Mattia Bosio

Contributions while at GPI

Journal Articles

2019
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. DOI Google Scholar BibTex (980.9 KB)

2012
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. DOI Google Scholar BibTex (711.35 KB)

Conference Papers

2013
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. Google Scholar BibTex (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. Google Scholar BibTex (241.56 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. Google Scholar BibTex (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. Google Scholar BibTex

2011
M. Bosio, Bellot, P., Salembier, P., and Oliveras, A., “Feature set enhancement via hierarchical clustering for microarray classification”, in IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2011, 2011, pp. 226 -229. DOI Google Scholar BibTex (254.44 KB)

Theses

2014
M. Bosio, “Hierarchical information representation and efficient classification of gene expression microarray data”, Universitat Politecnica de Catalunya, Barcelona, 2014. Google Scholar BibTex (2.76 MB)

Projects

	BigGraph - Heterogeneous information and graph signal processing for the Big Data era. Application to high-throughput, remote sensing, multimedia and human computer interfaces.	National	Jan 2014	Dec 2017
	SGR14 - Image and Video Processing Group	National	Jan 2014	Apr 2017
	MuViPro - Multicamera Video Processing	National	Jan 2011	Aug 2014
	GENSIPS - Aplicació de les eines de Tractament Digital del senyal al ànàlisi de les dades generades en l'estudi del cáncer	Other	Jul 2010	Jun 2014
	SGR09 - Processament de Video Multicamera	National	Oct 2009	Dec 2013

Demos and Resources

Knowledge integration treelet

Software

Oct
2013