Results for Functional data analysis

Publications & Outputs

1. Adaptive smoothing to identify spatial structure in global lake ecological processes using satellite remote sensing data

   Gong, M., O'Donnell, R., Miller, C., Scott, M., Simis, S., Groom, S., Tyler, A., Hunter, P., Spyrakos, E., Merchant, C., Maberly, S. & Carvalho, L., 31/08/2022, In: Spatial Statistics. 50, 19 p., 100615.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

2. Identifying and Responding to Outlier Demand in Revenue Management

   Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 16/09/2021, In: European Journal of Operational Research. 293, 3, p. 1015-1030 16 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

3. Detecting demand outliers in transport systems

   Rennie, N., 2021, Lancaster University. 272 p.

   Research output: Thesis › Doctoral Thesis

4. Robust Functional Regression for Outlier Detection

   Hullait, H., Leslie, D. S., Pavlidis, N. G. & King, S., 23/01/2020, Advanced Analytics and Learning on Temporal Data: 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers. Lemaire, V., Malinowski, S., Bagnall, A., Bondu, A., Guyet, T. & Tavenard, R. (eds.). Cham: Springer, p. 3-13 11 p. (Lecture Notes in Computer Science; vol. 11986).

   Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

5. Robust depth-based estimation of the functional autoregressive model

   Martínez-Hernández, I., Genton, M. G. & González-Farías, G., 31/03/2019, In: Computational Statistics and Data Analysis. 131, p. 66-79 14 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review