Marcin Korzen

Grigory M. Sklyar

Svetlana Yu. Ignatovich

Jaroslaw Wozniak

Proceedings of the Computational Science - ICCS 2024, 2024

Sparse Convolutional Neural Network for Localization and Orientation Prediction and Application to Drone Control.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Vision-Based Mobile Robots Control Along a Given Trajectory.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Comparison of Graph Fitting and Sparse Deep Learning Model for Robot Pose Estimation.

[BibT_eX]

[DOI]

Sensors, 2022

2021

Can Boosted Randomness Mimic Learning Algorithms of Geometric Nature? Example of a Simple Algorithm That Converges in Probability to Hard-Margin SVM.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

2020

Fitting Penalized Logistic Regression Models Using QR Factorization.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Regularized Learning of Neural Network with Application to Sparse PCA.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Image Smoothing Using \ell ^p ℓ p Penalty for 0\le p\le 1 0 ≤ p ≤ 1 with Use of Alternating Minimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Progress in Computer Recognition Systems, 2019

2017

Toward an excellence-based research funding system: Evidence from Poland.

[BibT_eX]

[DOI]

Emanuel Kulczycki

Przemyslaw Korytkowski

J. Informetrics, 2017

Learning ℓ<sup>1</sup>-penalized logistic regressions with smooth approximation.

[BibT_eX]

[DOI]

Michal Sklyar

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2013

Logistic regression with weight grouping priors.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2013

2012

Arithmetic Operations on Independent Random Variables: A Numerical Approach.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2012

Sample Complexity of Linear Learning Machines with Different Restrictions over Weights.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Sets of approximating functions with finite Vapnik-Chervonenkis dimension for nearest-neighbors algorithms.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

2008

Maximal Margin Estimation with Perceptron-Like Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

Approximating Representations for Large Numerical Databases.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Application of the Peano Curve for the Robot Trajectory Generating.

[BibT_eX]

[DOI]

Marcin Plucinski

Proceedings of the Advances in Information Processing and Protection., 2007

2006

Comparison of Information Theoretical Measures for Reduct Finding.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005

Finding Reducts Without Building the Discernibility Matrix.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

2004

An Evolutionary Clustering Algorithm.

[BibT_eX]

[DOI]