Dr. Francisco
J.
Veredas, Ph.D.
INTELIGENCIA COMPUTACIONAL Y ANÁLISIS DE IMAGEN (ICAI)- Grupo de Aplicaciones de Inteligencia Artificial en Salud (GAIAS)
Department of Languages and Computational Sciences
University of Málaga (Spain)
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"Life is what is happening while we are thinking what is life..."
I received the
M.Sc. and Ph.D. degrees in computer science from the University of
Málaga, Spain, in 1996, and 2004, respectively. My PhD thesis
was about correlated activity in networks of
spiking neurons. I have been working as a teacher in
computer programming languages from 1998 at the ‘Department of
Languages and Computational Sciences’, at the University of
Málaga. I develop my current research work at the group of
‘Computational Intelligence and Image Analysis’ of that
university. My
research interests relate to computational
neuroscience, computational intelligence and image analysis and their clinical and medical applications.
CURRENT RESEARCH PROJECTS
Forecasting
the Evolution of Pressure Ulcer Wounds with Artificial Intelligence
Techniques. Project funded by the Spanish Ministerio de Sanidad y
Consumo, Fondo de Investigación Sanitaria (FIS), id. PI060131. From
January 1st, 2007 to December 31th, 2009. Partners: Dpto. Lenguajes y
Ciencias de la Computación, University of Málaga; Escuela
Universitaria de Enfermería, Diputación Provincial de Málaga;
Distrito Sanitario de Málaga, Servicio Andaluz de Salud. P.I.: Francisco J. Veredas
Automatic
Tissue Recognition on Pressure Ulcer Digital Images wih
Artificial Intelligence Techniques. Project funded by the Andalusian
Consejería de Salud, Servicio Andaluz de Salud, Junta de Andalucía,
id. PI-0197/2007. From January 1st, 2008 to December 31th,
2009. Partners:
Dpto. Lenguajes y Ciencias de la Computación, University of Málaga;
Escuela Universitaria de Enfermería, Diputación Provincial de
Málaga; Distrito Sanitario de Málaga, Servicio Andaluz de Salud. P.I.: Francisco J. Veredas
RELEVANT
PUBLICATIONS
Veredas, F.J.; Mesa,
H.; Morente, L. Binary Tissue Classification on Wound Images With Neural Networks and Bayesian Classifiers. IEEE Transactions on Medical Imaging, 29(2). pp. 410-427. (2010).
Veredas, F.J.; Mesa,
H.; Morilla, J.C.; Morente, L. Predicting the Evolution of Pressure Ulcers. In Proceedings of the Third International Conference on Health Informatics (HEALTHINF 2010), Valencia (Spain), 20-23 Enero. (2010).
Veredas, F.J; Mesa, H; Morente, L. Tissue Recognition Approach to Pressure Ulcer Area Estimation with Neural Networks. Lecture Notes in Computer Science, 5517, pp. 1045-1052. (2009).
Veredas,
F.J; Mesa, H; Morente, L. Estimación Automática del Área de Úlceras por
Presión mediante Técnicas de Visión e Inteligencia Computacional. I+S Informática y Salud, 75, pp. 105-108. (2009).
Veredas, F.J.; Mesa,
H.; Morente, L. A Hybrid Learning Approach to Tissue Recognition in Wound Images. International Journal of Intelligent Computing and Cybernetics, Vol. 2(2), pp. 327-347 (2009).
Mesa,
H.; Veredas, F.J.; Morente, L. Tissue Recognition for Pressure Ulcer Evaluation. In Proceedings of
the 4th European Conference of the International Federation for Medical and Biological Engineering, MBEC'2008. Antwerp, Belgium. 23-27 november. pp. 1524-1527 ISBN: 978-3-540-89207-6. (2008)
Mesa,
H.; Veredas, F.J.; Morente, L. A Hybrid Approach for Tissue Recognition on Wound Images. In Proceedings of
the Eight International Conference on Hybrid Ingelligent Systems, HIS'2008. Barcelona, Spain. 10-12 september. pp. 120-125 (2008)
Veredas, F.J.; Mesa, H.; Martínez, L.A. Imprecise Correlated Activity in Self-Organizing Maps of Spiking Neurons. Neural Networks.. 21, pp. 810-816 (2008)
Mesa,
H.; Veredas, F.J.; Morente, L. Tissue Recognition on Pressure Ulcer
Images in Non Controlled Environments. In Proceedings of
the International Conference on Visualization, Imaging and Image Processing, VIIP'2008. Mallorca, Spain. pp. 35-40 (2008)
Mesa, H.;
Veredas, F.J. Integrate-and-Fire Neural Networks with Monosynaptic-Like
Correlated Activity. Lecture Notes in Computer Science 4668, pp.
539-548. (2007)
Veredas, F.J; Martínez, L.A; Mesa, H. Self-Organizing Maps of
Spiking Neurons with Reduced Precision of Correlated Firing. Lecture
Notes in Computer Science 4669, pp. 349-358. (2007)
Veredas, F.J.; Vico, F.J.; Alonso, J.M. Evolving networks of
integrate-and-fire neurons. Neurocomputing, 69(13-15), pp. 1561-1569.
(2006)
Veredas,
F.J.; Vico, F.J.; Alonso, J.M. Factors determining the precision of the
correlated firing generated by a monosynaptic connection. Journal of Physiology, 567(3), pp. 1057-1078 (2005)
Veredas, F.J.; Vico, F.J.; Alonso, J.M. Evolving networks of
integrate-and-fire neurons. Neurocomputing, 69(13-15), pp. 1561-1569 (2005)
Veredas,
F.J.; Vico, F.J.; Alonso, J.M. A computational tool to simulate
correlated activity in neural circuits. Journal of Neuroscience
Methods, 136(1), pp. 23-32 (2004)
Vico, F.J.; Mir, P; Veredas, F.J.; de La Torre, J. Animal-like
adaptive behavior. Artificial Intelligence in Engineering, 15 ,
pp. 5-12 (2001)
Vico, F.J.; Veredas, F.J.; Bravo, J.M.; Almaraz, J. Automatic desing
synthesis with artificial intelligence techniques. Artificial
Intelligence in Engineering, 13 (3), pp. 251-256 (1999)
Veredas, F.J. & Vico, F.J. Computación evolutiva
basada en un modelo de codificación implícita. Revista
Iberoamericana de Inteligencia Artificial, 5, pp. 20-25 (1998)
Veredas, F.J. A web-based simulator of spiking neurons for
correlated activity analysis. Proceeding of the International
Conference of Computational Methods in Sciences and Engineering, Vol.
1, pp 539-542. (2004)
Veredas, F.J., Alonso, J.M & Vico, F.J. Exploring Networks that
enerate Correlated Firing Consistent with Monosynaptic
Connections. Proceedings of Society for Neuroscience 30th Annual
Meeting. (2000)
Vico, F.J.; Guillén, M.J.; Burrezo, S.; Aguilar, J.; Polifeme,
C. & Veredas, F.J. A clustering method based on genetic
search and competitive learning. Proceedings of the 7th
International Conference on Neural Information Processing, Vol. 2, pp.
750-754. Taejon (Korea). (2000)
Veredas, F. J., Vico, F. J. & Guillén, M. J. Genetic
algorithms with implicit encoding for solving high-dimensional
optimization problems. Real Life Evolutionary Design Optimization'.
PPSN’2000, pp. 151-155. Paris (France). (2000)
Vico, F. J.; Guillén, M. J.; Veredas, F. J. & Polifeme,
C. Modeling the intrinsic dynamics of biological
speciation. Real Life Evolutionary Design Optimization'.
PPSN’2000. Paris (France), pp. 138-140. (2000)
Manzano, O.R., Veredas, F.; Guillén, M.J.; Vico, F.J. &
Román, J. Inhibitory unlearning: a mechanism for
increasing the storage capacity in an attractor network. Fourth
International Conference on Knowledge-Based Intelligent Engineering
Systems & Allied Technologies. KES'2000. Brighton (UK). (2000)
Torre, J., Vico, F.J. & Veredas, F. A Clustering Algorithm Based on
Competitive Learning. C. Dagli et al. (Eds.), Intelligent
Engineering Systems Through Artificial Neural Networks, 9 (Smart
Engineering System Design), pp. 765-770. St. Louis (MO). ASME Press,
NY. (1999)
Torre, J., Vico, F.J. & Veredas, F. Automatic Measurements on Knee
Implant X-ray Images. C. Dagli et al. (Eds.), Intelligent Engineering
Systems Through Artificial Neural Networks, 9 (Smart Engineering System
Design), pp. 969-974. St. Louis (MO). ASME Press, NY. (1999)
Vico, F.J., Bravo, J.M., Veredas, F., Redrejo, A. & Ortega, F.
Neural and Evolutionary Computation for Industrial Manufacturing.
Proceedings of the European Simulation Multiconference, pp. 81-86.
Istanbul (Turkey) (1997)
Bandera, C., Du, F., Bravo, J.M., Veredas, F., Vico, F.J., &
Ortega, F. Pork carcasses characterization with color
vision. Proceedings of the European Simulation Multiconference,
pp. 359-366. Istanbul (Turkey) (1997)
Vico, F.J., Mir, P., Montañez, M., Veredas, F. & Almaraz,
J. Animal Learning for Adaptive User Interfaces. II Jornadas de
Transferencia Tecnológica de Inteligencia Artificial, pp. 17-24.
Málaga (1997)
Redrejo, A., Veredas, F.J., Vico, F.J. & Rodríguez, O.
Optimización de trayectorias de reparto mediante algoritmos
genéticos. II Jornadas de Transferencia
Tecnológica de Inteligencia Artificial, pp.25-34. Málaga
(1997)
Veredas, F.J., Vico, F.J., Bravo, J.M., Redrejo, A. & Almaraz,J.
Artificial intellegence techniques for automatic industrial
design. II Jornadas de Transferencia Tecnológica de
Inteligencia Artificial, pp.53-58. Málaga (1997)
Vico, F.J., Bravo, J.M., Veredas, F.J. Ortega, F. & Mir, P. A
desing synthesis paradigm based on neural and genetic systems.
Proceedings Concurrent Engineering European Conference, pp. 149-153.
Nuremberg (Germany) (1997)
Francisco
J. Veredas
Dpto.
Lenguajes y Ciencias de la Computación
ETSI de Telecomunicación
Universidad
de Málaga
Bulevar
de Louis Pasteur s/n
Campus de Teatinos, 29071 Málaga (Spain)
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