Citations and socials
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 he has an Executive Master in Innovation (EOI, Spain, 2016). He is Associate Professor of Computer Science (Profesor Titular de Universidad), in the area of Languages and Information Systems at the University of Pablo de Olavide. He is the author of more than 28 publications in impact journals according to JCR (20 of them between Q1 and Q2) and author of more than 30 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 12 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
2011 |
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. |
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. |
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. |
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. |
2010 |
Alpha Helix Prediction Based on Evolutionary Computation Conference Pattern Recognition in Bioinformatics, 2010, ISBN: 978-3-642-16001-1. |
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. |
2009 |
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. |
2003 |
Extendiendo la Semantica de los datos en Aprendizaje Supervisado Conference X Conferencia de la Asociacion Española para la Inteligencia Artificial (CAEPIA 2003), 2003. |