Ryszard Szupiluk

发表

Noise Detection for Latent Component Classification in Ensemble Method

Ryszard Szupiluk, R. Szupiluk, 2010 .

Smooth Component Analysis as Ensemble Method for Prediction Improvement

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2007, ICA.

Methodology and practical aspects of signal filtration based on Blind Source Separation

Ryszard Szupiluk, Paweł Rubach, 2019 .

IDENTYFIKACJA KOMPONENTÓW DESTRUKCYJNYCH W MODELACH PREDYKCYJNYCH W PODEJŚCIU WIELOMODELOWYM

Ryszard Szupiluk, Paweł Rubach, Ryszard Szupiluk, 2017 .

Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2012, ICAISC.

Analysis of Financial Time Series Morphology with AMUSE Algorithm and Its Extensions

Ryszard Szupiluk, Tomasz Ząbkowski, T. Sobon, 2016 .

Noise Identification in Multivariate Time Series Modelling with Divergence Approach

Ryszard Szupiluk, R. Szupiluk, 2013, BIR.

Multistage Covariance Approach to Measure the Randomness in Financial Time Series Analysis

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2011, KES-AMSTA.

Ensemble methods with non-negative matrix factorization for non-payment prevention system

Ryszard Szupiluk, Tomasz Ząbkowski, Piotr Wojewnik, 2007 .

Blind Source Separation for Improved Load Forecasting on Individual Household Level

Ryszard Szupiluk, Krzysztof Gajowniczek, Tomasz Zabkowski, 2015, CORES.

Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2008, KES.

ICA method and RBF neural network for prediction improvement

Krzysztof Siwek, Ryszard Szupiluk, Tomasz Ząbkowski, 2007 .

Extreme Value Model for Volatility Measure in Machine Learning Ensemble

Ryszard Szupiluk, Pawel Rubach, 2018, ICAISC.

Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2010, KES-AMSTA.

Prediction Improvement via Smooth Component Analysis and Neural Network Mixing

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2006, ICANN.

Smooth Component Analysis and MSE Decomposition for Ensemble Methods

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2012, KES-AMSTA.

PCA and ICA Methods for Prediction Results Enhancement

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2005, Intelligent Information Systems.

Agregacja modeli predykcyjnych z wykorzystaniem dekompozycji błędu średniokwadratowego

Ryszard Szupiluk, Ryszard Szupiluk, 2009 .

Independent Component Analysis for Filtration in Data Mining

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2004, Intelligent Information Systems.

Combining Forecasts with Blind Signal Separation Methods in Electric Load Prediction Framework

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2006, Artificial Intelligence and Applications.

The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2011, ICANNGA.

A State Space Approach and Hurst Exponent for Ensemble Predictors

Ryszard Szupiluk, Tomasz Zabkowski, R. Szupiluk, 2013, EANN.

Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System

Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, 2009, Int. J. Appl. Math. Comput. Sci..

Signal Randomness Measure for BSS Ensemble Predictors

Ryszard Szupiluk, Tomasz Zabkowski, R. Szupiluk, 2014, ICAISC.

Ryszard Szupiluk, Tomasz Zabkowski, R. Szupiluk, 2013, ICANNGA.

Nowe metody analizy danych a teoria ekonomii

Ryszard Szupiluk, Ryszard Szupiluk, 2015 .

Independent Component Analysis Filtration for Value at Risk Modelling

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2013, ICANN.

Noise Detection for Ensemble Methods

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2010, ICAISC.

EGLD system for noise identification in ensemble predictors

Ryszard Szupiluk, Tomasz Ząbkowski, R. Szupiluk, 2014 .

Model Improvement by the Statistical Decomposition

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2004, ICAISC.

Estimating the ROC Curve and Its Significance for Classification Models' Assessment

Ryszard Szupiluk, Krzysztof Gajowniczek, Tomasz Ząbkowski, 2014 .

Postprocessing Integration of Models in Knowledge Discovery

Ryszard Szupiluk, Tomasz Ząbkowski, Piotr Wojewnik, 2004 .

Identification of Delays in AMUSE Algorithm for Blind Signal Separation of Financial Data

Ryszard Szupiluk, Pawel Rubach, R. Szupiluk, 2020, ICAISC.

Blind Signal Separation Methods for Integration of Neural Networks Results

Ryszard Szupiluk, Tomasz Zabkowski, Piotr Wojewnik, 2006, 2006 9th International Conference on Information Fusion.

Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks

Ryszard Szupiluk, Krzysztof Gajowniczek, Tomasz Zabkowski, 2015, ICAISC.