Pau Bellot
Contributions while at GPI
Journal Articles
“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) | ,
“NetBenchmark: a bioconductor package for reproducible benchmarks of gene regulatory network inference”, BMC Bioinformatics, vol. 16, 2015. (851.49 KB) | ,
“Efficient combination of pairwise feature networks”, JMLR: Workshop and Conference Proceedings , vol. 46, pp. 77 - 84, 2014. (217.39 KB) | ,
“Gene Expression Data Classification Combining Hierarchical Representation and Efficient Feature Selection”, Journal of Biological Systems, vol. 20, pp. 349-375, 2012. (711.35 KB) | ,
Book Chapters and Books
“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. | ,
Conference Papers
“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) | ,
“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) | ,
“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) | ,
“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) | ,
“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. | ,
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 |