Héctor Corrada Bravo

According to our database1, Héctor Corrada Bravo authored at least 27 papers between 2005 and 2021.

Collaborative distances:



In proceedings 
PhD thesis 


On csauthors.net:


Multivariable association discovery in population-scale meta-omics studies.
PLoS Comput. Biol., 2021

Improving Deep Learning Interpretability by Saliency Guided Training.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Terminus enables the discovery of data-driven, robust transcript groups from RNA-seq data.
Bioinform., 2020

Epiviz File Server: Query, transform and interactively explore data from indexed genomic files.
Bioinform., 2020

Proactive visual and statistical analysis of genomic data in Epiviz.
Bioinform., 2020

Benchmarking Deep Learning Interpretability in Time Series Predictions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

<i>microbiomeDASim</i>: Simulating longitudinal differential abundance for microbiome data.
F1000Research, 2019

Yanagi: Fast and interpretable segment-based alternative splicing and gene expression analysis.
BMC Bioinform., 2019

metagenomeFeatures: an R package for working with 16S rRNA reference databases and marker-gene survey feature data.
Bioinform., 2019

Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Epiviz Web Components: reusable and extensible component library to visualize functional genomic datasets.
F1000Research, 2018

Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks.
CoRR, 2018

Bioinformatics of DNA [Scanning the Issue].
Proc. IEEE, 2017

Yanagi: Transcript Segment Library Construction for RNA-Seq Quantification.
Proceedings of the 17th International Workshop on Algorithms in Bioinformatics, 2017

Privacy-preserving microbiome analysis using secure computation.
Bioinform., 2016

BatchQC: interactive software for evaluating sample and batch effects in genomic data.
Bioinform., 2016

methylFlow: cell-specific methylation pattern reconstruction from high-throughput bisulfite-converted DNA sequencing.
Bioinform., 2016

Epiviz: a view inside the design of an integrated visual analysis software for genomics.
BMC Bioinform., December, 2015

BlindCall: ultra-fast base-calling of high-throughput sequencing data by blind deconvolution.
Bioinform., 2014

Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays.
Bioinform., 2014

The partitioned LASSO-patternsearch algorithm with application to gene expression data.
BMC Bioinform., 2012

Gene expression anti-profiles as a basis for accurate universal cancer signatures.
BMC Bioinform., 2012

Increased Methylation Variation in Epigenetic Domains across Cancer Types.
Proceedings of the Research in Computational Molecular Biology, 2012

Estimating Tree-Structured Covariance Matrices via Mixed-Integer Programming.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Automated classification of bird and amphibian calls using machine learning: A comparison of methods.
Ecol. Informatics, 2009

Optimizing mpf queries: decision support and probabilistic inference.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment.
Proceedings of the Inductive Logic Programming, 15th International Conference, 2005