Yves Moreau
Orcid: 0000-0002-4647-6560Affiliations:
- Catholic University of Leuven, Belgium
According to our database1,
Yves Moreau
authored at least 125 papers
between 1996 and 2024.
Collaborative distances:
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Bibliography
2024
Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions.
Appl. Math. Comput., March, 2024
MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information.
J. Chem. Inf. Model., 2024
2023
How good Neural Networks interpretation methods really are? A quantitative benchmark.
CoRR, 2023
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Editorial: Towards genome interpretation: Computational methods to model the genotype-phenotype relationship.
Frontiers Bioinform., 2022
Corrigendum to Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression: [Computer Methods and Programs in Biomedicine, Volume 208, (September 2021) 106180].
Comput. Methods Programs Biomed., 2022
Fast and accurate inference of gene regulatory networks through robust precision matrix estimation.
Bioinform., 2022
Augmenting THerapeutic Effectiveness Through Novel Analytics (ATHENA) - A Public and Private Partnership Project Funded by the Flemish Government (VLAIO).
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Splitting chemical structure data sets for federated privacy-preserving machine learning.
J. Cheminformatics, 2021
Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression.
Comput. Methods Programs Biomed., 2021
A novel method for data fusion over entity-relation graphs and its application to protein-protein interaction prediction.
Bioinform., 2021
In silico prediction of in vitro protein liquid-liquid phase separation experiments outcomes with multi-head neural attention.
Bioinform., 2021
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the Artificial Intelligence and Machine Learning, 2021
2020
PLoS Comput. Biol., 2020
J. Chem. Inf. Model., 2020
Longitudinal modeling of MS patient trajectories improves predictions of disability progression.
CoRR, 2020
2019
Fast semi-supervised discriminant analysis for binary classification of large data sets.
Pattern Recognit., 2019
Computational identification of prion-like RNA-binding proteins that form liquid phase-separated condensates.
Bioinform., 2019
GRNBoost2 and Arboreto: efficient and scalable inference of gene regulatory networks.
Bioinform., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification.
CoRR, 2018
Simulation of the propagation of a cylindrical shear wave : non linear and dissipative modelling.
CoRR, 2018
BMC Bioinform., 2018
Gene prioritization using Bayesian matrix factorization with genomic and phenotypic side information.
Bioinform., 2018
Ultra-fast global homology detection with Discrete Cosine Transform and Dynamic Time Warping.
Bioinform., 2018
pBRIT: gene prioritization by correlating functional and phenotypic annotations through integrative data fusion.
Bioinform., 2018
2017
IACR Cryptol. ePrint Arch., 2017
Macau: Scalable Bayesian factorization with high-dimensional side information using MCMC.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
2016
Highlights from the 11th ISCB Student Council Symposium 2015: Dublin, Ireland. 10 July 2015.
BMC Bioinform., February, 2016
A Comprehensive Comparison of Two MEDLINE Annotators for Disease and Gene Linkage: Sometimes Less is More.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Nucleic Acids Res., 2015
Problems with the nested granularity of feature domains in bioinformatics: the eXtasy case.
BMC Bioinform., 2015
NGS-Logistics: data infrastructure for efficient analysis of NGS sequence variants across multiple centers.
BMC Bioinform., 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Bioinform., 2014
Gene interaction networks boost genetic algorithm performance in biomarker discovery.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
BioData Min., 2013
Proceedings of the Engineering Applications of Neural Networks, 2013
Proceedings of the Engineering Applications of Neural Networks, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
AliBiMotif: Integrating alignment and biclustering to unravel transcription factor binding sites in DNA sequences.
Int. J. Data Min. Bioinform., 2012
A bioinformatics e-dating story: computational prediction and prioritization of receptor-ligand pairs.
BMC Bioinform., 2012
ReLiance: a machine learning and literature-based prioritization of receptor - ligand pairings.
Bioinform., 2012
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Proceedings of the Pattern Recognition in Bioinformatics, 2012
Proceedings of the Engineering Applications of Neural Networks, 2012
2011
Kernel-based Data Fusion for Machine Learning - Methods and Applications in Bioinformatics and Text Mining
Studies in Computational Intelligence 345, Springer, ISBN: 978-3-642-19405-4, 2011
Nucleic Acids Res., 2011
2010
Weighted hybrid clustering by combining text mining and bibliometrics on a large-scale journal database.
J. Assoc. Inf. Sci. Technol., 2010
BMC Bioinform., 2010
Estimating the individualized HIV-1 genetic barrier to resistance using a nelfinavir fitness landscape.
BMC Bioinform., 2010
Candidate gene prioritization by network analysis of differential expression using machine learning approaches.
BMC Bioinform., 2010
Biological knowledge bases using Wikis: combining the flexibility of Wikis with the structure of databases.
Bioinform., 2010
Network-Based Disease Candidate Gene Prioritization: Towards Global Diffusion in Heterogeneous Association Networks.
Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010
Towards Better Receptor-Ligand Prioritization: How Machine Learning on Protein-Protein Interaction Data Can Provide Insight Into Receptor-Ligand Pairs.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
2009
An experimental loop design for the detection of constitutional chromosomal aberrations by array CGH.
BMC Bioinform., 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Hybrid Clustering by Integrating Text and Citation Based Graphs in Journal Database Analysis.
Proceedings of the ICDM Workshops 2009, 2009
2008
Nucleic Acids Res., 2008
Estimation of an <i>in vivo</i> fitness landscape experienced by HIV-1 under drug selective pressure useful for prediction of drug resistance evolution during treatment.
Bioinform., 2008
Comparison of vocabularies, representations and ranking algorithms for gene prioritization by text mining.
Proceedings of the ECCB'08 Proceedings, 2008
2007
Estimating the Relative Contribution of dNTP Pool Imbalance and APOBEC3G/3F Editing to HIV Evolution <i>In Vivo</i>.
J. Comput. Biol., 2007
CATMA, a comprehensive genome-scale resource for silencing and transcript profiling of Arabidopsis genes.
BMC Bioinform., 2007
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007
2006
Analysis of HIV-1 <i>pol</i> sequences using Bayesian Networks: implications for drug resistance.
Bioinform., 2006
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006
Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006
2005
Nucleic Acids Res., 2005
arrayCGHbase: an analysis platform for comparative genomic hybridization microarrays.
BMC Bioinform., 2005
BioMart and Bioconductor: a powerful link between biological databases and microarray data analysis.
Bioinform., 2005
Proceedings of the Data Analysis and Visualization in Genomics and Proteomics, 2005
2004
A genetic algorithm for the detection of new cis-regulatory modules in sets of coregulated genes.
Bioinform., 2004
Using literature and data to learn Bayesian networks as clinical models of ovarian tumors.
Artif. Intell. Medicine, 2004
2003
INCLUSive: a web portal and service registry for microarray and regulatory sequence analysis.
Nucleic Acids Res., 2003
Eur. J. Control, 2003
Bayesian applications of belief networks and multilayer perceptrons for ovarian tumor classification with rejection.
Artif. Intell. Medicine, 2003
Text-Based Gene Profiling with Domain-Specific Views.
Proceedings of SWDB'03, 2003
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003
Biclustering microarray data by Gibbs sampling.
Proceedings of the European Conference on Computational Biology (ECCB 2003), 2003
Computational detection of cis-regulatory modules.
Proceedings of the European Conference on Computational Biology (ECCB 2003), 2003
2002
Proc. IEEE, 2002
PlantCARE, a database of plant cis-acting regulatory elements and a portal to tools for in silico analysis of promoter sequences.
Nucleic Acids Res., 2002
A Gibbs Sampling Method to Detect Overrepresented Motifs in the Upstream Regions of Coexpressed Genes.
J. Comput. Biol., 2002
Bioinform., 2002
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002
2001
A higher-order background model improves the detection of promoter regulatory elements by Gibbs sampling.
Bioinform., 2001
A Gibbs sampling method to detect over-represented motifs in the upstream regions of co-expressed genes.
Proceedings of the Fifth Annual International Conference on Computational Biology, 2001
Extended Bayesian Regression Models: A Symbiotic Application of Belief Networks and Multilayer Perceptrons for the Classification of Ovarian Tumors.
Proceedings of the Artificial Intelligence Medicine, 2001
1999
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999
1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998
1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997
1996
Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996