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Sakira Hassan
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Year
Bioprocess data mining using regularized regression and random forests
SS Hassan, M Farhan, R Mangayil, H Huttunen, T Aho
BMC systems biology 7, 1-7, 2013
292013
Changes in global gene expression of Vibrio parahaemolyticus induced by cold- and heat-stress
S Urmersbach, T Aho, T Alter, SS Hassan, R Autio, S Huehn
BMC microbiology 15, 1-13, 2015
252015
Flow cytometry-based classification in cancer research: a view on feature selection
SS Hassan, P Ruusuvuori, L Latonen, H Huttunen
Cancer informatics 14, CIN. S30795, 2015
202015
Parallel iterated extended and sigma-point Kalman smoothers
F Yaghoobi, A Corenflos, S Hassan, S Särkkä
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
112021
Temporal parallelization of inference in hidden Markov models
SS Hassan, S Särkkä, ÁF García-Fernández
IEEE Transactions on Signal Processing 69, 4875-4887, 2021
102021
Parallel square-root statistical linear regression for inference in nonlinear state space models
F Yaghoobi, A Corenflos, S Hassan, S Särkkä
arXiv preprint arXiv:2207.00426, 2022
22022
Bayesian receiver operating characteristic metric for linear classifiers
SS Hassan, H Huttunen, J Niemi, J Tohka
Pattern Recognition Letters 128, 52-59, 2019
22019
Vessel bearing estimation using visible and thermal imaging
A Gorad, S Hassan, S Särkkä
Scandinavian Conference on Image Analysis, 373-381, 2023
2023
Fourier–Hermite Dynamic Programming for Optimal Control
SS Hassan, S Särkkä
IEEE Transactions on Automatic Control, 2023
2023
Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors
MF Emzir, NA Loppi, Z Zhao, SS Hassan, S Särkkä
2022 25th International Conference on Information Fusion (FUSION), 1-7, 2022
2022
EEA-EV002 Advanced topics in Reinforcement Learning
SS Hassan
2022
Regularization in Machine Learning with Applications in Biology
SS Hassan
Tampere University, 2019
2019
Identification of feasible pathway information for c-di-GMP binding proteins in cellulose production
SS Hassan, R Mangayil, T Aho, O Yli-Harja, M Karp
EMBEC & NBC 2017: Joint Conference of the European Medical and Biological …, 2018
2018
Bioprocess optimization using machine learning methods
SS Hassan
2013
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Articles 1–14