12 citations · 28 across the 14 of their papers we have counts for
14 papers
Thermodynamics of data
Borko Stosic
The recently introduced concept of generalized thermodynamics is explored here in the context of 1d, 2d and 3d data analysis, performed on samples drawn from a 3d X-ray soil sample…
Dissecting Multifractal detrended cross-correlation analysis
Borko Stosic, Tatijana Stosic
In this work we address the question of the Multifractal detrended cross-correlation analysis method that has been subject to some controversies since its inception almost two deca…
Ising models of deep neural networks
Dusan Stosic, Darko Stosic, Borko Stosic
This work maps deep neural networks to classical Ising spin models, allowing them to be described using statistical thermodynamics. The density of states shows that structures emer…
Generalized Weighted Permutation Entropy
Darko Stosic, Dusan Stosic, Tatijana Stosic +1
A novel heuristic approach is proposed here for time series data analysis, dubbed Generalized weighted permutation entropy, which amalgamates and generalizes beyond their original…
Distance Metric Learning through Minimization of the Free Energy
Dusan Stosic, Darko Stosic, Teresa B. Ludermir +1
Distance metric learning has attracted a lot of interest for solving machine learning and pattern recognition problems over the last decades. In this work we present a simple appro…
Dynamics of COVID-19 mitigation inefficiency in Brazil
Borko D. Stosic
In this work Data Envelopment Analysis (DEA) is employed in thirty-day windows to quantify temporal evolution of relative pandemic mitigation inefficiency of Brazilian municipaliti…