Lubomír Stepánek

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Complexity Analysis

Monte Carlo Simulation

Top Venues

Publications

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)
Lubomír Stepánek, Patrícia Martinková
Feasibility of computerized adaptive testing evaluated by Monte-Carlo and post-hoc simulations. FedCSIS (2020)
Lubomír Stepánek, Pavel Kasal, Jan Mesták
Machine-learning at the service of plastic surgery: a case study evaluating facial attractiveness and emotions using R language. FedCSIS (2019)
Lubomír Stepánek, Pavel Kasal, Jan Mesták
Machine-Learning and R in Plastic Surgery - Evaluation of Facial Attractiveness and Classification of Facial Emotions. ISAT (2) (2019)
Lubomír Stepánek, Pavel Kasal, Jan Mesták
Evaluation of facial attractiveness for purposes of plastic surgery using machine-learning methods and image analysis. HealthCom (2018)
Patrícia Martinková, Lubomír Stepánek, Adéla Drabinová, Jakub Houdek, Martin Vejrazka, Cestmír Stuka
Semi-real-time analyses of item characteristics for medical school admission tests. FedCSIS (2017)