most citedApplying k-nearest neighbors to time series forecasting : two new approaches

15 citations · 15 across the 2 of their papers we have counts for

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2 papers

stat.ME2021

Applying Regression Conformal Prediction with Nearest Neighbors to time series data

Samya Tajmouati, Bouazza El Wahbi, Mohammed Dakkoun

In this paper, we apply conformal prediction to time series data. Conformal prediction isa method that produces predictive regions given a confidence level. The regions outputs are…

stat.ME2021★ 15 cited

Applying k-nearest neighbors to time series forecasting : two new approaches

Samya Tajmouati, Bouazza El Wahbi, Adel Bedoui +2

K-nearest neighbors algorithm is one of the prominent techniques used in classification and regression. Despite its simplicity, the k-nearest neighbors has been successfully applie…