Stanislaw Osowski

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 18

Top Topics

Top Venues

Expert Syst. Appl.

EURASIP J. Image Video Process.

Publications

Michal Parzyszek, Stanislaw Osowski
Deep Learning Recommendation System for Stock Market Investments. IWANN (1) (2023)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski
Random Ensemble of Extended CNN Structures for Medical Image Recognition. IWANN (1) (2023)
Maciej Golgowski, Stanislaw Osowski
Detection of bearing failures using wavelet transformation and machine learning approach. IJCNN (2022)
Bartosz Swiderski, Stanislaw Osowski, Grzegorz Gwardys, Jaroslaw Kurek, Monika Slowinska, Iwona Lugowska
Random CNN structure: tool to increase generalization ability in deep learning. EURASIP J. Image Video Process. 2022 (1) (2022)
Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska, Iwona Lugowska
Random Deep Neural Network for Melanoma Recognition. IJCNN (2021)
Stanislaw Osowski
Prediction of Air Pollution Using LSTM. IWANN (2) (2021)
Bartosz Swiderski, Lukasz Gielata, Pawel Olszewski, Stanislaw Osowski, Marcin Kolodziej
Deep neural system for supporting tumor recognition of mammograms using modified GAN. Expert Syst. Appl. 164 (2021)
Dominik Seweryn, Stanislaw Osowski
Hierarchical System of Gene Selection Based on Deep Learning and Ensemble Approach. IJCNN (2021)
Stanislaw Osowski, Lukasz Sierenski
Prediction of Customer Status in Corporate Banking Using Neural Networks. IJCNN (2020)
Stanislaw Osowski, Tomasz Les
Deep Learning Ensemble for Melanoma Recognition. IJCNN (2020)
Aleksandra Osowska, Stanislaw Osowski
Voice Command Recognition Using Statistical Signal Processing and SVM. IWANN (1) (2019)
Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Marzena Jesiotr
Automatic reconstruction of overlapped cells in breast cancer FISH images. Expert Syst. Appl. 137 (2019)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Michal Kruk, Iwona Lugowska, Piotr Rutkowski, Walid Barhoumi
Novel methods of image description and ensemble of classifiers in application to mammogram analysis. Expert Syst. Appl. 81 (2017)
Tomasz Latkowski, Stanislaw Osowski
Gene selection in autism - Comparative study. Neurocomputing 250 (2017)
Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Wojciech Kozlowski, Marzena Jesiotr
Fusion of FISH image analysis methods of HER2 status determination in breast cancer. Expert Syst. Appl. 61 (2016)
Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Walid Barhoumi
Aggregation of classifiers ensemble using local discriminatory power and quantiles. Expert Syst. Appl. 46 (2016)
Krzysztof Siwek, Stanislaw Osowski
Data mining methods for prediction of air pollution. Int. J. Appl. Math. Comput. Sci. 26 (2) (2016)
Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Janusz Patera, Wojciech Kozlowski
Novel segmentation algorithm for identification of cell membrane staining in HER2 images. Pattern Recognit. Lett. 84 (2016)
Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Zaneta Swiderska, Janusz Patera, Wojciech Kozlowski
Hourglass Shapes in Rank Grey-Level Hit-or-miss Transform for Membrane Segmentation in HER2/neu Images. ISMM (2015)
Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Jaroslaw Kurek
Texture characterization based on the Kolmogorov-Smirnov distance. Expert Syst. Appl. 42 (1) (2015)
Tomasz Latkowski, Stanislaw Osowski
Developing Gene Classifier System for Autism Recognition. IWANN (2) (2015)
Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Janusz Patera, Wojciech Kozlowski
Gradients and Active Contour Models for Localization of Cell Membrane in HER2/neu Images. CAIP (1) (2015)
Tomasz Latkowski, Stanislaw Osowski
Data mining for feature selection in gene expression autism data. Expert Syst. Appl. 42 (2) (2015)
Michal Kruk, Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Monika Slowinska, Irena Walecka
Melanoma recognition using extended set of descriptors and classifiers. EURASIP J. Image Video Process. 2015 (2015)
Tomasz Latkowski, Stanislaw Osowski
Computerized system for recognition of autism on the basis of gene expression microarray data. Comput. Biol. Medicine 56 (2015)
Tomasz Markiewicz, Miroslaw Dziekiewicz, Stanislaw Osowski, Romana Boguslawska-Walecka, Wojciech Kozlowski, Marek Maruszynski
Computerized System for Quantitative Assessment of Atherosclerotic Plaques in the Femoral and Iliac Arteries Visualized by Multislice Computed Tomography. IEEE Trans. Biomed. Eng. 62 (6) (2015)
Michal Muszynski, Stanislaw Osowski
Data mining methods for gene selection on the basis of gene expression arrays. Int. J. Appl. Math. Comput. Sci. 24 (3) (2014)
Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Marzena Cichowicz, Wojciech Kozlowski
Automatic Evaluation System of FISH Images in Breast Cancer. ICISP (2014)
Tomasz Les, Michal Kruk, Stanislaw Osowski
Automatic recognition of industrial tools using artificial intelligence approach. Expert Syst. Appl. 40 (12) (2013)
Bartosz Swiderski, Jaroslaw Kurek, Stanislaw Osowski
Multistage classification by using logistic regression and neural networks for assessment of financial condition of company. Decis. Support Syst. 52 (2) (2012)
Tomasz Staroszczyk, Stanislaw Osowski, Tomasz Markiewicz
Comparative Analysis of Feature Selection Methods for Blood Cell Recognition in Leukemia. MLDM (2012)
Stanislaw Osowski
Higher-order differentiation of network functions using signal flow graphs. Int. J. Circuit Theory Appl. 40 (9) (2012)
Kazimierz Brudzewski, Stanislaw Osowski, A. Golembiecka
Differential electronic nose and support vector machine for fast recognition of tobacco. Expert Syst. Appl. 39 (10) (2012)
Krzysztof Siwek, Stanislaw Osowski
pollution by the wavelet transformation and an ensemble of neural predictors. Eng. Appl. Artif. Intell. 25 (6) (2012)
Kazimierz Brudzewski, Stanislaw Osowski, Anna Dwulit
Recognition of Coffee Using Differential Electronic Nose. IEEE Trans. Instrum. Meas. 61 (6) (2012)
Stanislaw Osowski, Krzysztof Siwek
Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis. ICANNGA (1) (2011)
Stanislaw Osowski, Krzysztof Siwek, Robert Siroic
Neural system for heartbeats recognition using genetically integrated ensemble of classifiers. Comput. Biol. Medicine 41 (3) (2011)
Robert Salat, Stanislaw Osowski
Support Vector Machine for soft fault location in electrical circuits. J. Intell. Fuzzy Syst. 22 (1) (2011)
Stanislaw Osowski
Signal flow graphs for determination of higher order sensitivities of circuit functions. ECCTD (2011)
Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski
pollution. IJCNN (2010)
Jaroslaw Kurek, Stanislaw Osowski
Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor. Neural Comput. Appl. 19 (4) (2010)
Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka
Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. ICANN (1) (2010)
Michal Kruk, Stanislaw Osowski, Robert Koktysz
Recognition and classification of colon cells applying the ensemble of classifiers. Comput. Biol. Medicine 39 (2) (2009)
Artur Wilinski, Stanislaw Osowski, Krzysztof Siwek
Gene Selection for Cancer Classification through Ensemble of Methods. ICANNGA (2009)
Krzysztof Siwek, Stanislaw Osowski
Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. HAIS (2009)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus. Neurocomputing 72 (7-9) (2009)
Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk
Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System. Int. J. Appl. Math. Comput. Sci. 19 (2) (2009)
Tomasz Markiewicz, Stanislaw Osowski, Cezary Jochymski, Joanna Narbutt, Wojciech Kozlowski
Application of SVM for cell recognition in BCC skin pathology. ESANN (2009)
Stanislaw Osowski, Robert Siroic, Tomasz Markiewicz, Krzysztof Siwek
Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition. IEEE Trans. Instrum. Meas. 58 (7) (2009)
Jaroslaw Kurek, Stanislaw Osowski
Support Vector Machine for diagnosis of the bars of cage inductance motor. ICECS (2008)
Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski
Ensemble of neural predictors for forecasting the atmospheric pollution. IJCNN (2008)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
Single-class SVM classifier for localization of epileptic focus on the basis of EEG. IJCNN (2008)
Michal Kruk, Stanislaw Osowski, Robert Koktysz
Recognition of Colon Cells Using Ensemble of Classifiers. IJCNN (2007)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. ICANNGA (2) (2007)
Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska
White Blood Cell Automatic Counting System Based on Support Vector Machine. ICANNGA (2) (2007)
Stanislaw Osowski, Konrad Garanty
Forecasting of the daily meteorological pollution using wavelets and support vector machine. Eng. Appl. Artif. Intell. 20 (6) (2007)
Tomasz Markiewicz, Stanislaw Osowski
Data mining techniques for feature selection in blood cell recognition. ESANN (2006)
Stanislaw Osowski, Tran Haoi Linh, Tomasz Markiewicz
Recognition of Heartbeats Using Support Vector Machine Networks - A Comparative Study. ICANN (2) (2005)
Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Blind source separation for improved load forecasting in the power system. ECCTD (2005)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Rysz
Lyapunov exponent of EEG signal for epileptic seizure characterization. ECCTD (2005)
Kazimierz Brudzewski, Stanislaw Osowski, Tomasz Markiewicz, Jan Ulaczyk
Support Vector Machine for Recognition of Bio-products in Gasoline. ICANN (2) (2005)
Stanislaw Osowski, Tran Haoi Linh, Kazimierz Brudzewski
Neuro-fuzzy network for flavor recognition and classification. IEEE Trans. Instrum. Meas. 53 (3) (2004)
Stanislaw Osowski, Tran Hoai Linh, Tomasz Markiewicz
Support vector machine-based expert system for reliable heartbeat recognition. IEEE Trans. Biomed. Eng. 51 (4) (2004)
Stanislaw Osowski, Tran Haoi Linh, Kazimierz Brudzewski
Neuro-fuzzy TSK network for calibration of semiconductor sensor array for gas measurements. IEEE Trans. Instrum. Meas. 53 (3) (2004)
Stanislaw Osowski, Tomasz Markiewicz, Bozena Marianska, Leszek Moszczynski
Feature generation for the cell image recognition of myelogenous leukemia. EUSIPCO (2004)
Tran Hoai Linh, Stanislaw Osowski, Maciej Stodolski
On-line heart beat recognition using Hermite polynomials and neuro-fuzzy network. IEEE Trans. Instrum. Meas. 52 (4) (2003)
Stanislaw Osowski, Do Dinh Nghia
Fourier and wavelet descriptors for shape recognition using neural networks - a comparative study. Pattern Recognit. 35 (9) (2002)
Jacek Jakubowski, Krzystof Kwiatos, Augustyn Chwaleba, Stanislaw Osowski
Higher order statistics and neural network for tremor recognition. IEEE Trans. Biomed. Eng. 49 (2) (2002)
Stanislaw Osowski, Tran Hoai Linh
ECG beat recognition using fuzzy hybrid neural network. IEEE Trans. Biomed. Eng. 48 (11) (2001)
Krzysztof Siwek, Stanislaw Osowski
Regularization of neural networks for improved load forecasting in power system. ICECS (2001)
Stanislaw Osowski, Kazimierz Brudzewski
Fuzzy self-organizing hybrid neural network for gas analysis system. IEEE Trans. Instrum. Meas. 49 (2) (2000)
Stanislaw Osowski, Tran Hoai Linh
Fuzzy Clustering Neural Network for Classification of ECG Beats. IJCNN (5) (2000)
Stanislaw Osowski, Krzysztof Siwek
The selforganizing neural network approach to load forecasting in the power system. IJCNN (1999)
Stanislaw Osowski, Andrzej Cichocki
Learning in dynamic neural networks using signal flow graphs. Int. J. Circuit Theory Appl. 27 (2) (1999)
Stanislaw Osowski, Andrzej Majkowski
Wavelet transform approach to the detection of the breaking point of the transient signal in the circuit. ICECS (1999)
Stanislaw Osowski, Krzysztof Siwek
Self-organizing neural network for fault location in electrical circuits. ICECS (1998)
Stanislaw Osowski, Andrzej Majkowski, Andrzej Cichocki
Robust PCA neural networks for random noise reduction of the data. ICASSP (1997)
Stanislaw Osowski, Piotr Bojarczak, Maciej Stodolski
Fast Second Order Learning Algorithm for Feedforward Multilayer Neural Networks and its Applications. Neural Networks 9 (9) (1996)
Stanislaw Osowski
Multilayer Volterra Filter and its Applications. Neural Comput. Appl. 4 (4) (1996)
Stanislaw Osowski, Robert Waszczuk, Piotr Bojarczak
Image Compression Using Feedforward Neural Networks - Hierarchical Approach. IWANN (1995)
Stanislaw Osowski, Jeanny Hérault
Signal Flow Graphs as an Efficient Tool for Gradient and Exact Hessian Determination. Complex Syst. 9 (1) (1995)
Stanislaw Osowski
Signal flow graphs and neural networks. Biol. Cybern. 70 (4) (1994)
Stanislaw Osowski, Than Vu Quang
Multilayer Neural Network Structures as Volterra Filter. ISCAS (1994)
Stanislaw Osowski
Neural networks in interpolation problems. Neurocomputing 5 (2) (1993)
Stanislaw Osowski
Neural network for non-linear programming with linear equality constraints. Int. J. Circuit Theory Appl. 20 (1) (1992)