11 citations · 14 across the 8 of their papers we have counts for
9 papers
Polynomial Distributions and Transformations
Yue Yu, Pavel Loskot
Polynomials are common algebraic structures, which are often used to approximate functions including probability distributions. This paper proposes to directly define polynomial di…
pdfPapers: shell-script utilities for frequency-based multi-word phrase extraction from PDF documents
Pavel Loskot
Biomedical research is intensive in processing information in the previously published papers. This motivated a lot of efforts to provide tools for text mining and information extr…
Polynomial Representations of High-Dimensional Observations of Random Processes
Pavel Loskot
The paper investigates the problem of performing correlation analysis when the number of observations is very large. In such a case, it is often necessary to combine the random obs…
Variational Bayesian inference of hidden stochastic processes with unknown parameters
Komlan Atitey, Pavel Loskot, Lyudmila Mihaylova
Estimating hidden processes from non-linear noisy observations is particularly difficult when the parameters of these processes are not known. This paper adopts a machine learning…
Regional Coverage Analysis of LEO Satellites with Kepler Orbits
Iestyn Morgan-Jones, Pavel Loskot
Low Earth orbit (LEO) satellites are being considered for expanding legacy terrestrial cellular networks. The end users may not be able to optimize satellite orbits and constellati…
Comprehensive review of models and methods for inferences in bio-chemical reaction networks
Pavel Loskot, Komlan Atitey, Lyudmila Mihaylova
Key processes in biological and chemical systems are described by networks of chemical reactions. From molecular biology to biotechnology applications, computational models of reac…