Sample Boosting Algorithm (SamBA)-An interpretable greedy ensemble classifier based on local expertise for fat data

Bauvin B et al. (PMLR 216:130–140, 2023)

Integrating and Reporting Full Multi-View Supervised Learning Experiments Using SuMMIT

Bauvin B et al. (PMRL 183:139–150, 2022)

Generative Flow Networks

Bengio Y. (Yoshua Bengio Web Page 2023)

Flexible protein database based on amino acid k-mers

Déraspe  M. et al (Sci Rep 2022 Jun 1;12(1):9101)

HMDB 5.0: the Human Metabolome Database for 2022

Wishart D. et al (Nucleic Acids Res 2022 Jan 7;50(D1):D622-D631.

On the robustness of generalization of drug– drug interaction models

Kpanou R et al. (BMC Bioinformatic, 2021 Oct 4;22(1):477).

Machine learning analysis identifies genes differentiating triple negative breast cancers

Kothari C. et al. (Sci Rep, 2020 Jun 26;10(1):10464.)

Mass spectra alignment using virtual lock-masses

Brochu F. et al. (Sci Rep, 2019 Jun 11;9(1):8469)

Predicting Ion Mobility Collision Cross-Sections Using a Deep Neural Network: DeepCCS

Plante PL. et al. (Ana Chem, 2019 Apr 16;91(8):5191-5199)

Interpretable genotype-to-phenotype classifiers with performance guarantees

Drouin A. et al (Sci Rep, 2019 Mar 11;9(1):4071 )