Bioprocess data mining using regularized regression and random forests. - Syeda Hassan; Muhammad Farhan; Rahul Mangayil; Heikki Huttunen; Tommi Aho (BMC Syst. Biol., 2013)

Bayesian receiver operating characteristic metric for linear classifiers. - Syeda Sakira Hassan; Heikki Huttunen; Jari Niemi; Jussi Tohka (Pattern Recognit. Lett., 2019)

Regularization in Machine Learning with Applications in Biology. - Syeda Hassan (2019)

Parallel Iterated Extended and Sigma-Point Kalman Smoothers. - Fatemeh Yaghoobi; Adrien Corenflos; Sakira Hassan; Simo Särkkä (ICASSP, 2021)

Temporal Parallelization of Inference in Hidden Markov Models. - Syeda Sakira Hassan; Simo Särkkä; Ángel F. García-Fernández (IEEE Trans. Signal Process., 2021)

Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors. - Muhammad F. Emzir; Niki Andreas Lopi; Zheng Zhao 004; Syeda Sakira Hassan; Simo Särkkä (FUSION, 2022)

Identification of feasible pathway information for c-di-GMP binding proteins in cellulose production. - Syeda Sakira Hassan; Rahul Mangayil; Tommi Aho; Olli Yli-Harja; Matti Karp (CoRR, 2022)

Vessel Bearing Estimation Using Visible and Thermal Imaging. - Ajinkya Gorad; Sakira Hassan; Simo Särkkä (SCIA (2), 2023)

Fourier-Hermite Dynamic Programming for Optimal Control. - Syeda Sakira Hassan; Simo Särkkä (IEEE Trans. Autom. Control., 2023)

Synthetic Speech Classification: IEEE Signal Processing Cup 2022 challenge. - Mahieyin Rahmun; Rafat Hasan Khan; Tanjim Taharat Aurpa; Sadia Khan; Zulker Nayeen Nahiyan; Mir Sayad Bin Almas; Rakibul Hasan Rajib; Syeda Sakira Hassan (CoRR, 2024)

Parallel Square-Root Statistical Linear Regression for Inference in Nonlinear State Space Models. - Fatemeh Yaghoobi; Adrien Corenflos; Sakira Hassan; Simo Särkkä (SIAM J. Sci. Comput., 2025)