Concepedia

Hanna Loch-Olszewska

HL

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Publications

6

Citations

296

H-Index

6

Active since

2016

Affiliations

Wrocław University of Science and Technology(Current)

AGH University of Krakow

Hanna Loch-Olszewska is an author at Wrocław University of Science and Technology specializing in engineering, probability theory, and physics.

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Publications per year

2016–2022

6

Publications

6

Classification of diffusion modes in single-particle tracking data: Feature-based versus deep-learning approach

Patrycja Kowalek, Hanna Loch-Olszewska, Janusz Szwabiński · Physical review. E · 2019 · 141 citations · Full text

Classification of particle trajectories in living cells: Machine learning versus statistical testing hypothesis for fractional anomalous diffusion

Joanna Janczura, Patrycja Kowalek, Hanna Loch-Olszewska et al. · Physical review. E · 2020 · 66 citations · Full text

Impact of Feature Choice on Machine Learning Classification of Fractional Anomalous Diffusion

Hanna Loch-Olszewska, Janusz Szwabiński · Entropy · 2020 · 34 citations · Full text

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Boosting the performance of anomalous diffusion classifiers with the proper choice of features

Patrycja Kowalek, Hanna Loch-Olszewska, Łukasz Łaszczuk et al. · Journal of Physics A Mathematical and Theoretical · 2022 · 34 citations · Full text

Ergodicity testing using an analytical formula for a dynamical functional of alpha-stable autoregressive fractionally integrated moving average processes

Hanna Loch-Olszewska, Joanna Janczura, Aleksander Weron · Physical review. E · 2016 · 11 citations

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