Christine Sinoquet

A Survey on Latent Tree Models and Applications

Raphaël Mourad, Christine Sinoquet, Nevin L. Zhang et al. · Journal of Artificial Intelligence Research · 2013 · 83 citations · Full text

Computing, Data Science, Data Mining +14

A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-wide association studies

Raphaël Mourad, Christine Sinoquet, Philippe Leray · BMC Bioinformatics · 2011 · 63 citations · Full text

Life Sciences, Biostatistics, Genetics +17

Time Series Analysis and Modeling to Forecast: a Survey

Fatoumata Dama, Christine Sinoquet · arXiv (Cornell University) · 2021 · 30 citations · Full text

Computing, Data Science, Forecasting +16

SMMB: a stochastic Markov blanket framework strategy for epistasis detection in GWAS

Clément Niel, Christine Sinoquet, Christian Dina et al. · Bioinformatics · 2018 · 21 citations · Full text

Life Sciences, Biostatistics, Genetics +14

Temporal constraints of a gene regulatory network: Refining a qualitative simulation

Jamil Ahmad, Jérémie Bourdon, Damien Eveillard et al. · Biosystems · 2009 · 15 citations

Life Sciences, Genetics, Molecular Biology +14