activity
20122020
most citedClassification of particle trajectories in living cells: machine learning versus statistical testing hypothesis for fractional anomalous diffusion

73 citations · 105 across the 5 of their papers we have counts for

collaborators

5 papers

q-fin.PM2020★ 7 cited

Advanced Strategies of Portfolio Management in the Heston Market Model

Jarosław Gruszka, Janusz Szwabiński

There is a great number of factors to take into account when building and managing an investment portfolio. It is widely believed that a proper set-up of the portfolio combined wit…

q-bio.QM2020★ 73 cited

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

Joanna Janczura, Patrycja Kowalek, Hanna Loch-Olszewska +2

Single-particle tracking (SPT) has become a popular tool to study the intracellular transport of molecules in living cells. Inferring the character of their dynamics is important,…

q-fin.PM2019★ 9 cited

Best Portfolio Management Strategies For Synthetic and Real Assets

Jarosław Gruszka, Janusz Szwabiński

Managing investment portfolios is an old and well know problem in multiple fields including financial mathematics and financial engineering as well as econometrics and econophysics…

physics.soc-ph2015★ 13 cited

Mapping the -voter model: From a single chain to complex networks

Arkadiusz Jędrzejewski, Katarzyna Sznajd-Weron, Janusz Szwabiński

We propose and compare six different ways of mapping the modified -voter model to complex networks. Considering square lattices, Barabási-Albert, Watts-Strogatz and real Twitter…

q-bio.PE2012★ 3 cited

Density outbursts in a food web model with closed nutrient cycle

Janusz Szwabiński

A spatial three level food web model with a closed nutrient cycle is presented and analyzed via Monte Carlo simulations. The time evolution of the model reveals two asymptotic stat…