Jerzy Swiatek

Publication Activity (10 Years)

Years Active: 1983-2021
Publications (10 Years): 11

Top Topics

Ensemble Classifier

Gaussian Process

Top Venues

Publications

Jaroslaw Drapala, Dorota Frydecka, Jerzy Swiatek
A Simple-Units Complex-Structure Neural Network model of the Basal Ganglia to simulate reinforcement learning tasks. KES (2021)
Krzysztof Brzostowski, Jerzy Swiatek
Dictionary adaptation and variational mode decomposition for gyroscope signal enhancement. Appl. Intell. 51 (4) (2021)
Maciej Zamorski, Maciej Zieba, Jerzy Swiatek
Comparison of Aggregation Functions for 3D Point Clouds Classification. ACIIDS (1) (2020)
Krzysztof Brzostowski, Jerzy Swiatek
Improving Variational Mode Decomposition-Based Signal Enhancement with the Use of Total Variation Denoising. IEA/AIE (2020)
Maciej Zamorski, Maciej Zieba, Jerzy Swiatek
Generative Modeling in Application to Point Cloud Completion. ICAISC (1) (2020)
Maciej Zamorski, Adrian Zdobylak, Maciej Zieba, Jerzy Swiatek
Generative Adversarial Networks: Recent Developments. ICAISC (1) (2019)
Maciej Zamorski, Adrian Zdobylak, Maciej Zieba, Jerzy Swiatek
Generative Adversarial Networks: recent developments. CoRR (2019)
Krzysztof Brzostowski, Jerzy Swiatek
Empirical Mode Decomposition Based Denoising Algorithm for Fibre Optical Gyroscope Measurement. ICSEng (2017)
Maciej Zieba, Jakub M. Tomczak, Jerzy Swiatek
Self-paced Learning for Imbalanced Data. ACIIDS (1) (2016)
Krzysztof Brzostowski, Jaroslaw Drapala, Grzegorz Dziedzic, Jerzy Swiatek
Algorithm to Plan Athlete's Prolonged Training Based on Model of Physiological Response. ACIIDS (1) (2015)
Grzegorz Kolaczek, Pawel Swiatek, Jerzy Swiatek, Krzysztof Brzostowski, Adam Grzech, Arkadiusz Slawek
Test Scenarios and Validation Results of POP Methodology. ISAT (3) (2015)
Szymon Zareba, Adam Gonczarek, Jakub M. Tomczak, Jerzy Swiatek
Accelerated learning for Restricted Boltzmann Machine with momentum term. ICSEng (2014)
Krzysztof Brzostowski, Jaroslaw Drapala, Jerzy Swiatek
Application of Nonlinear State Estimation Methods for Sport Training Support. ACIIDS (1) (2014)
Maciej Zieba, Jakub M. Tomczak, Marek Lubicz, Jerzy Swiatek
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. 14 (2014)
Maciej Zieba, Jerzy Swiatek, Marek Lubicz
Cost Sensitive SVM with Non-informative Examples Elimination for Imbalanced Postoperative Risk Management Problem. ICSS (2013)
Maciej Zieba, Jerzy Swiatek
Ensemble SVM for imbalanced data and missing values in postoperative risk management. Healthcom (2013)
Krzysztof Brzostowski, Jaroslaw Drapala, Jerzy Swiatek
System Analysis Techniques in eHealth Systems: A Case Study. ACIIDS (1) (2012)
Jakub M. Tomczak, Jerzy Swiatek, Krzysztof J. Latawiec
Gaussian process regression as a predictive model for Quality-of-Service in Web service systems CoRR (2012)
Maciej Zieba, Jerzy Swiatek
Ensemble Classifier for Solving Credit Scoring Problems. DoCEIS (2012)
Jakub M. Tomczak, Jerzy Swiatek
Personalisation in Service-Oriented Systems Using Markov Chain Model and Bayesian Inference. DoCEIS (2011)
Jerzy Swiatek
Selected Problems of the Static Complex Systems Identification. ACIIDS (1) (2010)
Krzysztof Brzostowski, Jerzy Swiatek
Making decisions in a two-stage identification system with knowledge updating. Artif. Life Robotics 14 (3) (2009)
Grzegorz Dralus, Jerzy Swiatek
Static and dynamic complex models: comparison and application to chemical systems. Kybernetes 38 (7/8) (2009)
Krzysztof Brzostowski, Jerzy Swiatek
Different Approaches to Model Relationship Between EMG Signals and Force Moments in Human Skeletal Muscle. Analysis for Diagnosis of Neuronmuscular Disorders. Fundam. Informaticae 96 (4) (2009)
Jaroslaw Drapala, Jerzy Swiatek, Krzysztof Brzostowski
Stable Learning Algorithm of Global Neural Network for Identification of Dynamic Complex Systems. ICAISC (2008)
Jaroslaw Drapala, Jerzy Swiatek
Global and Local Approach to Complex Systems Modeling Using Dynamic Neural Networks- Analogy with Multiagent Systems. KES (2) (2007)
Krzysztof Brzostowski, Jerzy Swiatek
A Pattern Recognition Algorithm Used in Knowledge-Based Adaptive Control System to Select Strategy. KES (2) (2007)
Jerzy Swiatek
Parameter Estimation of Systems Described by the Relation with Noisy Observations. J. Univers. Comput. Sci. 13 (2) (2007)
Jerzy Swiatek
Parameter Estimation of Systems Described by the Relation by Maximum Likelihood Method. ICAISC (2006)
Jerzy Swiatek
Global Identification of Complex Systems with Cascade Structure. ICAISC (2004)
Jerzy Swiatek
On two-stage parameter estimation in static system. IEEE Trans. Syst. Man Cybern. 13 (1) (1983)