- State Space Dimensionality Reduction in Markov Decision Processes2008 | Faculty of Mathematics and Physics
- Dynamics of trajectories and the finite-dimensional reduction of dissipative evolution equations2007 | Faculty of Mathematics and Physics
- Human urinary biomarkers of dioxin exposure: Analysis by metabolomics and biologically driven data dimensionality reduction2014 | First Faculty of Medicine
- Dimensionality reduction methods for biomedical data2018 | First Faculty of Medicine
- Learning Automata Using Dimensional Reduction2022 | Faculty of Mathematics and Physics
- Learning Picture Languages Using Dimensional Reduction2023 | Faculty of Mathematics and Physics
- Non-random correlation structures and dimensionality reduction in multivariate climate data2015 | Faculty of Mathematics and Physics
- Vector Effective Field Theories from Soft Limits2018 | Faculty of Mathematics and Physics
- Artifacts in Simultaneous hdEEG/fMRI Imaging: A Nonlinear Dimensionality Reduction Approach2019 | Publication without faculty affiliation
- Generalized EmbedSOM on quadtree-structured self-organizing maps2020 | Faculty of Mathematics and Physics, Central Library of Charles University
- Unsupervised and Supervised Activity Analysis of Drone Sensor Data2017 | Faculty of Mathematics and Physics
- EmbedSOMPublication without faculty affiliation
- Application of multifactor dimensionality reduction analysis and Bayesian networks for eye color and ancestry prediction for forensic purposes in the Czech Republic2013 | First Faculty of Medicine
- A Survey of CUDA-based Multidimensional Scaling on GPU Architecture2015 | Faculty of Mathematics and Physics
- Extensions to a manifold learning framework for time-series analysis on dynamic manifolds in bioelectric signals2016 | First Faculty of Medicine
- Majumdar-Papapetrou solutions with discrete translational symmetry2018 | Faculty of Mathematics and Physics
- Exact solutions of Einstein-Maxwell(-dilation) equations with discrete translational symmetry2019 | Faculty of Mathematics and Physics
- Use of Entropy and Shrinkage method for Gene Expression Data Analysis2014 | Faculty of Physical Education and Sport
- Improving Performance and Accuracy of Local PCA2011 | Faculty of Mathematics and Physics
- Specializing Word Embeddings (for Parsing) by Information BottleneckPublication without faculty affiliation
- Constructing Collective Variables Using Invariant Learned Representations2023 | Faculty of Mathematics and Physics, Faculty of Science
- Representation of Modes of Atmospheric Circulation Variability by Self-Organizing Maps: A Study Using Synthetic Data2023 | Central Library of Charles University, Faculty of Science
- GigaSOM.jl: High-performance clustering and visualization of huge cytometry datasets2020 | Faculty of Mathematics and Physics, Central Library of Charles University