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Author

David Côté

Observed names: Côté, David, D. Côté, David Cote
Institution: Ciena (Canada)
ORCID: 0000-0001-7468-0430
Observed ORCID: 0000-0001-7468-0430
OpenAlex ID: A5065662074
SAITS: Self-attention-based imputation for time series
2023 · Wenjie Du, David Côté, et al. · Expert Systems with Applications · 718
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Using Machine Learning in Communication Networks [Invited]
2018 · David Côté · Journal of Optical Communications and Networking · 76
Forecasting Video QoE With Deep Learning From Multivariate Time-Series
2021 · Hossein Ebrahimi Dinaki, Shervin Shirmohammadi, et al. · IEEE Open Journal of Signal Processing · 29
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Machine Learning-Based Network Status Detection and Fault Localization
2021 · Ayse Rumeysa Mohammed, Shady A. Mohammed, et al. · IEEE Transactions on Instrumentation and Measurement · 28
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Practical considerations for near-zero margin network design and deployment [Invited]
2019 · David W. Boertjes, Michael Reimer, et al. · Journal of Optical Communications and Networking · 19
A Machine-Learning-Based Action Recommender for Network Operation Centers
2021 · Shady A. Mohammed, Ayse Rumeysa Mohammed, et al. · IEEE Transactions on Network and Service Management · 17
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Forecasting loss of signal in optical networks with machine learning
2021 · Wenjie Du, David Côté, et al. · Journal of Optical Communications and Networking · 17
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Deep Learning-Based Fault Localization in Video Networks Using Only Client-Side QoE
2020 · Hossein Ebrahimi Dinaki, Shervin Shirmohammadi, et al. · IEEE Transactions on Artificial Intelligence · 11
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Toward a Superintelligent Action Recommender for Network Operation Centers Using Reinforcement Learning
2023 · Sa’di Altamimi, Basel Altamimi, et al. · IEEE Access · 9
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Detection and root cause analysis of performance degradation in optical networks using machine learning
2023 · C. Tremblay, A. Mahmoudialami, et al. · IET conference proceedings. · 5
Importance of Optical Metrics for IGP Configuration Change Prediction
2023 · Bruck Wubete, Babak Esfandiari, et al. · International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS) · 2
Stateless ARE: Action Recommendation Engine without Network State Measurement
2022 · Ayse Rumeysa Mohammed, Shady A. Mohammed, et al. · IEEE International Symposium on Measurements & Networking (M&N) · 1
Automating Network Operation Centers with Superhuman Performance
2021 · Sadi Altamimi, Basel Altamimi, et al.
Works count: 14
Citation count: 932
H-index: 9
I10-index: 8
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