time-series-10
Classification on Time Series with Missing Data
3260 papers • 126 benchmarks • 313 datasets
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Most implemented papers
Forecasting loss of signal in optical networks with machine learning
Y. Liu, Wenjie Du, David Côté, Chris Barber•Sun Jul 11 2021
By studying large sets of real-world performance monitoring data collected from six international optical networks, it is found that it is possible to forecast LOS events with good precision one to seven days before they occur, albeit at relatively low recall, with supervised machine learning (ML).
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