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Filip Habarta
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 9
Top Topics
Random Forests
Complexity Analysis
Class Membership
Lower Bound
Top Venues
FedCSIS
WCO@FedCSIS
WCO
FedCSIS (Position Papers)
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Publications
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Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
Let's estimate all parameters as probabilities: Precise estimation using Chebyshev's inequality, Bernoulli distribution, and Monte Carlo simulations.
FedCSIS
(2023)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
A lower bound for proportion of visibility polygon's surface to entire polygon's surface: Estimated by Art Gallery Problem and proven that cannot be greatly improved.
FedCSIS
(2023)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
,
Stefka Fidanova
Application of an Inverse Dirichlet's Principle to Discrete Recreational Problems: Bound Estimation's Optimization Using Combinatorial Probability and Comparison of Numerical Bound Estimation Using Various Algorithms, Including Recursive Inclusion-Exclusion Principle.
WCO
(2022)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
Dirichlet's principle revisited: An inverse Dirichlet's principle definition and its bound estimation improvement using stochastic combinatorics.
FedCSIS (Communication Papers)
(2022)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
A short note on post-hoc testing using random forests algorithm: Principles, asymptotic time complexity analysis, and beyond.
FedCSIS
(2022)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
A random forest-based approach for survival curves comparing: principles, computational aspects and asymptotic time complexity analysis.
FedCSIS
(2021)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
Alternatives for greedy discrete subsampling: various approaches including cluster subsampling of COVID-19 data with no response variable.
FedCSIS (Position Papers)
(2021)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
Reducing the First-Type Error Rate of the Log-Rank Test: Asymptotic Time Complexity Analysis of An Optimized Test's Alternative.
WCO@FedCSIS
(2020)
Lubomír Stepánek
,
Filip Habarta
,
Ivana Malá
,
Lubos Marek
Analysis of asymptotic time complexity of an assumption-free alternative to the log-rank test.
FedCSIS
(2020)