Damian Roqueiro
Orcid: 0000-0002-9195-5915
According to our database1,
Damian Roqueiro
authored at least 21 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains.
PLoS Comput. Biol., 2024
2022
Predicting in vitro single-neuron firing rates upon pharmacological perturbation using Graph Neural Networks.
Frontiers Neuroinformatics, 2022
Assessing Different Feature Selection Methods Applied to a Bulk RNA Sequencing Dataset with Regard to Biomedical Relevance.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
2020
Knowl. Inf. Syst., 2020
2019
Temporal Convolutional Networks and Dynamic Time Warping can Drastically Improve the Early Prediction of Sepsis.
CoRR, 2019
CASMAP: detection of statistically significant combinations of SNPs in association mapping.
Bioinform., 2019
Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping.
Proceedings of the Machine Learning for Healthcare Conference, 2019
2018
Bioinform., 2018
Association mapping in biomedical time series via statistically significant shapelet mining.
Bioinform., 2018
2017
Bioinform., 2017
SigMod: an exact and efficient method to identify a strongly interconnected disease-associated module in a gene network.
Bioinform., 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
2015
<i>In silico</i> phenotyping via co-training for improved phenotype prediction from genotype.
Bioinform., 2015
2011
Analyzing mRNA and microRNA co-expression profiles to identify pathways and their potential regulators in ER+ and ER- breast tumors.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Prioritizing predicted cis-regulatory elements for co-expressed gene sets based on Lasso regression models.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Identifying Transcription Factors and microRNAs as Key Regulators of Pathways Using Bayesian Inference on Known Pathway Structures.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2007
Int. J. Parallel Emergent Distributed Syst., 2007
2006
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006