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Hire Dr. Cristian Z.

Ecuador

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

Profile Summary

PhD in Computer Science. Professor of State Technical University of Quevedo - Ecuador.

Subject Matter Expertise

• ☆ Computational Biology
• ☆ Molecular Biology
• ☆ Omics
• ☆ Transcriptomics
• ☆ Genomics
• ☆ Molecular Evolution
• ☆ Next Generation Sequencing (NGS)
• ☆ Genome Sequencing
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Phylogenetics
• ☆ Python
• ☆ Matlab
• ☆ SQL
• ☆ Java
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Markup Languages

Services

• Data & AI

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. p. 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. p. 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. p. 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. p. 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. p. 1004-1015.

Oviedo, B., Zambrano-Vega, C.(2020). Educational database analysis using simple bayesian classifier . Lecture Notes in Networks and Systems. 69. p. 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. p. 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). p. 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). p. 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). p. 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). p. 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). p. 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). p. 30-46.

Zambrano-Vega, C., Oviedo, B., Moncayo, O.(2020). Un enfoque multiobjetivo al alineamiento mútiple de secuencias . Investigacion Operacional. 41. (4). p. 573-585.

Oviedo, B., Zambrano-Vega, C., Gómez-Gómez, J.(2020). Red bayesiana jerárquica para analizar datos educativos . Investigacion Operacional. 41. (4). p. 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). p. 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). p. 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). p. 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). p. 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). p. 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). p. 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). p. 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). p. 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). p. 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). p. 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). p. 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. p. 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. p. 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. p. 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. p. 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. p. 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. p. 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. p. 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). p. 43--51. Faculty of Systems Engineering National Polytechnic School