Przemyslaw Klesk
Orcid: 0000-0002-5579-187X
According to our database1,
Przemyslaw Klesk
authored at least 30 papers
between 2005 and 2021.
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Bibliography
2021
Can Boosted Randomness Mimic Learning Algorithms of Geometric Nature? Example of a Simple Algorithm That Converges in Probability to Hard-Margin SVM.
IEEE Trans. Neural Networks Learn. Syst., 2021
Extended Zernike invariants backed with complex-valued integral images for detection tasks.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Logarithmic Least Squares criterion revisited for general matrices of pairwise comparisons.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
2020
Proceedings of the Computational Science - ICCS 2020, 2020
Reduction of Numerical Errors in Zernike Invariants Computed via Complex-Valued Integral Images.
Proceedings of the Computational Science - ICCS 2020, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
Constant-Time Calculation of Zernike Moments for Detection with Rotational Invariance.
IEEE Trans. Pattern Anal. Mach. Intell., 2019
From Synthetic Images Towards Detectors of Real Objects: A Case Study on Road Sign Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2019
2018
Statistical moments calculated via integral images in application to landmine detection from Ground Penetrating Radar 3D scans.
Pattern Anal. Appl., 2018
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
2017
Constant-Time Fourier Moments for Face Detection - Can Accuracy of Haar-Like Features Be Beaten?
Proceedings of the Artificial Intelligence and Soft Computing, 2017
2016
Fast Extraction of 3D Fourier Moments via Multiple Integral Images: An Application to Antitank Mine Detection in GPR C-Scans.
Proceedings of the Computer Vision and Graphics - International Conference, 2016
Proceedings of the Artificial Intelligence and Soft Computing, 2016
2015
Fast Analysis of C-Scans From Ground Penetrating Radar via 3-D Haar-Like Features With Application to Landmine Detection.
IEEE Trans. Geosci. Remote. Sens., 2015
A Comparison of Shallow Decision Trees Under Real-Boost Procedure with Application to Landmine Detection Using Ground Penetrating Radar.
Proceedings of the Artificial Intelligence and Soft Computing, 2015
2014
Boosted Classifiers for Antitank Mine Detection in C-Scans from Ground-Penetrating Radar.
Proceedings of the Soft Computing in Computer and Information Science, 2014
2013
Landmine Detection in 3D Images from Ground Penetrating Radar Using Haar-Like Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2013
2012
Sample Complexity of Linear Learning Machines with Different Restrictions over Weights.
Proceedings of the Artificial Intelligence and Soft Computing, 2012
A Comparison of Complexity Selection Approaches for Polynomials Based on: Vapnik-Chervonenkis Dimension, Rademacher Complexity and Covering Numbers.
Proceedings of the Artificial Intelligence and Soft Computing, 2012
Probabilistic Estimation of Vapnik-Chervonenkis Dimension.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012
2011
Sets of approximating functions with finite Vapnik-Chervonenkis dimension for nearest-neighbors algorithms.
Pattern Recognit. Lett., 2011
Proceedings of the Agents and Artificial Intelligence - Third International Conference, 2011
A Relationship between Cross-validation and Vapnik Bounds on Generalization of Learning Machines.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
2010
Probabilities of discrepancy between minima of cross-validation, Vapnik bounds and true risks.
Int. J. Appl. Math. Comput. Sci., 2010
Proceedings of the Artificial Intelligence and Soft Computing, 2010
2008
Proceedings of the Artificial Intelligence and Soft Computing, 2008
2005
Algorithm for Automatic Definition of Validated and Non-Validated Region in Multi-Dimensional Space.
Proceedings of the Enhanced Methods in Computer Security, 2005
Proceedings of the Information Processing and Security Systems., 2005