Albert Oliveras


Albert Oliveras received, the Technical Engineer degree from the EUETT "La Salle Bonanova in 1983, M.S. in Computer Science in 1989 and Ph. D. in Computer Science in 1997, both from the Universitat Politècnica de Catalunya-UPC at Computer Science Faculty (FIB) in Barcelona.

From 1982 to 1985 he worked at Bioingenieria S.A., Barcelona-Spain, in the application of digital signal processing to the analysis of human biological signals.

From October 1989 to September 1992, he was assistant professor of Computer Architecture and Technology in the UPC Computer Science Faculty in Barcelona. In October 1992, he joined at the Signal Theory and Communications Department of the UPC where he teaches Digital Signal and Image Processing and Digital Signal Processors applications.

His current research interests includes nonlinear image and signal processing, mathematical morphology and non-linear processing and its applications to biological signal processing.

Journal Articles top

A. Roisman, Navarro, A., Clot, G., Castellano, G., Gonzalez-Farre, B., Pérez-Galan, P., Esteve, A., Dabad, M., Heath, S., Gut, M., Bosio, M., Bellot, P., Salembier, P., Oliveras, A., Slavusky, I., Magnano, L., Horn, H., Rosenwald, A., Ott, G., Aymerich, M., López-Guillermo, A., Jares, P., Martín-Subero, J. I., Campo, E., and Hernández, L., Differential expression of long non-coding RNAs related to proliferation and histological diversity in follicular lymphomas, British Journal of Haematology, vol. 184, no. 3, pp. 373-383, 2019. (980.9 KB)
P. Bellot, Olsen, C., Salembier, P., Oliveras, A., and Meyer, P. E., NetBenchmark: a bioconductor package for reproducible benchmarks of gene regulatory network inference, BMC Bioinformatics, vol. 16, 2015. (851.49 KB)
M. Bosio, Bellot, P., Salembier, P., and Oliveras, A., Gene Expression Data Classification Combining Hierarchical Representation and Efficient Feature Selection, Journal of Biological Systems, vol. 20, pp. 349-375, 2012. (711.35 KB)
A. Oliveras and Espel-Masferrer, E., Elevated basal hepcidin levels in the liver may inhibit the development of malaria infection: Another piece towards solving the malaria puzzle?, Medical hypotheses, vol. 70, pp. 630–634, 2008.
P. Salembier, Oliveras, A., and Garrido, L., Antiextensive connected operators for image and sequence processing, IEEE transactions on image processing, vol. 7, pp. 555–570, 1998. (487.58 KB)

Conference Papers top

P. Bellot, Salembier, P., Oliveras, A., and Meyer, P. E., Study of Normalization and Aggregation Approaches for Consensus Network Estimation, in 2015 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Artificial Life (2015 IEEE ALIFE), Cape Town, South Africa, 2015. (317 KB)
M. Bosio, Salembier, P., Bellot, P., and Oliveras, A., Hierarchical Clustering Combining Numerical and Biological Similarities for Gene Expression Data Classification, in 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13) , Osaka, Japan, 2013. (435.72 KB)
M. Bosio, Salembier, P., Oliveras, A., and Bellot, P., Ensemble learning and hierarchical data representation for microarray classification, in 13th IEEE International Conference on BioInformatics and BioEngineering BIBE, Chania, Crete, 2013. (241.56 KB)
M. Bosio, Bellot, P., Salembier, P., and Oliveras, A., Microarray classification with hierarchical data representation and novel feature selection criteria, in IEEE 12th International Conference on BioInformatics and BioEngineering, Larnaca, Cyprus, 2012. (513.59 KB)
M. Bosio, Bellot, P., Salembier, P., and Oliveras, A., Multiclass cancer microarray classification algorithm with Pair-Against-All redundancy, in The 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS’12), Washington, DC, USA, 2012.

Research Areas top

Biomedical Applications Internal Jan

Demos and Resources top