Stanislaw Osowski

According to our database, Stanislaw Osowski authored at least 87 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comparative Study of Deep Learning Models in Melanoma Detection.

Farnaz Haghshenas, Adam Krzyzak, Stanislaw Osowski

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

2023

Random Ensemble of Extended CNN Structures for Medical Image Recognition.

Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski

Proceedings of the Advances in Computational Intelligence, 2023

Deep Learning Recommendation System for Stock Market Investments.

Michal Parzyszek, Stanislaw Osowski

Proceedings of the Advances in Computational Intelligence, 2023

2022

Random CNN structure: tool to increase generalization ability in deep learning.

Bartosz Swiderski, Stanislaw Osowski, Grzegorz Gwardys, Jaroslaw Kurek, Monika Slowinska, Iwona Lugowska

EURASIP J. Image Video Process., 2022

Detection of bearing failures using wavelet transformation and machine learning approach.

Maciej Golgowski, Stanislaw Osowski

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Deep neural system for supporting tumor recognition of mammograms using modified GAN.

Bartosz Swiderski, Lukasz Gielata, Pawel Olszewski, Stanislaw Osowski, Marcin Kolodziej

Expert Syst. Appl., 2021

Prediction of Air Pollution Using LSTM.

Stanislaw Osowski

Proceedings of the Advances in Computational Intelligence, 2021

Random Deep Neural Network for Melanoma Recognition.

Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska, Iwona Lugowska

Proceedings of the International Joint Conference on Neural Networks, 2021

Hierarchical System of Gene Selection Based on Deep Learning and Ensemble Approach.

Dominik Seweryn, Stanislaw Osowski

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Prediction of Customer Status in Corporate Banking Using Neural Networks.

Stanislaw Osowski, Lukasz Sierenski

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Learning Ensemble for Melanoma Recognition.

Stanislaw Osowski, Tomasz Les

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Automatic reconstruction of overlapped cells in breast cancer FISH images.

Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Marzena Jesiotr

Expert Syst. Appl., 2019

Voice Command Recognition Using Statistical Signal Processing and SVM.

Aleksandra Osowska, Stanislaw Osowski

Proceedings of the Advances in Computational Intelligence, 2019

2017

Gene selection in autism - Comparative study.

Tomasz Latkowski, Stanislaw Osowski

Neurocomputing, 2017

Novel methods of image description and ensemble of classifiers in application to mammogram analysis.

Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Michal Kruk, Iwona Lugowska, Piotr Rutkowski, Walid Barhoumi

Expert Syst. Appl., 2017

2016

Novel segmentation algorithm for identification of cell membrane staining in HER2 images.

Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Janusz Patera, Wojciech Kozlowski

Pattern Recognit. Lett., 2016

Aggregation of classifiers ensemble using local discriminatory power and quantiles.

Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Walid Barhoumi

Expert Syst. Appl., 2016

Fusion of FISH image analysis methods of HER2 status determination in breast cancer.

Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Wojciech Kozlowski, Marzena Jesiotr

Expert Syst. Appl., 2016

Data mining methods for prediction of air pollution.

Krzysztof Siwek, Stanislaw Osowski

Int. J. Appl. Math. Comput. Sci., 2016

2015

Computerized System for Quantitative Assessment of Atherosclerotic Plaques in the Femoral and Iliac Arteries Visualized by Multislice Computed Tomography.

Tomasz Markiewicz, Miroslaw Dziekiewicz, Stanislaw Osowski, Romana Boguslawska-Walecka, Wojciech Kozlowski, Marek Maruszynski

IEEE Trans. Biomed. Eng., 2015

Texture characterization based on the Kolmogorov-Smirnov distance.

Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Jaroslaw Kurek

Expert Syst. Appl., 2015

Data mining for feature selection in gene expression autism data.

Tomasz Latkowski, Stanislaw Osowski

Expert Syst. Appl., 2015

Melanoma recognition using extended set of descriptors and classifiers.

Michal Kruk, Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Monika Slowinska, Irena Walecka

EURASIP J. Image Video Process., 2015

Computerized system for recognition of autism on the basis of gene expression microarray data.

Tomasz Latkowski, Stanislaw Osowski

Comput. Biol. Medicine, 2015

Developing Gene Classifier System for Autism Recognition.

Tomasz Latkowski, Stanislaw Osowski

Proceedings of the Advances in Computational Intelligence, 2015

Hourglass Shapes in Rank Grey-Level Hit-or-miss Transform for Membrane Segmentation in HER2/neu Images.

Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Zaneta Swiderska, Janusz Patera, Wojciech Kozlowski

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Gradients and Active Contour Models for Localization of Cell Membrane in HER2/neu Images.

Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Janusz Patera, Wojciech Kozlowski

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

Data mining methods for gene selection on the basis of gene expression arrays.

Michal Muszynski, Stanislaw Osowski

Int. J. Appl. Math. Comput. Sci., 2014

Automatic Evaluation System of FISH Images in Breast Cancer.

Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Marzena Cichowicz, Wojciech Kozlowski

Proceedings of the Image and Signal Processing - 6th International Conference, 2014

2013

Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters.

Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski

Proceedings of the Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering, 2013

Automatic recognition of industrial tools using artificial intelligence approach.

Tomasz Les, Michal Kruk, Stanislaw Osowski

Expert Syst. Appl., 2013

2012

Recognition of Coffee Using Differential Electronic Nose.

Kazimierz Brudzewski, Stanislaw Osowski, Anna Dwulit

IEEE Trans. Instrum. Meas., 2012

Higher-order differentiation of network functions using signal flow graphs.

Stanislaw Osowski

Int. J. Circuit Theory Appl., 2012

Differential electronic nose and support vector machine for fast recognition of tobacco.

Kazimierz Brudzewski, Stanislaw Osowski, A. Golembiecka

Expert Syst. Appl., 2012

Improving the accuracy of prediction of PM₁₀ pollution by the wavelet transformation and an ensemble of neural predictors.

Krzysztof Siwek, Stanislaw Osowski

Eng. Appl. Artif. Intell., 2012

Multistage classification by using logistic regression and neural networks for assessment of financial condition of company.

Bartosz Swiderski, Jaroslaw Kurek, Stanislaw Osowski

Decis. Support Syst., 2012

Comparative Analysis of Feature Selection Methods for Blood Cell Recognition in Leukemia.

Tomasz Staroszczyk, Stanislaw Osowski, Tomasz Markiewicz

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

2011

Support Vector Machine for soft fault location in electrical circuits.

Robert Salat, Stanislaw Osowski

J. Intell. Fuzzy Syst., 2011

Neural system for heartbeats recognition using genetically integrated ensemble of classifiers.

Stanislaw Osowski, Krzysztof Siwek, Robert Siroic

Comput. Biol. Medicine, 2011

Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis.

Stanislaw Osowski, Krzysztof Siwek

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Signal flow graphs for determination of higher order sensitivities of circuit functions.

Stanislaw Osowski

Proceedings of the 20th European Conference on Circuit Theory and Design, 2011

2010

Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor.

Jaroslaw Kurek, Stanislaw Osowski

Neural Comput. Appl., 2010

Neural predictor ensemble for accurate forecasting of PM¹⁰ pollution.

Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski

Proceedings of the International Joint Conference on Neural Networks, 2010

Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network.

Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition.

Stanislaw Osowski, Robert Siroic, Tomasz Markiewicz, Krzysztof Siwek

IEEE Trans. Instrum. Meas., 2009

Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz

Neurocomputing, 2009

Recognition and classification of colon cells applying the ensemble of classifiers.

Michal Kruk, Stanislaw Osowski, Robert Koktysz

Comput. Biol. Medicine, 2009

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

Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk

Int. J. Appl. Math. Comput. Sci., 2009

Gene Selection for Cancer Classification through Ensemble of Methods.

Artur Wilinski, Stanislaw Osowski, Krzysztof Siwek

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction.

Krzysztof Siwek, Stanislaw Osowski

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Application of SVM for cell recognition in BCC skin pathology.

Tomasz Markiewicz, Stanislaw Osowski, Cezary Jochymski, Joanna Narbutt, Wojciech Kozlowski

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Single-class SVM classifier for localization of epileptic focus on the basis of EEG.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz

Proceedings of the International Joint Conference on Neural Networks, 2008

Ensemble of neural predictors for forecasting the atmospheric pollution.

Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski

Proceedings of the International Joint Conference on Neural Networks, 2008

Support Vector Machine for diagnosis of the bars of cage inductance motor.

Jaroslaw Kurek, Stanislaw Osowski

Proceedings of the 15th IEEE International Conference on Electronics, Circuits and Systems, 2008

2007

Forecasting of the daily meteorological pollution using wavelets and support vector machine.

Stanislaw Osowski, Konrad Garanty

Eng. Appl. Artif. Intell., 2007

Recognition of Colon Cells Using Ensemble of Classifiers.

Michal Kruk, Stanislaw Osowski, Robert Koktysz

Proceedings of the International Joint Conference on Neural Networks, 2007

Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

White Blood Cell Automatic Counting System Based on Support Vector Machine.

Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Data mining techniques for feature selection in blood cell recognition.

Tomasz Markiewicz, Stanislaw Osowski

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2005

Recognition of Heartbeats Using Support Vector Machine Networks - A Comparative Study.

Stanislaw Osowski, Tran Haoi Linh, Tomasz Markiewicz

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Support Vector Machine for Recognition of Bio-products in Gasoline.

Kazimierz Brudzewski, Stanislaw Osowski, Tomasz Markiewicz, Jan Ulaczyk

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Lyapunov exponent of EEG signal for epileptic seizure characterization.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Rysz

Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005

Blind source separation for improved load forecasting in the power system.

Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski

Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005

2004

Neuro-fuzzy network for flavor recognition and classification.

Stanislaw Osowski, Tran Haoi Linh, Kazimierz Brudzewski

IEEE Trans. Instrum. Meas., 2004

Neuro-fuzzy TSK network for calibration of semiconductor sensor array for gas measurements.

Stanislaw Osowski, Tran Haoi Linh, Kazimierz Brudzewski

IEEE Trans. Instrum. Meas., 2004

Support vector machine-based expert system for reliable heartbeat recognition.

Stanislaw Osowski, Tran Hoai Linh, Tomasz Markiewicz

IEEE Trans. Biomed. Eng., 2004

Feature generation for the cell image recognition of myelogenous leukemia.

Stanislaw Osowski, Tomasz Markiewicz, Bozena Marianska, Leszek Moszczynski

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

On-line heart beat recognition using Hermite polynomials and neuro-fuzzy network.

Tran Hoai Linh, Stanislaw Osowski, Maciej Stodolski

IEEE Trans. Instrum. Meas., 2003

2002

Higher order statistics and neural network for tremor recognition.

Jacek Jakubowski, Krzystof Kwiatos, Augustyn Chwaleba, Stanislaw Osowski

IEEE Trans. Biomed. Eng., 2002

Fourier and wavelet descriptors for shape recognition using neural networks - a comparative study.

Stanislaw Osowski, Do Dinh Nghia

Pattern Recognit., 2002

2001

ECG beat recognition using fuzzy hybrid neural network.

Stanislaw Osowski, Tran Hoai Linh

IEEE Trans. Biomed. Eng., 2001

Regularization of neural networks for improved load forecasting in power system.

Krzysztof Siwek, Stanislaw Osowski

Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

2000

Fuzzy self-organizing hybrid neural network for gas analysis system.

Stanislaw Osowski, Kazimierz Brudzewski

IEEE Trans. Instrum. Meas., 2000

Fuzzy Clustering Neural Network for Classification of ECG Beats.

Stanislaw Osowski, Tran Hoai Linh

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Learning in dynamic neural networks using signal flow graphs.

Stanislaw Osowski, Andrzej Cichocki

Int. J. Circuit Theory Appl., 1999

The selforganizing neural network approach to load forecasting in the power system.

Stanislaw Osowski, Krzysztof Siwek

Proceedings of the International Joint Conference Neural Networks, 1999

Wavelet transform approach to the detection of the breaking point of the transient signal in the circuit.

Stanislaw Osowski, Andrzej Majkowski

Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

1998

Self-organizing neural network for fault location in electrical circuits.

Stanislaw Osowski, Krzysztof Siwek

Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998

1997

Robust PCA neural networks for random noise reduction of the data.

Stanislaw Osowski, Andrzej Majkowski, Andrzej Cichocki

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Fast Second Order Learning Algorithm for Feedforward Multilayer Neural Networks and its Applications.

Stanislaw Osowski, Piotr Bojarczak, Maciej Stodolski

Neural Networks, 1996

Multilayer Volterra Filter and its Applications.

Stanislaw Osowski

Neural Comput. Appl., 1996

1995

Signal Flow Graphs as an Efficient Tool for Gradient and Exact Hessian Determination.

Stanislaw Osowski, Jeanny Hérault

Complex Syst., 1995

Image Compression Using Feedforward Neural Networks - Hierarchical Approach.

Stanislaw Osowski, Robert Waszczuk, Piotr Bojarczak

Proceedings of the From Natural to Artificial Neural Computation, 1995

1994

Signal flow graphs and neural networks.

Stanislaw Osowski

Biol. Cybern., 1994

Multilayer Neural Network Structures as Volterra Filter.

Stanislaw Osowski, Than Vu Quang

Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

1993

Neural networks in interpolation problems.

Stanislaw Osowski

Neurocomputing, 1993

1992

Neural network for non-linear programming with linear equality constraints.

Stanislaw Osowski

Int. J. Circuit Theory Appl., 1992