Investigador en el campo del reconocimiento de patrones y las técnicas Deep Learning aplicadas a la monitorización del movimiento del cuerpo humano y a las señales fisiológicas. Fue investigador en la universidad ETH de Suiza (Centro de investigación de Disney en Zurich), el European Centre for Soft Computing y el Centro de Domótica Integral. Premio Extraordinario de Doctorado.
Publicaciones científicas más destacadas
A stress-detection system based on physiological signals and fuzzy logic. A de Santos Sierra, CS Ávila, JG Casanova, GB Del Pozo. 2011. IEEE transactions on industrial electronics 58 (10), 4857-4865
Analysis of pattern recognition techniques for in-air signature biometrics. G Bailador, C Sanchez-Avila, J Guerra-Casanova, A de Santos Sierra. 2011. Pattern Recognition 44 (10-11), 2468-2478
Real time gesture recognition using continuous time recurrent neural networks
G Bailador, D Roggen, G Tröster, G Triviño. 2007. 2nd international ICST conference on body area networks
Authentication in mobile devices through hand gesture recognition. J Guerra-Casanova, C Sánchez-Ávila, G Bailador, A de Santos Sierra. 2012. International Journal of Information Security 11, 65-83
Application of the computational theory of perceptions to human gait pattern recognition
G Trivino, A Alvarez-Alvarez, G Bailador. Pattern Recognition 43 (7), 2572-2581. 2010.
Stress detection by means of stress physiological template. A de Santos Sierra, CS Ávila, GB Del Pozo, JG Casanova. 2011 third world congress on nature and biologically inspired computing, 131-136.
Real-time stress detection by means of physiological signals. A de Santos Sierra, CS Ávila, JG Casanova, GB Del Pozo. Recent application in biometrics 58, 4857-65. 2011.
Analysis of pattern recognition and dimensionality reduction techniques for odor biometrics. I Rodriguez-Lujan, G Bailador, C Sanchez-Avila, A Herrero. Knowledge-Based Systems 52, 279-289. 2013
Linguistic description of human body posture using fuzzy logic and several levels of abstraction. G Trivino, G Bailador. 2007 IEEE International Conference on Computational Intelligence. 2007.
Low computational cost multilayer graph-based segmentation algorithms for hand recognition on mobile phones. D de Santos-Sierra, MF Arriaga-Gómez, G Bailador, C Sánchez-Ávila. 2014 International Carnahan Conference on Security Technology (ICCST), 1-5. 2014.