Program
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Monday June 12 (12:45 – 18:55)
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11:30 – 13:00 Registration
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12:45 – 12:55 Opening (room 5.007)
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13:00 – 14:20 Outlier detection methods (room 5.007)
Chair: Peter Filzmoser
13:00 – 13:20
Patricia Puchhammer, Peter Filzmoser
Detecting Local Outliers Using the Spatially Smoothed MRCD Estimator
13:20 – 13:40
Marcus Mayrhofer, Peter Filzmoser
Explainable Multivariate Outlier Detection Based on Shapley Values
13:40 – 14:00
Jeremy Oguamalam, Una Radojičić, Peter Filzmoser
Minimum Regularized Covariance Trace Estimator and Outlier Detection for Functional Data
14:00 – 14:20
Ondřej Vencálek, Daniel Hlubinka, Stanislav Nagy
Depth-based Detection and Classification of Outliers for Functional Data
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13:00 – 14:20 Gao beam and elastic problems (room 5.008)
Chair: Rostislav Vodák
13:00 – 13:20
Horymír Netuka, Jitka Machalová
Gao Beam: Thirteen Years After
13:20 – 13:40
Jitka Machalová, Horymír Netuka
Buckling of the Gao Beam
13:40 – 14:00
Jana Radová, Jitka Machalová
Parameter Identification for Gao Beam and Foundation
14:00 – 14:20
Igor Bock
On Dynamic Contact Problems for Viscoelastic and Elastic Plates
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14:30 – 15:50 Compositional data analysis I (room 5.007)
Chair: Eva Fišerová
14:30 – 14:50
Paulína Jašková, Matthias Templ, Karel Hron, Javier Palarea-Albaladejo
Sparse Pairwise Logratio Variable Selection for High-dimensional Compositional Data
14:50 – 15:10
Viktorie Nesrstová, Ines Wilms, Karel Hron, Peter Filzmoser
Identification of Important Pairwise Logratios in Compositional Data Employing Sparse Principal Component Analysis
15:10 – 15:30
Peter Filzmoser, Gianna S. Monti
A Robust Knockoff Filter for Sparse Regression with Microbiome Compositions
15:30 – 15:50
Kamila Fačevicová, Viktorie Nesrstová, Paulína Jašková, Karel Hron, Jana Pelclová,
Aleš Gába
Analysis of Two-way Compositions Based on the Elemental Information
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14:30 – 15:50 Models, equations & computations I (room 5.008)
Chair: Jitka Machalová
14:30 – 14:50
Ctirad Matonoha, Štěpán Papáček
Bohl-Marek Formulation of the Nonlinear System of ODEs for a Class of Mathematical Models With Conservation Laws
14:50 – 15:10
Štěpán Papáček, Ctirad Matonoha, Arturo Sanchez
On the D-QSSA Method With Optimal Constant Delays Applied to a Class
of Mathematical Models
15:10 – 15:30
Monika Syga, Ewa Bednarczuk
Lagrangian Duality for Nonconvex Optimization Problems
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15:50 – 16:20 Coffee break
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16:20 – 17:20 Compositional data analysis II (room 5.007)
Chair: Zdeněk Hlávka
16:20 – 16:40
Ivana Pavlů, Jitka Machalová, Raimon Tolosana–Delgado, Karel Hron,
Karl Gerald van den Boogaart
Distributional Principal Component Analysis With Application to Particle Size Distributions
16:40 – 17:00
Stanislav Škorňa, Jana Burkotová, Karel Hron, Jitka Machalová
Bivariate Compositional Splines for Representation of Density Functions
17:00 – 17:20
Karel Hron, Christian Genest, Johanna G. Nešlehová
Orthogonal Decomposition of Multivariate Densities in Bayes Spaces with Application
to Functional Data Analysis
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16:20 – 17:00 Models, equations & computations II (room 5.008)
Chair: Štěpán Papáček
16:20 – 16:40
Olga Karelkina
Combinatorial Optimization Models of RNA Structural Motifs
16:40 – 17:00
Ewa Bednarczuk, Ignacy Kaliszewski, Janusz Miroforidis
Solving Multiple-choice Knapsack Problems by Multi-objectivization and Chebyshev Scalarization
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17:30 – 18:10 Biostatistics (room 5.007)
17:30 – 18:10
Biostatistics (room 5.007)
Chair: David Kraus
17:30 – 17:50
Tereza Dračková, Radovan Vavrek, Petra Majerová, Andrej Kováč, Stanislav Katina
Protein Intensity or Occurrence: Which of the Two Should be Used for Statistical Analyses in Animal Studies of Alzheimer’s Disease?
17:50 – 18:10
Tomáš Fürst
Inferring Vaccine Effectiveness From Observational Data
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18:15 – 18:55 Poster session (foyer, sixth floor)
Friday I. Agu, Ján Mačutek
On an Estimation of Parameters of Discrete Distributions from the Schröter Family
Rafał Bieńkowski, Krzysztof Rutkowski
On the Use of Octree Method in Application to Cultural Heritage
Andrej Dvurečenskij, Martina Chvosteková, Daniel Gogola
Classification of Cyclists and Pedestrians Data Measured by LiDAR Sensor
Jan Koláček, Ondřej Pokora, David Vališ, Petr Procházka
Modelling of Lithium-ion Batteries’ Reliability in Electric-Powered Aircraft
Ewa Bednarczuk, Rafał Bieńkowski, Robert Kłopotek, Jan Kryński, Krzysztof Leśniewski, Krzysztof Rutkowski, Małgorzata Szelachowska
Matching of 3D Surfaces Using Approximations of Wasserstein Distance
Radim Navrátil
Data Mining Methods in Value Stream Mapping
Ondřej Pokora
Stochastic Modelling Based on Diffusion and Jump Processes
Petr Šmíd, Pavel Horváth, Vladimíra Nožková, Jakub Pechník
Statistical Characteristics in Study of Structural Changes During Desiccation Stress
of Plant Leaf by Speckle Effect
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19:00 – 22:00 Get together (foyer, sixth floor)
- Tuesday June 13 (9:00 – 16:00)
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8:30 – 9:00 Registration
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9:30 – 10:30 Invited lectures (room 5.007)
Chair: Karel Hron
9:00 – 9:45
Kaisa Miettinen
Potential of Interactive Methods in Data-Driven Multiobjective Optimization
9:45 – 10:30
Karl Gerald van den Boogaart
Bayes Spaces. An Overview
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10:30 – 11:00 Coffee break
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11:00 – 12:20 Statistical methodology (room 5.007)
Chair: Karl Gerald van den Boogaart
11:00 – 11:20
Una Radojičić, Niko Lietzén, Klaus Nordhausen, Joni Virta
Order Determination for Tensor-valued Observations Using Data Augmentation
11:20 – 11:40
Yetkin Tuaç, Olcay Arslan
Variable Selection in Restricted Regression Models
11:40 – 12:00
Marie Hušková, Charl Pretorius
Detection of Changes in Panel Data Models
12:00 – 12:20
Jaromír Antoch
Differentiation of Manuscripts Based on Analysis of NIR Spectra
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11:00 – 12:20 Differential equations (room 5.008)
Chair: Jana Burkotová
11:00– 11:20
Věra Krajščáková
Existence and Multiplicity of Solutions of the Linear Boundary Value Problem
for the Stieltjes Differential Equation
11:20 – 11:40
Richard Andrášik, Václav Mácha, Rostislav Vodák
Relative Energy Inequality and Weak-strong Uniqueness for an Isothermal
Non-Newtonian Compressible Fluid
11:40 – 12:00
Milan Pokorný
Homogenization of Compressible Navier–Stokes–Fourier System in Domains with Tiny Holes
12:00 – 12:20
Raj Narayan Dhara
Existence of Solutions of Degenerate Semilinear Elliptic Boundary Value Problems
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12:30 – 13:30 Lunch (Kozlovna restaurant)
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13:30 – 15:10 Functional data analysis (room 5.007)
Chair: Jan Koláček
13:30 – 13:50
Jan Elgner, Jiří Ambros, Eva Fišerová
Effectiveness of Road Marking and Signing Assessed by Functional Interval Testing
13:50 – 14:10
Eva Fišerová, Veronika Římalová
Statistical Inference in a Spatial Functional Model in the Presence of Heteroscedasticity
14:10 – 14:30
Markéta Makarová
Recent Advances in Functional Data Analysis Using Machine Learning Techniques
14:30 – 14:50
Zdeněk Hlávka, Daniel Hlubinka, Šárka Hudecová
Multivariate Permutation Tests and Functional m-sample Comparisons
14:50 – 15:10
David Kraus
Prediction Sets for Sparse Functional Data: How to Fail It and How to Fix It
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13:30 – 15:10 Models, equations & computations III (room 5.008)
Chair: Kaisa Miettinen
13:30 – 13:50
Petr Hamal, Jakub Kmec
Next-generation Fluorescence Telescopes for Cosmic Rays
13:50 – 14:10
Jakub Kmec, Petr Hamal
Next-generation Fluorescence Telescopes for Cosmic Rays: Data Analysis and Categorization
14:10 – 14:30
Tomáš Krátký, Jana Burkotová, Jakub Stareček
Multiobjective Optimization of an Axial Pump
14:30 – 14:50
Jana Burkotová, Tomáš Krátký, Pouya Aghaei Pour, Atanu Mazumdar, Tinkle Chugh, Kaisa Miettinen
Multiobjective Optimization of Hydraulic Pump Design Problem with Computationally Expensive Simulations
14:50 – 15:10
Tinkle Chugh
Multi-surrogate Approaches in Multi-objective Bayesian Optimisation
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15:20 – 16:00 Measurement uncertainty evaluation methods (room 5.007)
Chair: Viktor Witkovský
15:20 – 15:40
Gejza Wimmer, Viktor Witkovský
Straight-Line Errors-in-Variables Calibration Model
15:40 – 16:00
Pavel Pavlíček
Phase Measuring Deflectometry – Measurement Uncertainty by Cramér – Rao Inequality
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15:20 – 16:00 Numerical aspects of Stokes system(room 5.008)
Chair: Milan Pokorný
15:20 – 16:00
Jaroslav Haslinger, Radek Kučera, Kristina Motyčková, Václav Šátek
Approximation and Numerical Realization of the Stokes System with Nonsmooth Slip Boundary Conditions
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16:00 – 16:30 Coffee break
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17:15 – 17:45 Excursion group 1 (production of Olomouc curd cheese, in English)
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18:15 – 18:45 Excursion group 2 (production of Olomouc curd cheese, in Czech)
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19:00 – 22:00 Conference dinner (Tvarg restaurant)
- Wednesday June 14 (9:30 – 12:00)
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9:30 – 10:30 Statistical methodology II (room 5.007)
Chair: Stanislav Katina
9:30 – 9:50
Martin Boďa, Mariana Považanová, Jiří Škvor, Iveta Stankovičová
Okun’s Law Disaggregated and Factors behind: a Case Study of V4 Countries
9:50 – 10:10
Monika Syga, Agnieszka Kaliszewska
Clustering of Shapes. A Study of Selected Similarity Measures for the Clustering of 2D Curves
10:10 – 10:30
Vojtěch Šindlář, Stanislav Katina
Different Approaches in the Shape Index Calculation on a Human Face
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10:30 – 11:00 Coffee break
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11:00 – 12:00 Statistical methodology III (room 5.007)
Chair: Jaromír Antoch
11:00 – 11:20
Markéta Janošová, Stanislav Katina
Methods of Estimating Parameters of Skewed or Truncated Normal Distribution
in the Presence of Observations Outside of Measurable Range
11:20 – 11:40
Josef Janák, Randolf Altmeyer, Till Bretschneider, Markus Reiß
Parameter Estimation in an SPDE Model for Cell Repolarisation
11:40 – 12:00
Martina Chvosteková
Estimation and Significance Testing of Rényi Tranfer Entropy
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12:00 Closing (room 5.007)
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12:30 – 13:30 Lunch (Kozlovna restaurant)
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