Publications

Journals

Jamil, W. and Bouchachia, A., 2022. Iterative ridge regression using the aggregating algorithm, Pattern Recognition Letters, 158, pp.3441.

Jamil, W. and Bouchachia, A., 2020. Competitive normalized least-squares regression. IEEE Transactions on Neural Networks and Learning Systems, 32(7), pp.3262-3267.

Jamil, W. and Bouchachia, A., 2020. Online Bayesian shrinkage regression. Neural Computing and Applications, 32, pp.17759-17767.

Jamil, W. and Bouchachia, A., 2020. Competitive regularised regression. Neurocomputing, 390, pp.374-383.

Conferences

Jamil, Waqas, and Abdelhamid Bouchachia. "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.

Jamil, Waqas, and Abdelhamid Bouchachia. "Online Bayesian shrinkage regression." Contributions Presented at the 27th European Symposium on Artificial Neural Networks, ESANN 2019, Bruges, Belgium, April 24-26, 2019.

Jamil, Waqas, et al. "Scalable online learning for flink: SOLMA library." Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings. 2018.

Jamil, Waqas, et al. "Scalable online learning for flink: SOLMA library." Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings. 2018.

Waqas Jamil, Yuri Kalnishkan and Abdelhamid Bouchachia, “Aggregation Algorithm Vs. Average for Time Series Prediction", ECML-PKDD 2016 Workshop on Large-scale Learning from Data Streams in Evolving Environments.