Gualberto Asencio Cortés

Gualberto Asencio Cortés

Associate Professor

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Prof. Gualberto Asencio Cortés, Ph.D. is a Computer Science Engineer (University of Seville, 2008), Master in Software Engineering and Technology (University of Seville, 2010), Ph.D. (University of Pablo de Olavide, 2013) and has an Executive Master in Innovation (EOI, Spain, 2016). He is Associate Professor of Computer Science, in the area of ​​Languages ​​and Information Systems at the University of Pablo de Olavide. He is the author of 21 publications in impact journals according to JCR (18 of them between Q1 and Q2) and author of more than 22 articles in international and national conferences, most of them published in LNCS and LNBI. He has participated in three projects of the National Plan and three more of the Andalusian Research Plan. He is an editor of PLOS ONE (IF: 2.806, Q1), a regular reviewer of journals indexed in JCR (PLOS ONE, Bioinformatics, Neurocomputing, Computer and Geosciences, etc.) and member of the program committee in numerous international conferences. He has participated in more than 7 technology transfer contracts between the university and the company, including ISOTROL, Red Eléctrica Española and DETEA. He has 5 months of international research stays and 3 national months.

The research lines of Prof. Gualberto Asencio Cortés, Ph.D. are focused on data mining, machine learning, prediction of time series and bioinformatics, with different fields of application: prediction of natural series (seismic, air quality, meteorological, agronomic, …), prediction of electricity consumption and market prices, prediction of urban traffic, as well as bioinformatics in prediction of biological structures. He has also been data scientist and member of the steering committee responsible for artificial intelligence and data science technologies at the private company easytosee AgTech SL for more than 2 years (2015-2017).

Publications

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2011

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

A multi-objective genetic algorithm for the Protein Structure Prediction Conference

2011 11th International Conference on Intelligent Systems Design and Applications, 2011, ISSN: 2164-7151.

Links | BibTeX

G. Asencio-Cortes and J. S. Aguilar-Ruiz

Predicting protein distance maps according to physicochemical properties Conference

8 , 2011, ISSN: 1613-4516.

Links | BibTeX

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

Residue-Residue Contact Prediction Based on Evolutionary Computation Conference

5th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2011), Springer Berlin Heidelberg, 2011, ISBN: 978-3-642-19914-1.

Abstract | BibTeX

G. Asencio-Cortes and J. S. Aguilar-Ruiz and A. E. Marquez-Chamorro

Prediction of Protein Distance Maps by Assembling Fragments According to Physicochemical Similarities Conference

5th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2011), 2011, ISBN: 978-3-642-19914-1.

Abstract | BibTeX

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

An Evolutionary Approach for Protein Contact Map Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011, ISBN: 978-3-642-20389-3.

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G. Asencio-Cortes and J. S. Aguilar-Ruiz and A. E. Marquez-Chamorro

A Nearest Neighbour-Based Approach for Viral Protein Structure Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011, ISBN: 978-3-642-20389-3.

Abstract | BibTeX

C. E. Santiesteban-Toca and A. E. Marquez-Chamorro and G. Asencio-Cortes and J. S. Aguilar-Ruiz

A Decision Tree-Based Method for Protein Contact Map Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011, ISBN: 978-3-642-20389-3.

Abstract | BibTeX

2010

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

Alpha Helix Prediction Based on Evolutionary Computation Conference

Pattern Recognition in Bioinformatics, 2010, ISBN: 978-3-642-16001-1.

Abstract | BibTeX

G. Asencio-Cortes and J. S. Aguilar-Ruiz

Importancia de las Propiedades Fisico-Quimicas de los Aminoacidos en la Prediccion de Estructuras de Proteinas usando Vecinos mas Cercanos Conference

XV Congreso Español sobre Tecnologias y Logica Fuzzy, ISBN: 978-84-92944-02-6., 2010.

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2009

G. Asencio-Cortes and J. S. Aguilar-Ruiz

Prediccion de Estructuras de Proteinas mediante Vecinos mas Cercanos usando Caracteristicas Inherentes a los Aminoacidos Conference

II Workshop Español sobre Extraccion y Validacion de Conocimientos en Base de Datos Biomedicas, 2009.

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2003

G. Asencio-Cortes and J. C. Riquelme and J. S. Aguilar-Ruiz and F. Ferrer-Troyano

Extendiendo la Semantica de los datos en Aprendizaje Supervisado Conference

X Conferencia de la Asociacion Española para la Inteligencia Artificial (CAEPIA 2003), 2003.

Abstract | BibTeX

41 entries « 3 of 3 »