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Figure A.12: Residual analysis of the French aggregated predictor.

Figure A.12: Residual analysis of the French aggregated predictor.

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Figure 4: Evolution of the OOB R 2 during the selection procedure.
Figure 5: Overlapping of prediction and real load (France)
Figure 7: Coefficients βw in the british load LASSO regression.
Figure A.11: Overlapping of prediction and national Temperature (France)
+1 Figure A.12: Residual analysis of the French aggregated predictor.
Textual Data for Time Series Forecasting
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  • Oct 2019
While ubiquitous, textual sources of information such as company reports, social media posts, etc. are hardly included in prediction algorithms for time series, despite the relevant information they may contain. In this work, openly accessible daily weather reports from France and the United-Kingdom are leveraged to predict time series of national...
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