Ewaryst Rafajlowicz

Proceedings of the Computational Science - ICCS 2023, 2023

Learning Bezier-Durrmeyer Type Descriptors for Classifying Curves - Preliminary Studies.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Learning Functional Descriptors Based on the Bernstein Polynomials - Preliminary Studies.

[BibT_eX]

[DOI]

Jedrzej Wieckowski

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021

Classifying Functional Data from Orthogonal Projections - Model, Properties and Fast Implementation.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2021, 2021

Learning Shape Sensitive Descriptors for Classifying Functional Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020

Classifying Image Series with a Reoccurring Concept Drift Using a Markov Chain Predictor as a Feedback.

[BibT_eX]

[DOI]

Magda Skoczen

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Iterative Learning of Optimal Control for Nonlinear Processes With Applications to Laser Additive Manufacturing.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2019

Classifying Image Sequences with the Markov Chain Structure and Matrix Normal Distributions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Iterative learning in optimal control of linear dynamic processes.

[BibT_eX]

[DOI]

Int. J. Control, 2018

Classifiers for Matrix Normal Images: Derivation and Testing.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Robustness of Raw Images Classifiers Against the Class Imbalance - A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2018

2017

Image-driven, model-free control of repetitive processes based on machine learning.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Multidimensional (nD) Systems (nDS), 2017

Camera in the control loop - methods and selected industrial applications.

[BibT_eX]

[DOI]

Proceedings of the Trends in Advanced Intelligent Control, Optimization and Automation - Proceedings of KKA 2017, 2017

Iterative Learning of Optimal Control - Case Study of the Gantry Robot.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Image-Driven Decision Making with Application to Control Gas Burners.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2017

2016

Iterative Learning in Repetitive Optimal Control of Linear Dynamic Processes.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Simulations for Tuning a Laser Power Control System of the Cladding Process.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2016

2015

Massively Parallel Change Detection with Application to Visual Quality Control.

[BibT_eX]

[DOI]

Karol Nizynski

Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014

Statistical Classifier with Ordered Decisions as an Image Based Controller with Application to Gas Burners.

[BibT_eX]

[DOI]

Halina Pawlak-Kruczek

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Control of linear extended nD systems with minimized sensitivity to parameter uncertainties.

[BibT_eX]

[DOI]

Multidimens. Syst. Signal Process., 2013

Deployment of Sensors According to Quasi-Random and Well Distributed Sequences for Nonparametric Estimation of Spatial Means of Random Fields.

[BibT_eX]

[DOI]

Proceedings of the System Modeling and Optimization, 2013

More Safe Optimal Input Signals for Parameter Estimation of Linear Systems Described by ODE.

[BibT_eX]

[DOI]

Proceedings of the System Modeling and Optimization, 2013

Random Sieve Based on Projections for RBF Neural Net Structure Selection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Sampling multidimensional signals by a new class of quasi-random sequences.

[BibT_eX]

[DOI]

Multidimens. Syst. Signal Process., 2012

Classifiers sensitive to external context - theory and applications to video sequences.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2012

A modified filter SQP method as a tool for optimal control of nonlinear systems with spatio-temporal dynamics.

[BibT_eX]

[DOI]

Krystyn Styczen

Int. J. Appl. Math. Comput. Sci., 2012

Dimensionality Reduction Using External Context in Pattern Recognition Problems with Ordered Labels.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Fletcher's Filter Methodology as a Soft Selector in Evolutionary Algorithms for Constrained Optimization.

[BibT_eX]

[DOI]

Proceedings of the Swarm and Evolutionary Computation, 2012

2011

(n+r)D systems and their control with reduced sensitivity to parametric uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Multidimensional (nD) Systems, 2011

2010

Nonparametric sequential change-point detection by a vertically trimmed box method.

[BibT_eX]

[DOI]

Ansgar Steland

IEEE Trans. Inf. Theory, 2010

Recognition of Finite Structures with Application to Moving Objects Identification.

[BibT_eX]

[DOI]

Jerzy Wietrzych

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Pattern Recognition with Linearly Structured Labels Using Recursive Kernel Estimator.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009

Fusion of External Context and Patterns - Learning from Video Streams.

[BibT_eX]

[DOI]

Proceedings of the Computer Recognition Systems 3, 2009

2008

Testing Homogeneity of Coefficients in Distributed Systems With Application to Quality Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2008

Local Detection Of Defects From Image Sequences.

[BibT_eX]

[DOI]

Marek Wnuk

Int. J. Appl. Math. Comput. Sci., 2008

Nonlinear Image Processing and Filtering: A Unified Approach Based on Vertically Weighted Regression.

[BibT_eX]

[DOI]

Ansgar Steland

Int. J. Appl. Math. Comput. Sci., 2008

MAD Loss in Pattern Recognition and RBF Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Improving the Efficiency of Counting Defects by Learning RBF Nets with MAD Loss.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Equidistributed sequences along space-filling curves in sampling of images.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2006

RBF Nets in Faults Localization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2004

Testing (non-)existence of input-output relationships by estimating fractal dimensions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

Context-dependent neural nets-structures and learning.

[BibT_eX]

[DOI]

Piotr Ciskowski

IEEE Trans. Neural Networks, 2004

Optimization of Centers' Positions for RBF Nets with Generalized Kernels.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

Postfiltering versus prefiltering for signal recovery from noisy samples.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2003

2002

Non-Linear Local Harmonic Filters For Edge-Preserving Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000

Repeated least squares with inversion and its application in identifying linear distributed-parameter systems.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2000

1997

Moving average restoration of bandlimited signals from noisy observations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1997

Consistency of orthogonal series density estimators based on grouped observations.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1997

1996

Linear systems identification from random threshold binary data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1996

Exponential weighting algorithms for reconstruction of bandlimited signals.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1996

System identification from cheap, qualitative output observations.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1996

1994

On restoring band-limited signals.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1994

Efficient algorithm for a class of least squares estimation problems.

[BibT_eX]

[DOI]

Wojciech Myszka

IEEE Trans. Autom. Control., 1994

1986

Sequential identification algorithm and controller choice for a certain class of distributed systems.

[BibT_eX]

[DOI]

Kybernetika, 1986

1984

Optimization of measurements for state estimation in parabolic distributed systems.

[BibT_eX]

[DOI]