Damian Roqueiro

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 12

Top Topics

Gaussian Process

Linkage Disequilibrium

Statistically Significant

Dynamic Time Warping

Top Venues

Frontiers Neuroinformatics

Publications

Damir Zhakparov, Kathleen Moriarty, Nonhlanhla Lunjani, Marco Schmid, Carol Hlela, Michael Levin, Avumile Mankahla, SOS-ALL Consortium, Cezmi Akdis, Liam O'Mahony, Katja Baerenfaller, Damian Roqueiro
Assessing Different Feature Selection Methods Applied to a Bulk RNA Sequencing Dataset with Regard to Biomedical Relevance. PKDD/ECML Workshops (2) (2022)
Taehoon Kim, Dexiong Chen, Philipp Hornauer, Vishalini Emmenegger, Julian Bartram, Silvia Ronchi, Andreas Hierlemann, Manuel Schröter, Damian Roqueiro
Predicting in vitro single-neuron firing rates upon pharmacological perturbation using Graph Neural Networks. Frontiers Neuroinformatics 16 (2022)
Xiao He, Thomas Gumbsch, Damian Roqueiro, Karsten M. Borgwardt
Kernel conditional clustering and kernel conditional semi-supervised learning. Knowl. Inf. Syst. 62 (3) (2020)
Felipe Llinares-López, Laetitia Papaxanthos, Damian Roqueiro, Dean A. Bodenham, Karsten M. Borgwardt
CASMAP: detection of statistically significant combinations of SNPs in association mapping. Bioinform. 35 (15) (2019)
Michael Moor, Max Horn, Bastian Rieck, Damian Roqueiro, Karsten M. Borgwardt
Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping. MLHC (2019)
Michael Moor, Max Horn, Bastian Rieck, Damian Roqueiro, Karsten M. Borgwardt
Temporal Convolutional Networks and Dynamic Time Warping can Drastically Improve the Early Prediction of Sepsis. CoRR (2019)
Christian Bock, Thomas Gumbsch, Michael Moor, Bastian Rieck, Damian Roqueiro, Karsten M. Borgwardt
Association mapping in biomedical time series via statistically significant shapelet mining. Bioinform. 34 (13) (2018)
Matteo Togninalli, Damian Roqueiro, COPDGene Investigators, Karsten M. Borgwardt
Accurate and adaptive imputation of summary statistics in mixed-ethnicity cohorts. Bioinform. 34 (17) (2018)
Xiao He, Thomas Gumbsch, Damian Roqueiro, Karsten M. Borgwardt
Kernel Conditional Clustering. ICDM (2017)
Xiao He, Limin Li, Damian Roqueiro, Karsten M. Borgwardt
Multi-view Spectral Clustering on Conflicting Views. ECML/PKDD (2) (2017)
Felipe Llinares-López, Laetitia Papaxanthos, Dean A. Bodenham, Damian Roqueiro, COPDGene Investigators, Karsten M. Borgwardt
Genome-wide genetic heterogeneity discovery with categorical covariates. Bioinform. 33 (12) (2017)
Yuanlong Liu, Myriam Brossard, Damian Roqueiro, Patricia Margaritte-Jeannin, Chloé Sarnowski, Emmanuelle Bouzigon, Florence Demenais
SigMod: an exact and efficient method to identify a strongly interconnected disease-associated module in a gene network. Bioinform. 33 (10) (2017)
Damian Roqueiro, Menno J. Witteveen, Verneri Anttila, Gisela M. Terwindt, Arn M. J. M. van den Maagdenberg, Karsten M. Borgwardt
phenotyping via co-training for improved phenotype prediction from genotype. Bioinform. 31 (12) (2015)
Hong Hu, Damian Roqueiro, Yang Dai
Prioritizing predicted cis-regulatory elements for co-expressed gene sets based on Lasso regression models. EMBC (2011)
Damian Roqueiro, Lei Huang, Yang Dai
Identifying Transcription Factors and microRNAs as Key Regulators of Pathways Using Bayesian Inference on Known Pathway Structures. BIBM (2011)
Lei Huang, Damian Roqueiro, Yang Dai
Analyzing mRNA and microRNA co-expression profiles to identify pathways and their potential regulators in ER+ and ER- breast tumors. EMBC (2011)
Damian Roqueiro, Jonna Frasor, Yang Dai
BindSDb: A binding-information spatial database. BIBM Workshops (2010)
Damian Roqueiro, Valery A. Petrushin
Counting people using video cameras. Int. J. Parallel Emergent Distributed Syst. 22 (3) (2007)
Bradley P. Allen, Valery A. Petrushin, Damian Roqueiro, Gang Wei
Semantic Web Techniques for Searching and Navigating Video Shots in BBC Rushes. TRECVID (2006)
Valery A. Petrushin, Gang Wei, Omer Shakil, Damian Roqueiro, Anatole Gershman
Multiple-Sensor Indoor Surveillance System. CRV (2006)