| Multiple instance learning: A survey of problem characteristics and applications MA Carbonneau, V Cheplygina, E Granger, G Gagnon Pattern recognition 77, 329-353, 2018 | 953 | 2018 |
| Measuring disentanglement: A review of metrics MA Carbonneau, J Zaidi, J Boilard, G Gagnon IEEE Transactions on Neural Networks and Learning Systems, 1-15, 2022 | 142 | 2022 |
| Multi-stage jamming attacks detection using deep learning combined with kernelized support vector machine in 5G cloud radio access networks M Hachimi, G Kaddoum, G Gagnon, P Illy 2020 international symposium on networks, computers and communications …, 2020 | 97 | 2020 |
| Adaptive air-to-ground secure communication system based on ADS-B and wide-area multilateration YA Nijsure, G Kaddoum, G Gagnon, F Gagnon, C Yuen, R Mahapatra IEEE Transactions on Vehicular Technology 65 (5), 3150-3165, 2016 | 85 | 2016 |
| Energy disaggregation using variational autoencoders A Langevin, MA Carbonneau, M Cheriet, G Gagnon Energy and Buildings 254, 111623, 2022 | 76 | 2022 |
| Robust multiple-instance learning ensembles using random subspace instance selection MA Carbonneau, E Granger, AJ Raymond, G Gagnon Pattern recognition 58, 83-99, 2016 | 69 | 2016 |
| Designing a pseudorandom bit generator with a novel five-dimensional-hyperchaotic system NT Nguyen, T Bui, G Gagnon, P Giard, G Kaddoum IEEE Transactions on Industrial Electronics 69 (6), 6101-6110, 2021 | 61 | 2021 |
| Time-Mode Delta-Sigma Converters S Ziabakhsh, G Gagnon, GW Roberts CMOS Time-Mode Circuits and Systems: Fundamentals and Applications 53, 237, 2015 | 51* | 2015 |
| Time series-based GHG emissions prediction for smart homes AC Riekstin, A Langevin, T Dandres, G Gagnon, M Cheriet IEEE Transactions on Sustainable Computing 5 (1), 134-146, 2020 | 47 | 2020 |
| RSSI-based indoor tracking using the extended Kalman filter and circularly polarized antennas MB Kilani, AJ Raymond, F Gagnon, G Gagnon, P Lavoie 2014 11th workshop on positioning, navigation and communication (WPNC), 1-6, 2014 | 46 | 2014 |
| Feature learning from spectrograms for assessment of personality traits MA Carbonneau, E Granger, Y Attabi, G Gagnon IEEE Transactions on Affective Computing 11 (1), 25-31, 2017 | 45 | 2017 |
| Bag-level aggregation for multiple-instance active learning in instance classification problems MA Carbonneau, E Granger, G Gagnon IEEE transactions on neural networks and learning systems 30 (5), 1441-1451, 2019 | 44 | 2019 |
| Multistatic radar placement optimization for cooperative radar-communication systems MB Kilani, G Gagnon, F Gagnon IEEE Communications Letters 22 (8), 1576-1579, 2018 | 42 | 2018 |
| Removal of motion artifacts in capacitive electrocardiogram acquisition: A review VG Sirtoli, M Liamini, LT Lins, M Lessard-Tremblay, GER Cowan, ... IEEE Transactions on Biomedical Circuits and Systems 17 (3), 394-412, 2023 | 41 | 2023 |
| Cognitive chaotic UWB-MIMO detect-avoid radar for autonomous UAV navigation YA Nijsure, G Kaddoum, NK Mallat, G Gagnon, F Gagnon IEEE Transactions on Intelligent Transportation Systems 17 (11), 3121-3131, 2016 | 41 | 2016 |
| Detection of alarms and warning signals on an digital in-ear device MA Carbonneau, N Lezzoum, J Voix, G Gagnon International Journal of Industrial Ergonomics 43 (6), 503-511, 2013 | 39 | 2013 |
| Wireless sensor network for measurement of electrical energy consumption G Gagnon, S Jomphe, D Sicard, M Dallaire, D Arbour US Patent 10,191,095, 2019 | 36 | 2019 |
| Efficient deep generative model for short-term household load forecasting using non-intrusive load monitoring A Langevin, M Cheriet, G Gagnon Sustainable Energy, Grids and Networks 34, 101006, 2023 | 35 | 2023 |
| The peak-SNR performances of voltage-mode versus time-mode circuits S Ziabakhsh, G Gagnon, GW Roberts IEEE Transactions on Circuits and Systems II: Express Briefs 65 (12), 1869-1873, 2018 | 33 | 2018 |
| Modeling and optimal operation of a university campus microgrid H Dagdougui, L Dessaint, G Gagnon, K Al-Haddad 2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016 | 33 | 2016 |
Marc-André CarbonneauEpic GamesVerified email at epicgames.com
