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Books and Theses
- 2017
[b1]Rashid Bakirov:
Multiple adaptive mechanisms for predictive models on streaming data. Bournemouth University, Poole, UK, 2017
Journal Articles
- 2021
- [j2]Rashid Bakirov
, Damien Fay, Bogdan Gabrys:
Automated adaptation strategies for stream learning. Mach. Learn. 110(6): 1429-1462 (2021) - 2017
- [j1]Rashid Bakirov, Bogdan Gabrys, Damien Fay:
Multiple adaptive mechanisms for data-driven soft sensors. Comput. Chem. Eng. 96: 42-54 (2017)
Conference and Workshop Papers
- 2022
- [c5]Rashid Bakirov, Roya Taghieva, Nigar Eyvazli, Umay Mammadzada:
Data-driven Automatic Attribution of Azerbaijani Flat Woven Carpets. SUMAC @ ACM Multimedia 2022: 15-21 - 2016
- [c4]Rashid Bakirov, Bogdan Gabrys, Damien Fay:
Augmenting adaptation with retrospective model correction for non-stationary regression problems. IJCNN 2016: 771-779 - 2015
- [c3]Rashid Bakirov, Bogdan Gabrys, Damien Fay:
On sequences of different adaptive mechanisms in non-stationary regression problems. IJCNN 2015: 1-8 - 2013
- [c2]Rashid Bakirov, Bogdan Gabrys:
Investigation of Expert Addition Criteria for Dynamically Changing Online Ensemble Classifiers with Multiple Adaptive Mechanisms. AIAI 2013: 646-656 - 2011
- [c1]Rashid Bakirov, Christian Stich:
Data Mining on the Installed Base Information - Possibilities and Implementations. ICAART (1) 2011: 649-654
Informal and Other Publications
- 2018
- [i1]Rashid Bakirov, Bogdan Gabrys, Damien Fay:
Generic adaptation strategies for automated machine learning. CoRR abs/1812.10793 (2018)
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