Isabela Albuquerque
Isabela Albuquerque
Verified email at emt.inrs.ca
Title
Cited by
Cited by
Year
Deep learning-based electroencephalography analysis: a systematic review
Y Roy, H Banville, I Albuquerque, A Gramfort, T Falk, J Faubert
arXiv preprint arXiv:1901.05498, 2019
3212019
Generalizing to unseen domains via distribution matching
I Albuquerque, J Monteiro, M Darvishi, TH Falk, I Mitliagkas
arXiv preprint arXiv:1911.00804, 2019
31*2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators
I Albuquerque, J Monteiro, T Doan, B Considine, T Falk, I Mitliagkas
Proceedings of the 36th International Conference on Machine Learning (ICML 2019), 2019
252019
On-line adaptative curriculum learning for gans
T Doan, J Monteiro, I Albuquerque, B Mazoure, A Durand, J Pineau, ...
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3470-3477, 2019
232019
Optimizing multi-plateau functions with FSS-SAR (Stagnation Avoidance Routine)
JB Monteiro Filho, IMC de Albuquerque, FB de Lima Neto, FVS Ferreira
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2016
182016
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch
J Monteiro, I Albuquerque, Z Akhtar, TH Falk
arXiv preprint arXiv:1802.07770, 2018
152018
Self-supervised representation learning from electroencephalography signals
H Banville, I Albuquerque, G Moffat, DA Engemann, A Hyvärinen, ...
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
122019
Solving assembly line balancing problems with fish school search algorithm
IMC de Albuquerque, J Monteiro Filho, FB de Lima Neto, ...
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
122016
Improved search mechanisms for the fish school search algorithm
JB Monteiro Filho, IMC Albuquerque, FBL Neto, FVS Ferreira
International Conference on Intelligent Systems Design and Applications, 362-371, 2016
102016
On the analysis of EEG features for mental workload assessment during physical activity
I Albuquerque, A Tiwari, JF Gagnon, D Lafond, M Parent, S Tremblay, ...
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
82018
Improving out-of-distribution generalization via multi-task self-supervised pretraining
I Albuquerque, N Naik, J Li, N Keskar, R Socher
arXiv preprint arXiv:2003.13525, 2020
72020
Multi-scale heart beat entropy measures for mental workload assessment of ambulant users
A Tiwari, I Albuquerque, M Parent, JF Gagnon, D Lafond, S Tremblay, ...
Entropy 21 (8), 783, 2019
62019
EEG coupling features: Towards mental workload measurement based on wearables
A Drouin-Picaro, I Albuquerque, JF Gagnon, D Lafond, TH Falk
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 28-33, 2017
62017
Pass: a multimodal database of physical activity and stress for mobile passive body/brain-computer interface research
M Parent, I Albuquerque, A Tiwari, R Cassani, JF Gagnon, D Lafond, ...
Frontiers in Neuroscience 14, 1274, 2020
42020
WAUC: a multi-modal database for mental workload assessment under physical activity
I Albuquerque, A Tiwari, M Parent, R Cassani, JF Gagnon, D Lafond, ...
Frontiers in Neuroscience 14, 2020
42020
A multimodal approach to improve the robustness of physiological stress prediction during physical activity
M Parent, A Tiwari, I Albuquerque, JF Gagnon, D Lafond, S Tremblay, ...
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019
42019
Fish school search variations and other metaheuristics in the solution of assembly line balancing problems
IMC de Albuquerque, JB Monteiro Filho, FBL Neto, AMO Silva
International Conference on Intelligent Systems Design and Applications, 352-361, 2016
42016
An end-to-end approach for the verification problem: learning the right distance
J Monteiro, I Albuquerque, J Alam, RD Hjelm, T Falk
Proceedings of the 37th International Conference on Machine Learning (ICML 2020), 2020
32020
Cross-subject statistical shift estimation for generalized electroencephalography-based mental workload assessment
I Albuquerque, J Monteiro, O Rosanne, A Tiwari, JF Gagnon, TH Falk
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019
32019
Performance comparison of automated eeg enhancement algorithms for mental workload assessment of ambulant users
O Rosanne, I Albuquerque, JF Gagnon, S Tremblay, TH Falk
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 61-64, 2019
32019
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Articles 1–20