Pau Bellot

Position e-mail
PhD Candidate pau.bellot@upc.edu
Office Phone
D5-120 +34 934 011 627

Biography

I received electrical engineering degree from the Technical University of Catalonia (UPC), Barcelona, Spain, in 2011.

I got my PhD at the Technical University of Catalonia (UPC), in the Image Processing group. My research work is mainly focused on developing digital signal processing techniques to infer gene regulatory networks from gene expression data.

The PhD is performed under the supervision of Philippe Salembier, Patrick E. Meyer and also advised by Albert Oliveras.

Conference Papers top

2015
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)
2013
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, 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)
2012
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.

Demos and Resources top

Network Inference Benchmarking Software Mar
2015