David Côté

SAITS: Self-attention-based imputation for time series

Wenjie Du, David Côté, Yan Liu · Expert Systems with Applications · 2023 · 357 citations

Sequence Modelling, Engineering, Machine Learning +4

Using Machine Learning in Communication Networks [Invited]

David Côté · Journal of Optical Communications and Networking · 2018 · 73 citations

Autonomous Network, Anomaly Detection, Machine Learning +17

Forecasting Video QoE With Deep Learning From Multivariate Time-Series

Hossein Ebrahimi Dinaki, Shervin Shirmohammadi, Emil Janulewicz et al. · IEEE Open Journal of Signal Processing · 2021 · 24 citations · Full text

Machine Learning-Based Network Status Detection and Fault Localization

Ayse Rumeysa Mohammed, Shady Mohammed, David Côté et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 22 citations · Full text

Engineering, Machine Learning, Fault Forecasting +17

Practical considerations for near-zero margin network design and deployment [Invited]

David Boertjes, Michael E. Reimer, David Côté · Journal of Optical Communications and Networking · 2019 · 17 citations

Artificial Intelligence, Network Topology, Autonomous Network +15