François Laviolette - Publications, H-index & Citations

François Laviolette

laval university

32H指数

163论文数

1.3W被引数

收录论文 18

发表时间

Flexible protein database based on amino acid k-mers

SCIENTIFIC REPORTS

IF3.9

2022-06-01

OAAI

Deraspe, Maxime; Boisvert, Sebastien; Laviolette, Francois; Roy, Paul H.; Corbeil, Jacques

Are Machine Learning Algorithms More Accurate in Predicting Vegetable and Fruit Consumption Than Traditional Statistical Models? An Exploratory Analysis

FRONTIERS IN NUTRITION

IF5.1

2022-02-17

OAAI

Cote, Melina; Osseni, Mazid Abiodoun; Brassard, Didier; Carbonneau, Elise; Robitaille, Julie; Vohl, Marie-Claude; Lemieux, Simone; Laviolette, Francois; Lamarche, Benoit

Exploring polypharmacy with artificial intelligence: data analysis protocol

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2021-07-20

OAAI

Sirois, Caroline; Khoury, Richard; Durand, Audrey; Deziel, Pierre-Luc; Bukhtiyarova, Olga; Chiu, Yohann; Talbot, Denis; Bureau, Alexandre; Despres, Philippe; Gagne, Christian; Laviolette, Francois; Savard, Anne-Marie; Corbeil, Jacques; Badard, Thierry; Jean, Sonia; Simard, Marc

Fast greedy C-bound minimization with guarantees 具有保证的快速贪婪C-边界最小化

MACHINE LEARNING

IF2.9

2020-09-23

OAAI

Bauvin, Baptiste; Capponi, Cecile; Roy, Jean-Francis; Laviolette, Francois

Machine learning analysis identifies genes differentiating triple negative breast cancers

SCIENTIFIC REPORTS

IF3.9

2020-06-26

OAAI

Kothari, Charu; Osseni, Mazid Abiodoun; Agbo, Lynda; Ouellette, Genevieve; Deraspe, Maxime; Laviolette, Francois; Corbeil, Jacques; Lambert, Jean-Philippe; Diorio, Caroline; Durocher, Francine

Machine learning-based models of sawmills for better wood allocation planning

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2020-04-01

PREAI

Morin, Michael; Gaudreault, Jonathan; Brotherton, Edith; Paradis, Frederik; Rolland, Amelie; Wery, Jean; Laviolette, Francois

PAC-Bayes and domain adaptation Pac-bayes和领域适应

NEUROCOMPUTING

IF6.5

2020-02-01

OAAI

Germain, Pascal; Habrard, Amaury; Laviolette, Francois; Morvant, Emilie

Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Cote-Allard, Ulysse; Gagnon-Turcotte, Gabriel; Phinyomark, Angkoon; Glette, Kyrre; Scheme, Erik J.; Laviolette, Francois; Gosselin, Benoit

A Low-Cost, Wireless, 3-D-Printed Custom Armband for sEMG Hand Gesture Recognition

SENSORS

IF3.5

2019-06-24

OAAI

Cote-Allard, Ulysse; Gagnon-Turcotte, Gabriel; Laviolette, Francois; Gosselin, Benoit

Mass spectra alignment using virtual lock-masses

SCIENTIFIC REPORTS

IF3.9

2019-06-11

OAAI

Brochu, Francis; Plante, Pier-Luc; Drouin, Alexandre; Gagnon, Dominic; Richard, Dave; Durocher, Francine; Diorio, Caroline; Marchand, Mario; Corbeil, Jacques; Laviolette, Francois

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

ANALYTICAL CHEMISTRY

IF6.7

2019-04-01

136

OAAI

Plante, Pier-Luc; Francovic-Fontaine, Elina; May, Jody C.; McLean, John A.; Baker, Erin S.; Laviolette, Francois; Marchand, Mario; Corbeil, Jacques

Interpretable genotype-to-phenotype classifiers with performance guarantees

SCIENTIFIC REPORTS

IF3.9

2019-03-11

OAAI

Drouin, Alexandre; Letarte, Gael; Raymond, Frederic; Marchand, Mario; Corbeil, Jacques; Laviolette, Francois

Phenetic Comparison of Prokaryotic Genomes Using k-mers 使用k-mers进行原核基因组的物候比较

MOLECULAR BIOLOGY AND EVOLUTION

IF5.3

2017-07-16

OAAI

Deraspe, Maxime; Raymond, Frederic; Boisvert, Sebastien; Culley, Alexander; Roy, Paul H.; Laviolette, Francois; Corbeil, Jacques

Risk upper bounds for general ensemble methods with an application to multiclass classification

NEUROCOMPUTING

IF6.5

2017-01-01

OAAI

Laviolette, Francois; Morvant, Emilie; Ralaivola, Liva; Roy, Jean-Francis

Predictive computational phenotyping and biomarker discovery using reference-free genome comparisons

BMC GENOMICS

IF3.7

2016-09-26

OAAI

Drouin, Alexandre; Giguere, Sebastien; Deraspe, Maxime; Marchand, Mario; Tyers, Michael; Loo, Vivian G.; Bourgault, Anne-Marie; Laviolette, Francois; Corbeil, Jacques

Assemblathon 2: evaluating de novo methods of genome assembly in three vertebrate species Assemblathon 2: 评估三种脊椎动物物种基因组组装的从头方法

GIGASCIENCE

IF3.9

2013-07-22

566

OAAI

Bradnam, Keith R.; Fass, Joseph N.; Alexandrov, Anton; Baranay, Paul; Bechner, Michael; Birol, Inanc; Boisvert, Sebastien; Chapman, Jarrod A.; Chapuis, Guillaume; Chikhi, Rayan; Chitsaz, Hamidreza; Chou, Wen-Chi; Corbeil, Jacques; Del Fabbro, Cristian; Docking, T. Roderick; Durbin, Richard; Earl, Dent; Emrich, Scott; Fedotov, Pavel; Fonseca, Nuno A.; Ganapathy, Ganeshkumar; Gibbs, Richard A.; Gnerre, Sante; Godzaridis, Elenie; Goldstein, Steve; Haimel, Matthias; Hall, Giles; Haussler, David; Hiatt, Joseph B.; Ho, Isaac Y.; Howard, Jason; Hunt, Martin; Jackman, Shaun D.; Jaffe, David B.; Jarvis, Erich D.; Jiang, Huaiyang; Kazakov, Sergey; Kersey, Paul J.; Kitzman, Jacob O.; Knight, James R.; Koren, Sergey; Lam, Tak-Wah; Lavenier, Dominique; Laviolette, Francois; Li, Yingrui; Li, Zhenyu; Liu, Binghang; Liu, Yue; Luo, Ruibang; MacCallum, Iain; MacManes, Matthew D.; Maillet, Nicolas; Melnikov, Sergey; Naquin, Delphine; Ning, Zemin; Otto, Thomas D.; Paten, Benedict; Paulo, Octavio S.; Phillippy, Adam M.; Pina-Martins, Francisco; Place, Michael; Przybylski, Dariusz; Qin, Xiang; Qu, Carson; Ribeiro, Filipe J.; Richards, Stephen; Rokhsar, Daniel S.; Ruby, J. Graham; Scalabrin, Simone; Schatz, Michael C.; Schwartz, David C.; Sergushichev, Alexey; Sharpe, Ted; Shaw, Timothy I.; Shendure, Jay; Shi, Yujian; Simpson, Jared T.; Song, Henry; Tsarev, Fedor; Vezzi, Francesco; Vicedomini, Riccardo; Vieira, Bruno M.; Wang, Jun; Worley, Kim C.; Yin, Shuangye; Yiu, Siu-Ming; Yuan, Jianying; Zhang, Guojie; Zhang, Hao; Zhou, Shiguo; Korf, Ian F.

Ray Meta: scalable de novo metagenome assembly and profiling Ray Meta: 可扩展的从头宏基因组组装和分析

GENOME BIOLOGY

IF9.4

2012-12-22

483

OAAI

Boisvert, Sebastien; Raymond, Frederic; Godzaridis, Elenie; Laviolette, Francois; Corbeil, Jacques

Learning the set covering machine by bound minimization and margin-sparsity trade-off

MACHINE LEARNING

IF2.9

2009-07-25

OAAI

Laviolette, Francois; Marchand, Mario; Shah, Mohak; Shanian, Sara

研究方向