena, Raju Maddela, Naga, Seyed Ghafoor, Seyed Mohammad Hossein Ale, Viot, Christopher (2020). Transcription factors and molecular markers revealed asymmetric contributions between allotetraploid Upland cotton and its two diploid ancestors . Bragantia.
Zambrano-Vega, Cristian, Oviedo, Byron, Villamar-Torres, Ronald, Botto-Tobar, Miguel, Barros-Rodriguez, Marcos (2019). An Overview of Multiple Sequence Alignment Methods Applied to Transmembrane Proteins . Communications in Computer and Information Science.
Zambrano-Vega, Cristian, Oviedo, Byron, Chiquito Mindiola, Jorge, Reyes Baque, Jacob, Moncayo Carreno, Oscar (2019). Mobile Biometric Authentication by Face Recognition for Attendance Management Software . Communications in Computer and Information Science.
Zambrano-Vega, Cristian, Oviedo Bayas, Byron (2019). NEW BAYESIAN SIMPLE CLASSIFIER FOR EDUCATIONAL DATA ANALYSIS . Revista Universidad Y Sociedad.
Zambrano-Vega, Cristian, Oviedo, Byron, Leon-Acurio, Joffre, Martinez, Alina (2019). Simple Bayesian Classifier Applied to Learning . Communications in Computer and Information Science.
Oviedo, B., Zambrano-Vega, C., Gómez, J.G.(2019). Some simple bayesian classifier applied to learning,Clasificador bayesiano simple aplicado al aprendizaje . RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao. 2019. (E18). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 74-85.
Muñoz, J.C., Vega, C.Z., Byron Oviedo, V.(2019). Systematic review of literature: Multiple sequential alignment applied to transmembrane proteins,Revisión sistemática de literatura: Alineamiento secuencial múltiple aplicado a las proteínas transmembrana . RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao. 2019. (E18). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 138-155.
Cristian Zambrano-Vega, Byron Oviedo, Amilkar Puris (2018). Uso de optimización de mallas variables para el “viajante de comercio” . Revista Lasallista de Investigación.
Zambrano-Vega, Cristian, Nebro, Antonio J., Aldana Montes, Jose F., Oviedo, Byron (2018). MORPHY: A Multiobjective Software Tool for Phylogenetic Inference of Protein Coded Sequences . Advances in Intelligent Systems and Computing.
Cristian Zambrano-Vega, Antonio J. Nebro, José García-Nieto, José F. Aldana Montes(2017). M2Align: parallel multiple sequence alignment with a multi-objective metaheuristic . Bioinformatics. Oxford University Press ({OUP})
Cristian Zambrano-Vega, Antonio J. Nebro, José García-Nieto, José F. Aldana-Montes(2017). Comparing multi-objective metaheuristics for solving a three-objective formulation of multiple sequence alignment . Progress in Artificial Intelligence. Springer Nature
Zambrano-Vega, C., Nebro, A.J., García-Nieto, J., Aldana-Montes, J.F.(2017). M2Align: Parallel multiple sequence alignment with a multi-objective metaheuristic . Bioinformatics. 33. (19). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3011-3017.
Zambrano-Vega, Cristian, Nebro, Antonio J., Garcia-Nieto, Jose, Aldana-Montes, Jose F. (2017). M2Align: parallel multiple sequence alignment with a multi-objective metaheuristic . Bioinformatics.
Zambrano-Vega, Cristian, Nebro, Antonio J., Durillo, Juan J., Garcia-Nieto, Jose, Aldana-Montes, Jose F. (2017). Multiple Sequence Alignment with Multiobjective Metaheuristics. A Comparative Study . International Journal of Intelligent Systems.
Zambrano-Vega, C., Nebro, A.J., Durillo, J.J., García-Nieto, J., Aldana-Montes, J.F.(2017). Multiple Sequence Alignment with Multiobjective Metaheuristics. A Comparative Study . International Journal of Intelligent Systems.
Zambrano-Vega, Cristian, Nebro, Antonio J., Garcia-Nieto, Jose, Aldana-Montes, Jose F. (2017). A Multi-objective Optimization Framework for Multiple Sequence Alignment with Metaheuristics . Lecture Notes in Computer Science.
Zambrano-Vega, C., Nebro, A.J., García-Nieto, J., Aldana-Montes, J.F.(2017). Comparing multi-objective metaheuristics for solving a three-objective formulation of multiple sequence alignment . Progress in Artificial Intelligence. 6. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 195-210.
Zambrano-Vega, Cristian, Nebro, Antonio J., Garcia-Nieto, Jose, Aldana-Montes, Jose F. (2017). Comparing multi-objective metaheuristics for solving a three-objective formulation of multiple sequence alignment . Progress in Artificial Intelligence.
Cristian Zambrano-Vega, Antonio J. Nebro, José F. Aldana-Montes, Emmanuel Paradis(2016). MO-Phylogenetics: a phylogenetic inference software tool with multi-objective evolutionary metaheuristics . Methods in Ecology and Evolution. 7. (7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 800--805. Wiley
Zambrano Vega, Cristian and Cedeno Munoz, Joel A and Bravo Salvatierra, Jefferson and Pico Saltos, Roberto(2016). A Comparative study of the Genetic Operators Single Point Crossover (SPX) and Uniform Crossover UX applied to the Optimization problem PathFinder . REVISTA PUBLICANDO. 3. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 4--23. RML CONSULTORES REINA VICTORIA N25-33 \& AV COLON EDIFICIO BANCO GUAYAQUIL PISO 10 OFICINA 10-08, QUITO, 00000, ECUADOR
Zambrano Vega, Cristian, Cedeno Munoz, Joel A., Bravo Salvatierra, Jefferson, Pico Saltos, Roberto (2016). A Comparative study of the Genetic Operators Single Point Crossover (SPX) and Uniform Crossover UX applied to the Optimization problem PathFinder . Revista Publicando.
Zambrano Vega, Cristian and Cedeno Munoz, Joel A and Bravo Salvatierra, Jefferson and Diaz Ocampo, Eduardo(2016). Continuous Optimization with two Evolutionary Strategies: Comma (mu, lambda) and Plus (eta . REVISTA PUBLICANDO. 3. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 37--51. RML CONSULTORES REINA VICTORIA N25-33 \& AV COLON EDIFICIO BANCO GUAYAQUIL PISO 10 OFICINA 10-08, QUITO, 00000, ECUADOR
Zambrano Vega, Cristian, Cedeno Munoz, Joel A., Bravo Salvatierra, Jefferson, Diaz Ocampo, Eduardo (2016). Continuous Optimization with two Evolutionary Strategies: Comma (mu, lambda) and Plus (eta . Revista Publicando.
Zambrano-Vega, Cristian, Nebro, Antonio J., Aldana-Montes, Jose F. (2016). MO-Phylogenetics: a phylogenetic inference software tool with multi-objective evolutionary metaheuristics . Methods in Ecology and Evolution.
Zambrano-Vega, C., Nebro, A.J., Aldana-Montes, J.F.(2016). MO-Phylogenetics: a phylogenetic inference software tool with multi-objective evolutionary metaheuristics . Methods in Ecology and Evolution. 7. (7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 800-805.
Zambrano-Vega, Cristian and Nebro, Antonio J and Aldana-Montes, Jose F(2015). Applying the principal Multiobjective Metaheuristic reference NSGA-II applied to the Computational Phylogenetics . REVISTA PUBLICANDO. 2. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--20. RML CONSULTORES REINA VICTORIA N25-33 \& AV COLON EDIFICIO BANCO GUAYAQUIL PISO 10 OFICINA 10-08, QUITO, 00000, ECUADOR
Zambrano-Vega, Cristian, Nebro, Antonio J., Aldana-Montes, Jose F. (2015). Applying the principal Multiobjective Metaheuristic reference NSGA-II applied to the Computational Phylogenetics . Revista Publicando.
Zambrano Vega, Cristian and Cedeno Munoz, Joel A and Pico Saltos, Roberto(2015). Performance analysis of a local search-based multiobjective algorithm proposal . REVISTA PUBLICANDO. 2. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 21--35. RML CONSULTORES REINA VICTORIA N25-33 \& AV COLON EDIFICIO BANCO GUAYAQUIL PISO 10 OFICINA 10-08, QUITO, 00000, ECUADOR
Zambrano Vega, Cristian, Cedeno Munoz, Joel A., Pico Saltos, Roberto (2015). Performance analysis of a local search-based multiobjective algorithm proposal . Revista Publicando.
CONFERENCE PAPER
Zambrano-Vega, C., Acosta, G., Loor, J., Suárez, B., Jaramillo, C., Oviedo, B.(2019). A Sales Route Optimization Mobile Application Applying a Genetic Algorithm and the Google Maps Navigation System . Advances in Intelligent Systems and Computing. 918. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 517-527.
Zambrano-Vega, C., Oviedo, B., Villamar-Torres, R., Botto-Tobar, M., Barros-Rodríguez, M.(2019). An overview of multiple sequence alignment methods applied to transmembrane proteins . Communications in Computer and Information Science. 895. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 410-419.
Zambrano-Vega, C., Oviedo, B., Chiquito Mindiola, J., Reyes Baque, J., Moncayo Carreño, O.(2019). Mobile biometric authentication by face recognition for attendance management software . Communications in Computer and Information Science. 895. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 521-530.
Oviedo, B., Zambrano-Vega, C., León-Acurio, J., Martinez, A.(2019). Simple bayesian classifier applied to learning . Communications in Computer and Information Science. 895. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 399-409.
Zambrano-Vega, C., Nebro, A.J., Aldana Montes, J.F., Oviedo, B.(2018). MORPHY: A multiobjective software tool for phylogenetic inference of protein coded sequences . Advances in Intelligent Systems and Computing. 721. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 719-731.
Zambrano-Vega, C., Nebro, A.J., García-Nieto, J., Aldana-Montes, J.F.(2017). A multi-objective optimization framework for multiple sequence alignment with metaheuristics . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10209 LNCS. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 245-256.
Nebro, Antonio J. and Zambrano-Vega, Cristian and Durillo, Juan and Aldana-Montes, Jos{\'e}(2015). A Study of Multiple Sequence Alignment With Multi-Objective Metaheuristics . 7th European Symposium on Computational Intelligence and Mathematics. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 156--161.
MAGAZINE ARTICLE
Zambrano-Vega, Cristian and Cardenas-Zea, Miriam and Aguirre-P{\'e}rez, Ricardo(2016). Un enfoque Multi-Objetivo a la optimización del Alineamiento Múltiple de Secuencias (MSA) . Latin American Journal of Computing. 3. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 43--51. Faculty of Systems Engineering National Polytechnic School