Guillaume Bourque
Orcid: 0000-0002-3933-9656
According to our database1,
Guillaume Bourque
authored at least 16 papers
between 2004 and 2023.
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Bibliography
2023
2022
Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data.
J. Stat. Softw., 2022
2020
Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data.
J. Mach. Learn. Res., 2020
Machine Learning Algorithms for Simultaneous Supervised Detection of Peaks in Multiple Samples andCell Types.
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020
2019
The epiGenomic Efficient Correlator (epiGeEC) tool allows fast comparison of user datasets with thousands of public epigenomic datasets.
Bioinform., 2019
Bioinform., 2019
The use of hyperspectral remote sensing to detect PCB contaminated soils in the 0.35 to 12 micron spectral range.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Nucleic Acids Res., 2018
2017
Optimizing ChIP-seq peak detectors using visual labels and supervised machine learning.
Bioinform., 2017
2015
PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data.
Proceedings of the 32nd International Conference on Machine Learning, 2015
2010
Bioinform., 2010
Prediction of low coverage prone regions for Illumina sequencing projects using a support vector machine.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2007
Proceedings of the Comparative Genomics, RECOMB 2007 International Workshop, 2007
2006
2005
Proceedings of the Comparative Genomics, 2005
2004
Improving Gene Network Inference by Comparing Expression Time-series across Species, Developmental Stages or Tissues.
J. Bioinform. Comput. Biol., 2004