Centre of Excellence Research on Solar Long-Term Variability and Effects, ReSoLVE

Research Output

Filter
Conference contribution
Conference contribution

Gaussian Process Kernels for Popular State-Space Time Series Models

Grigorevskiy, A. & Karhunen, J., Jul 2016, Proc. of the Int. Joint. Conf. on Neural Networks (IJCNN 2016): (IJCNN 2016), Vancouver, Canada, July 2016. IEEE, p. 3354-3363 (International joint conference on neural networks).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
4 Citations (Scopus)
171 Downloads (Pure)

Method for estimating cycle lengths from multidimensional time series: Test cases and application to a massive 'in silico' dataset

Olspert, N., Kapyla, M. J. & Pelt, J., 2 Feb 2017, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. IEEE, p. 3214-3223 10 p. 7840977

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

5 Citations (Scopus)

New developments in test methods

Rheinhardt, M., 25 Sep 2019, (Unpublished) None.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Parallelizable sparse inverse formulation Gaussian processes (SpInGP)

Grigorevskiy, A., Lawrence, N. & Särkkä, S., 2017, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE, 7 p. (IEEE International Workshop on Machine Learning for Signal Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
3 Citations (Scopus)