Publications
Journals
- Iterative ridge regression using the aggregating algorithm. Pattern Recognition Letters, 158, pp.34-41.
- Competitive normalized least-squares regression. IEEE Transactions on Neural Networks and Learning Systems, 32(7), pp.3262-3267.
- Online Bayesian shrinkage regression. Neural Computing and Applications, 32, pp.17759-17767.
- Competitive regularised regression. Neurocomputing, 390, pp.374-383.
Conferences
- "Model selection in online learning for times series forecasting." Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK. Springer International Publishing, 2019.
- "Online Bayesian shrinkage regression." Contributions Presented at the 27th European Symposium on Artificial Neural Networks, ESANN 2019, Bruges, Belgium, April 24-26, 2019.
- "Scalable online learning for flink: SOLMA library." Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings. 2018.
- “Aggregation Algorithm Vs. Average for Time Series Prediction", ECML-PKDD 2016 Workshop on Large-scale Learning from Data Streams in Evolving Environments.