Picture for Geoffrey I. Webb

Geoffrey I. Webb

SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting

Nov 16, 2022
Rakshitha Godahewa, Geoffrey I. Webb, Daniel Schmidt, Christoph Bergmeir

Figure 1 for SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting

Figure 2 for SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting

Figure 3 for SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting

Figure 4 for SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting

* 38 pages, 2 figures, 7 tables

Access Paper or Ask Questions

HYDRA: Competing convolutional kernels for fast and accurate time series classification

Mar 25, 2022
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb

Figure 1 for HYDRA: Competing convolutional kernels for fast and accurate time series classification

Figure 2 for HYDRA: Competing convolutional kernels for fast and accurate time series classification

Figure 3 for HYDRA: Competing convolutional kernels for fast and accurate time series classification

Figure 4 for HYDRA: Competing convolutional kernels for fast and accurate time series classification

* 27 pages, 18 figures

Access Paper or Ask Questions

Estimating Divergences in High Dimensions

Dec 08, 2021
Loong Kuan Lee, Nico Piatkowski, François Petitjean, Geoffrey I. Webb

Figure 1 for Estimating Divergences in High Dimensions

Figure 2 for Estimating Divergences in High Dimensions

Figure 3 for Estimating Divergences in High Dimensions

Figure 4 for Estimating Divergences in High Dimensions

* 13 pages, 6 Figures. Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Access Paper or Ask Questions

Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping

Nov 26, 2021
Matthieu Herrmann, Geoffrey I. Webb

Figure 1 for Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping

Figure 2 for Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping

Figure 3 for Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping

Figure 4 for Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping

* Submitted to Pattern Recognition

Access Paper or Ask Questions