Gagnon, Ghyslain

Multiple instance learning: A survey of problem characteristics and applications

Carbonneau, M.-A., Cheplygina, V., Granger, E., & Gagnon, G. (2018) · Pattern Recognition

Machine Learning and AlgorithmsMachine Learning and Data Classification

Cited by 740

Robust multiple-instance learning ensembles using random subspace instance selection

Carbonneau, M.-A., Granger, E., Raymond, A. J., & Gagnon, G. (2016) · Pattern Recognition

Machine Learning and Data ClassificationText and Document Classification Technologies

Cited by 60

Measuring Disentanglement: A Review of Metrics

Carbonneau, M.-A., Zaidi, J., Boilard, J., & Gagnon, G. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Generative Adversarial Networks and Image Synthesis

Cited by 52

Time Series-Based GHG Emissions Prediction for Smart Homes

Riekstin, A. C., Langevin, A., Dandres, T., Gagnon, G., & Cheriet, M. (2020) · IEEE Transactions on Sustainable Computing

Energy Load and Power ForecastingSmart Grid Energy Management

Cited by 41