FERNANDOMARTÍNEZ-PLUMED

Ph.D in Computer Science

Postdoctoral researcher in Artificial Intelligence in the Department of Information Systems and Computation (DSIC) at the Technical University of Valencia (UPV), Spain. Lecturer in the Master in Big Data Analytics. Teaching Assistant in the Máster Universitario en Investigación en Inteligencia Artificial at UIMP. I received a B.Sc. degree in Computer Science (2009), M.Sc. degree in Software Engineering, Formal Methods and Information Systems (2010), a Post-Graduate Diploma in Engineering Business Management (2011) and a Ph.D in Computer Science (2016) from UPV. My main research and academic interest encompasses several areas of Artificial Intelligence, machine learning, IRT, inductive programming, cognitive systems, data science and visualisation.

Recent Highlights

Research

GitHub

My Git repository

Google Scholar

My publication profile

The DMIP Team

My research team

Publications

2017 2016 2015 2014 2013 2012
  • Fernando Martínez-Plumed, Cèsar Ferri, José Hernández-Orallo, M. José Ramírez-Quintana, Learning with configurable operators and rl-based heuristics, First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012. Revised Selected Papers, volume 7765 of Lecture Notes in Computer Science (LNCS), pp 1-16. Springer-Verlag, 2012. [BibTex | Slides]
2011
  • Fernando Martínez-Plumed, Vicent Estruch, Cèsar Ferri, José Hernández-Orallo, M. José Ramírez-Quintana, Newton Trees, In Jiuyong Li (eds) 23rd Australasian Joint Conference on Artificial Intelligence (AI), Adelaide, South Australia, December 2010, LNCS series, Springer, vol 6464, pp 174-183, 2011 [BibTex | Slides]
2010
  • Fernando Martínez-Plumed, Vicent Estruch, Cèsar Ferri, José Hernández-Orallo, M. José Ramírez-Quintana, "Árboles de estimación estocástica de probabilidades: Newton Trees", Master Thesis, Technical University of Valencia, September 2010. [Slides]
  • Fernando Martínez-Plumed, Vicent Estruch, Cèsar Ferri, José Hernández-Orallo, M. José Ramírez-Quintana, "Valores Faltantes en Newton Trees", In Alicia Troncoso, Jose C. Riquelme (eds) V Symposium on Theory and Applications of Data Mining, TAMIDA 2010 (CEDI 2010) Valencia, Spain, September 2010, ISBN 978-84-92812-60-8, Garceta Grupo Editorial, pp 183-190, 2010 [BibTex | Slides]
  • Fernando Martínez-Plumed, Vicent Estruch, Cèsar Ferri, José Hernández-Orallo, M. José Ramírez-Quintana, "Newton Trees: Extended Report", Technical report DSIC-II/09/10, UPV, 2010.

Teaching

Master's degree in Informatics Engineering
  • Data Science (2017/18)
Master's degree in Big Data Analytics
  • Introduction to Business Intelligence (2014/15, 2015/16, 2016/17, 2017/18)
  • Visualisation of Medical Information (2015/16, 2016/17)
Máster Universitario en Investigación en Inteligencia Artificial
  • Ciencia de Datos y aprendizaje automático (2016/17, 2017/18)
Bachelor's Degree in Informatics Engineering
  • Strategic information systems (2013/14, 2014/15)

Tutorials and presentations

I think the internet is trying to kill me...We call itMachine Learning

Drop me a line

Address

Universitat Politècnica de València, DSIC (1F)

Camí de Vera 14, E-46071 València, Spain

Phone

34 963 87 70 00

(ext 73565)