Jerzy Swiatek

Orcid: 0000-0002-4986-8092

According to our database1, Jerzy Swiatek authored at least 30 papers between 1983 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Dictionary adaptation and variational mode decomposition for gyroscope signal enhancement.
Appl. Intell., 2021

A Simple-Units Complex-Structure Neural Network model of the Basal Ganglia to simulate reinforcement learning tasks.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020
Improving Variational Mode Decomposition-Based Signal Enhancement with the Use of Total Variation Denoising.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

Generative Modeling in Application to Point Cloud Completion.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Comparison of Aggregation Functions for 3D Point Clouds Classification.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
Generative Adversarial Networks: Recent Developments.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

2017
Empirical Mode Decomposition Based Denoising Algorithm for Fibre Optical Gyroscope Measurement.
Proceedings of the 25th International Conference on Systems Engineering, 2017

2016
Self-paced Learning for Imbalanced Data.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Test Scenarios and Validation Results of POP Methodology.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 2015

Algorithm to Plan Athlete's Prolonged Training Based on Model of Physiological Response.
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014
Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients.
Appl. Soft Comput., 2014

Accelerated learning for Restricted Boltzmann Machine with momentum term.
Proceedings of the Progress in Systems Engineering, 2014

Application of Nonlinear State Estimation Methods for Sport Training Support.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013
Cost Sensitive SVM with Non-informative Examples Elimination for Imbalanced Postoperative Risk Management Problem.
Proceedings of the Advances in Systems Science, 2013

Ensemble SVM for imbalanced data and missing values in postoperative risk management.
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

2012
Gaussian process regression as a predictive model for Quality-of-Service in Web service systems
CoRR, 2012

Ensemble Classifier for Solving Credit Scoring Problems.
Proceedings of the Technological Innovation for Value Creation, 2012

System Analysis Techniques in eHealth Systems: A Case Study.
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012

2011
Personalisation in Service-Oriented Systems Using Markov Chain Model and Bayesian Inference.
Proceedings of the Technological Innovation for Sustainability, 2011

2010
Selected Problems of the Static Complex Systems Identification.
Proceedings of the Intelligent Information and Database Systems, 2010

2009
Static and dynamic complex models: comparison and application to chemical systems.
Kybernetes, 2009

Different Approaches to Model Relationship Between EMG Signals and Force Moments in Human Skeletal Muscle. Analysis for Diagnosis of Neuronmuscular Disorders.
Fundam. Informaticae, 2009

Making decisions in a two-stage identification system with knowledge updating.
Artif. Life Robotics, 2009

2008
Stable Learning Algorithm of Global Neural Network for Identification of Dynamic Complex Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007
Parameter Estimation of Systems Described by the Relation with Noisy Observations.
J. Univers. Comput. Sci., 2007

Global and Local Approach to Complex Systems Modeling Using Dynamic Neural Networks- Analogy with Multiagent Systems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

A Pattern Recognition Algorithm Used in Knowledge-Based Adaptive Control System to Select Strategy.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

2006
Parameter Estimation of Systems Described by the Relation by Maximum Likelihood Method.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2004
Global Identification of Complex Systems with Cascade Structure.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

1983
On two-stage parameter estimation in static system.
IEEE Trans. Syst. Man Cybern., 1983


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