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papers

Publications (7)

Learning interpretable models of phenotypes from whole genome sequences with the Set Covering Machine

Alexandre Drouin, SÃ©bastien GiguÃ¨re, Vladana Sagatovich +4

Large scale modeling of antimicrobial resistance with interpretable classifiers

Alexandre Drouin, FrÃ©dÃ©ric Raymond, GaÃ«l Letarte St-Pierre +3

Assemblathon 2: evaluating de novo methods of genome assembly in three vertebrate species

Keith R. Bradnam, Joseph N. Fass, Anton Alexandrov +88

Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance

Alexandre Drouin, SÃ©bastien GiguÃ¨re, Maxime DÃ©raspe +3

Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data

Mohak Shah, Mario Marchand, Jacques Corbeil

Improved design and screening of high bioactivity peptides for drug discovery

SÃ©bastien GiguÃ¨re, FranÃ§ois Laviolette, Mario Marchand +4

Learning a peptide-protein binding affinity predictor with kernel ridge regression

SÃ©bastien GiguÃ¨re, Mario Marchand, FranÃ§ois Laviolette +2