Pau Bellot

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)

2015
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. DOI Google Scholar BibTex (851.49 KB)

2014
P. Bellot and Meyer, P. E., “Efficient combination of pairwise feature networks”, JMLR: Workshop and Conference Proceedings , vol. 46, pp. 77 - 84, 2014. Google Scholar BibTex (217.39 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)

Book Chapters and Books

2019
P. Bellot, Salembier, P., Pham, N. C., and Meyer, P. E., “Unsupervised GRN Ensemble”, in Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology , vol. 1883, New York, NY: Springer science, Humana Press, 2019, pp. 283-302. DOI Google Scholar BibTex

Conference Papers

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. Google Scholar BibTex (317 KB)

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

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

Demos and Resources

Network Inference Benchmarking

Software

Mar
2015