Alfredo Vellido / research
>Universal ethical code for scientists (2006)< (Council for Science and Technology, UK. CST report)
Research areas: Machine Learning and Computational Intelligence. Medical,
business, environmental, and other applications
Research projects
Currently working, as a main researcher (investigador principal - IP) in AIDTumour, a MICINN research project in the area of decision support in brain tumour diagnosis. Please visit the official webpage
For older projects of the SOCO Research Group, you can find further information here
Miembro de la Red Española de Minería de Datos y Aprendizaje (Spanish Data Mining Network)
Research students
| PhD |
MSc |
| Already
doctors: Iván Olier (Variational Bayesian Algorithms for Generative Topographic Mapping and its Extensions. Awarded, Dec'08.) Raúl Cruz (Generative Manifold Learning for the Exploration of Partially Labeled Data. Awarded, Sept'09) Carlos Julio Arizmendi (Signal
Processing Techniques for Brain Tumour Diagnosis from Magnetic
Resonance Spectroscopy Data. Awarded,
Feb'12) Doctors-to-be: Vicent Ribas
(Machine Learning Techniques for the
Analysis of the ICU Outcome of Sepsis Patients. Expected,
June'12) Sandra Ortega (Characterizing Brain Tumours through Matrix Factorization. Expected, September'12) David García (Churn analysis of a telecommunications market
through clustering and visualization. Expected,
December'12) Albert Vilamala
(Ensemble Methods for the Analysis of MRS
Data in Brain
Tumour Diagnosis.) Alessandra Tosi
(Distortion Visualization for Nonlinear
Dimensionality Reduction Methods) Martha Ivón Cárdenas (Kernel Visualization Methods in Pharmacoproteomics)
|
Jorge
Velazco (detailed
assessment
of FRD-GTM. Awarded, June'08) Julià Amengual (Advanced Statistical Machine Learning Methods for the Analysis of Neurophysiologic Data with Medical Application. Thesis succesfully defended, June'10) Martha Ivón Cardenas (Kernel-Based Manifold Visualization of GPCR Sequences. Thesis succesfully defended, June'11) |
Paulo JG Lisboa (Neural Computation. Liverpool John Moores University. Liverpool, UK)
Wael El-Deredy (Cognition and Cognitive Neuroscience. The University of Manchester. Manchester, UK)
Adriano O
Andrade
(Biomedical Engineering Laboratory. Federal University of Uberlandia,
Brasil)
Eugenia Martí
(CEAB-CSIC. Blanes, Spain) Quim Comas
(LEQUIA, Universitat de Girona. Girona, Spain)
last updated 13/02/12