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Found 5 papers, 3 papers with code
SoftED: Metrics for Soft Evaluation of Time Series Event Detection
They improved event detection evaluation by associating events and their representative detections, incorporating temporal tolerance in over 36\% of experiments compared to the usual classification metrics.
Analyzing Flight Delay Prediction Under Concept Drift
Flight delays impose challenges that impact any flight transportation system.
Estimation of COVID-19 under-reporting in Brazilian States through SARI
Therefore, the objective of this work is to estimate the under-reporting of cases and deaths of COVID-19 in Brazilian states using data from the Infogripe on notification of Severe Acute Respiratory Infection (SARI).
Applications Computers and Society
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-Temporal Models
In the online part, we compute a DJEnsemble plan which minimizes a multivariate cost function based on estimates for the prediction error and the execution cost -- producing a model spatial allocation matrix -- and run the optimal ensemble plan.
STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting
Applying machine learning models to meteorological data brings many opportunities to the Geosciences field, such as predicting future weather conditions more accurately.
