Low-cost scalable discretization, prediction, and feature selection for complex systems S Gerber, L Pospisil, M Navandar, I Horenko Science Advances 6 (5), eaaw0961, 2020 | 30 | 2020 |
Optimal Calibration of Evaporation Models against Penman–Monteith Equation D Dlouhá, V Dubovský, L Pospíšil Water 13 (11), 1484, 2021 | 29 | 2021 |
The Calibration of Evaporation Models against the Penman–Monteith Equation on Lake Most V Dubovský, D Dlouhá, L Pospíšil Sustainability 13 (1), 313, 2020 | 23 | 2020 |
Solving Contact Mechanics Problems with PERMON V Hapla, D Horak, L Pospisil, M Cermak, A Vasatova, R Sojka International Conference on High Performance Computing in Science and …, 2015 | 19 | 2015 |
On the solution of convex QPQC problems with elliptic and other separable constraints with strong curvature J Bouchala, Z Dostál, T Kozubek, L Pospíšil, P Vodstrčil Applied Mathematics and Computation 247, 848-864, 2014 | 14 | 2014 |
On a scalable nonparametric denoising of time series signals L Pospíšil, P Gagliardini, W Sawyer, I Horenko Communications in Applied Mathematics and Computational Science 13 (1), 107-138, 2018 | 12 | 2018 |
eSPA: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems E Vecchi, L Pospíšil, S Albrecht, TJ O'Kane, I Horenko Neural Computation 34 (5), 1220-1255, 2022 | 11 | 2022 |
Numerické metody I V Vondrák, L Pospíšil VŠB-TU Ostrava, Fakulta elektrotechniky a informatiky, 2011 | 10 | 2011 |
The projected Barzilai–Borwein method with fall-back for strictly convex QCQP problems with separable constraints L Pospíšil, Z Dostál Mathematics and Computers in Simulation 145, 79-89, 2018 | 9 | 2018 |
Active set expansion strategies in MPRGP algorithm J Kružík, D Horák, M Čermák, L Pospíšil, M Pecha Advances in Engineering Software 149, 102895, 2020 | 8 | 2020 |
Optimal iterative QP and QPQC algorithms Z Dostál, L Pospíšil Annals of Operations Research 243 (1-2), 5-18, 2016 | 8 | 2016 |
Minimizing quadratic functions with semidefinite Hessian subject to bound constraints Z Dostál, L Pospíšil Computers & Mathematics with Applications 70 (8), 2014-2028, 2015 | 8 | 2015 |
Development of Algorithms for Solving Minimizing Problems with Convex Quadratic Function on Special Convex Sets and Applications L Pospíšil Vysoká škola báňská-Technická univerzita Ostrava, 2015 | 8 | 2015 |
Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method L Pospisil, M Hasal, J Nowakova, J Platos 2015 International Conference on Intelligent Networking and Collaborative …, 2015 | 7 | 2015 |
Barzilai-Borwein method in graph drawing algorithm based on Kamada-Kawai algorithm M Hasal, L Pospisil, J Nowakova AIP Conference Proceedings 1738 (1), 360005, 2016 | 5 | 2016 |
An optimal algorithm with Barzilai-Borwein steplength and superrelaxation for QPQC problem L Pospíšil Programs and Algorithms of Numerical Mathematics, 155-161, 2013 | 5 | 2013 |
Conjugate gradients for symmetric positive semidefinite least-squares problems Z Dostál, L Pospíšil International Journal of Computer Mathematics 95 (11), 2229-2239, 2018 | 4 | 2018 |
Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography I Horenko, L Pospíšil, E Vecchi, S Albrecht, A Gerber, B Rehbock, A Stroh, ... Journal of Imaging 8 (6), 156, 2022 | 3 | 2022 |
SIFT feature extraction applied in SVM classification V Dorňák, M Čermák, M Pecha, L Pospíšil AIP Conference Proceedings 2425 (1), 170002, 2022 | 2 | 2022 |
Co-inference of data mislabelings reveals improved models in genomics and breast cancer diagnostics S Gerber, L Pospisil, S Sys, C Hewel, A Torkamani, I Horenko Frontiers in Artificial Intelligence 4, 739432, 2022 | 2 | 2022 |