David Gutiérrez Avilés

David Gutiérrez Avilés

Assistant Professor

Citations and socials

ORCID   ResearchGate   linkedIn

Prof. David Gutiérrez Avilés, Ph.D. is a Computer Science Engineer (University of Seville, 2010), Master in Software Engineering and Technology (University of Seville, 2013), Ph.D. (University of Seville, 2015). He is Assistant Professor in the area of Languages and Information Systems of University of Pablo de Olavide.

His main scientific achievement is the TrLab methodology to mining and evaluating of behavior patterns from large time-dependent datasets. This novel method extracts patterns from 3D large data using triclustering and genetic algorithms techniques. Through this research, several research productions and goals have been obtained: five JCR papers published, six conferences, a stay abroad in the University of Chile, belongings to one R&D team, a Regional project, and a National project; His Ph.D. thesis and intellectual property for the TrLab application.

The research lines of Prof. David Gutiérrez Avilés, Ph.D. are focused on: Electricity fraud detection in Big Data environments, On-line machine learning from Big data streaming, Analysis of Internet of Things protocols and sensor data analysis. Through this research, several research productions and goals have been obtained: 2 conference papers (in revision); belongings to an R&D team, a European project, a National projects, and 4 Business projects.

Teaching

OFFICE: F1.82

TUTORIALS: Monday and Wednesday from 11:00h to 14:00h

ADDA:

Publications

19 entries « 2 of 2 »

2014

D. Gutiérrez-Avilés and C. Rubio-Escudero and F. Martínez-Álvarez and J.C. Riquelme

TriGen: A genetic algorithm to mine triclusters in temporal gene expression data Journal Article

Neurocomputing, 132 , pp. 42-53, 2014.

Abstract | Links | BibTeX

2012

D. Gutiérrez-Avilés and F. Martínez-Álvarez and C. Rubio-Escudero and J. C. Riquelme

Finding motifs in DNA sequences Workshop

Spanish Conference on Technologies and Fuzzy Logic (ESTYLF'12), 2012.

BibTeX

2011

D. Gutiérrez-Avilés and C. Rubio-Escudero and J. C. Riquelme

Revisiting the yeast cell cycle problem with the improved TriGen algorithm Conference

2011 Third World Congress on Nature and Biologically Inspired Computing, 2011.

Links | BibTeX

D. Gutiérrez-Avilés and C. Rubio-Escudero and J. C. Riquelme

Unravelling the Yeast Cell Cycle Using the TriGen Algorithm Conference

Advances in Artificial Intelligence, 2011.

Links | BibTeX

19 entries « 2 of 2 »

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