Neural network for non-linear programming with linear equality constraints. - Stanislaw Osowski (Int. J. Circuit Theory Appl., 1992)

Neural networks in interpolation problems. - Stanislaw Osowski (Neurocomputing, 1993)

Multilayer Neural Network Structures as Volterra Filter. - Stanislaw Osowski; Than Vu Quang (ISCAS, 1994)

Signal flow graphs and neural networks. - Stanislaw Osowski (Biol. Cybern., 1994)

Image Compression Using Feedforward Neural Networks - Hierarchical Approach. - Stanislaw Osowski; Robert Waszczuk; Piotr Bojarczak (IWANN, 1995)

Signal Flow Graphs as an Efficient Tool for Gradient and Exact Hessian Determination. - Stanislaw Osowski; Jeanny Hérault (Complex Syst., 1995)

Multilayer Volterra Filter and its Applications. - Stanislaw Osowski (Neural Comput. Appl., 1996)

Fast Second Order Learning Algorithm for Feedforward Multilayer Neural Networks and its Applications. - Stanislaw Osowski; Piotr Bojarczak; Maciej Stodolski (Neural Networks, 1996)

Robust PCA neural networks for random noise reduction of the data. - Stanislaw Osowski; Andrzej Majkowski; Andrzej Cichocki (ICASSP, 1997)

Self-organizing neural network for fault location in electrical circuits. - Stanislaw Osowski; Krzysztof Siwek (ICECS, 1998)

Wavelet transform approach to the detection of the breaking point of the transient signal in the circuit. - Stanislaw Osowski; Andrzej Majkowski (ICECS, 1999)

The selforganizing neural network approach to load forecasting in the power system. - Stanislaw Osowski; Krzysztof Siwek (IJCNN, 1999)

Learning in dynamic neural networks using signal flow graphs. - Stanislaw Osowski; Andrzej Cichocki (Int. J. Circuit Theory Appl., 1999)

Fuzzy Clustering Neural Network for Classification of ECG Beats. - Stanislaw Osowski; Tran Hoai Linh (IJCNN (5), 2000)

Fuzzy self-organizing hybrid neural network for gas analysis system. - Stanislaw Osowski; Kazimierz Brudzewski (IEEE Trans. Instrum. Meas., 2000)

Regularization of neural networks for improved load forecasting in power system. - Krzysztof Siwek; Stanislaw Osowski (ICECS, 2001)

ECG beat recognition using fuzzy hybrid neural network. - Stanislaw Osowski; Tran Hoai Linh (IEEE Trans. Biomed. Eng., 2001)

Fourier and wavelet descriptors for shape recognition using neural networks - a comparative study. - Stanislaw Osowski; Do Dinh Nghia (Pattern Recognit., 2002)

Higher order statistics and neural network for tremor recognition. - Jacek Jakubowski; Krzystof Kwiatos; Augustyn Chwaleba; Stanislaw Osowski (IEEE Trans. Biomed. Eng., 2002)

On-line heart beat recognition using Hermite polynomials and neuro-fuzzy network. - Tran Hoai Linh; Stanislaw Osowski; Maciej Stodolski (IEEE Trans. Instrum. Meas., 2003)

Feature generation for the cell image recognition of myelogenous leukemia. - Stanislaw Osowski; Tomasz Markiewicz; Bozena Marianska; Leszek Moszczynski (EUSIPCO, 2004)

Analysis of features for efficient ECG signal classification using neuro-fuzzy network. - Stanislaw Osowski; Tran Hoai Linh (IJCNN, 2004)

Support vector machine-based expert system for reliable heartbeat recognition. - Stanislaw Osowski; Tran Hoai Linh; Tomasz Markiewicz (IEEE Trans. Biomed. Eng., 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)

Neuro-fuzzy network for flavor recognition and classification. - Stanislaw Osowski; Tran Haoi Linh; Kazimierz Brudzewski (IEEE Trans. Instrum. Meas., 2004)

Blind source separation for improved load forecasting in the power system. - Krzysztof Siwek; Stanislaw Osowski; Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ECCTD, 2005)

Lyapunov exponent of EEG signal for epileptic seizure characterization. - Bartosz Swiderski; Stanislaw Osowski; Andrzej Rysz (ECCTD, 2005)

Support Vector Machine for Recognition of Bio-products in Gasoline. - Kazimierz Brudzewski; Stanislaw Osowski; Tomasz Markiewicz; Jan Ulaczyk (ICANN (2), 2005)

Recognition of Heartbeats Using Support Vector Machine Networks - A Comparative Study. - Stanislaw Osowski; Tran Haoi Linh; Tomasz Markiewicz (ICANN (2), 2005)

Automatic recognition of the blood cells of myelogenous leukemia using SVM. - Tomasz Markiewicz; Stanislaw Osowski; Bozena Marianska; Leszek Moszczynski (IJCNN, 2005)

OLS versus SVM approach to learning of RBF networks. - Stanislaw Osowski; Tomasz Markiewicz (IJCNN, 2005)

Data mining techniques for feature selection in blood cell recognition. - Tomasz Markiewicz; Stanislaw Osowski (ESANN, 2006)

White Blood Cell Automatic Counting System Based on Support Vector Machine. - Tomasz Markiewicz; Stanislaw Osowski; Bozena Marianska (ICANNGA (2), 2007)

Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. - Bartosz Swiderski; Stanislaw Osowski; Andrzej Cichocki; Andrzej Rysz (ICANNGA (2), 2007)

Recognition of Colon Cells Using Ensemble of Classifiers. - Michal Kruk; Stanislaw Osowski; Robert Koktysz (IJCNN, 2007)

Forecasting of the daily meteorological pollution using wavelets and support vector machine. - Stanislaw Osowski; Konrad Garanty (Eng. Appl. Artif. Intell., 2007)

Support Vector Machine for diagnosis of the bars of cage inductance motor. - Jaroslaw Kurek; Stanislaw Osowski (ICECS, 2008)

Ensemble of neural predictors for forecasting the atmospheric pollution. - Krzysztof Siwek; Stanislaw Osowski; Konrad Garanty; Mieczyslaw Sowinski (IJCNN, 2008)

Single-class SVM classifier for localization of epileptic focus on the basis of EEG. - Bartosz Swiderski; Stanislaw Osowski; Andrzej Cichocki; Andrzej Rysz (IJCNN, 2008)

Application of SVM for cell recognition in BCC skin pathology. - Tomasz Markiewicz; Stanislaw Osowski; Cezary Jochymski; Joanna Narbutt; Wojciech Kozlowski (ESANN, 2009)

Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. - Krzysztof Siwek; Stanislaw Osowski (HAIS, 2009)

Gene Selection for Cancer Classification through Ensemble of Methods. - Artur Wilinski; Stanislaw Osowski; Krzysztof Siwek (ICANNGA, 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)

Recognition and classification of colon cells applying the ensemble of classifiers. - Michal Kruk; Stanislaw Osowski; Robert Koktysz (Comput. Biol. Medicine, 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)

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)

Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. - Krzysztof Siwek; Stanislaw Osowski; Bartosz Swiderski; Lukasz Mycka (ICANN (1), 2010)

Neural predictor ensemble for accurate forecasting of PM10 pollution. - Krzysztof Siwek; Stanislaw Osowski; Mieczyslaw Sowinski (IJCNN, 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)

Signal flow graphs for determination of higher order sensitivities of circuit functions. - Stanislaw Osowski (ECCTD, 2011)

Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis. - Stanislaw Osowski; Krzysztof Siwek (ICANNGA (1), 2011)

Neural system for heartbeats recognition using genetically integrated ensemble of classifiers. - Stanislaw Osowski; Krzysztof Siwek; Robert Siroic (Comput. Biol. Medicine, 2011)

Support Vector Machine for soft fault location in electrical circuits. - Robert Salat; Stanislaw Osowski (J. Intell. Fuzzy Syst., 2011)

Comparative Analysis of Feature Selection Methods for Blood Cell Recognition in Leukemia. - Tomasz Staroszczyk; Stanislaw Osowski; Tomasz Markiewicz (MLDM, 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)

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)

Differential electronic nose and support vector machine for fast recognition of tobacco. - Kazimierz Brudzewski; Stanislaw Osowski; A. Golembiecka (Expert Syst. Appl., 2012)

Higher-order differentiation of network functions using signal flow graphs. - Stanislaw Osowski (Int. J. Circuit Theory Appl., 2012)

Recognition of Coffee Using Differential Electronic Nose. - Kazimierz Brudzewski; Stanislaw Osowski; Anna Dwulit (IEEE Trans. Instrum. Meas., 2012)

Automatic recognition of industrial tools using artificial intelligence approach. - Tomasz Les; Michal Kruk; Stanislaw Osowski (Expert Syst. Appl., 2013)

Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters. - Krzysztof Siwek; Stanislaw Osowski; Bartosz Swiderski (Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering, 2013)

Automatic Evaluation System of FISH Images in Breast Cancer. - Tomasz Les; Tomasz Markiewicz; Stanislaw Osowski; Marzena Cichowicz; Wojciech Kozlowski (ICISP, 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)

Gradients and Active Contour Models for Localization of Cell Membrane in HER2/neu Images. - Marek Wdowiak; Tomasz Markiewicz; Stanislaw Osowski; Janusz Patera; Wojciech Kozlowski (CAIP (1), 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 (ISMM, 2015)

Developing Gene Classifier System for Autism Recognition. - Tomasz Latkowski; Stanislaw Osowski (IWANN (2), 2015)

Computerized system for recognition of autism on the basis of gene expression microarray data. - Tomasz Latkowski; Stanislaw Osowski (Comput. Biol. Medicine, 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)

Data mining for feature selection in gene expression autism data. - Tomasz Latkowski; Stanislaw Osowski (Expert Syst. Appl., 2015)

Texture characterization based on the Kolmogorov-Smirnov distance. - Bartosz Swiderski; Stanislaw Osowski; Michal Kruk; Jaroslaw Kurek (Expert Syst. Appl., 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)

Data mining methods for prediction of air pollution. - Krzysztof Siwek; Stanislaw Osowski (Int. J. Appl. Math. Comput. Sci., 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)

Aggregation of classifiers ensemble using local discriminatory power and quantiles. - Bartosz Swiderski; Stanislaw Osowski; Michal Kruk; Walid Barhoumi (Expert Syst. Appl., 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)

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)

Gene selection in autism - Comparative study. - Tomasz Latkowski; Stanislaw Osowski (Neurocomputing, 2017)

Voice Command Recognition Using Statistical Signal Processing and SVM. - Aleksandra Osowska; Stanislaw Osowski (IWANN (1), 2019)

Automatic reconstruction of overlapped cells in breast cancer FISH images. - Tomasz Les; Tomasz Markiewicz; Stanislaw Osowski; Marzena Jesiotr (Expert Syst. Appl., 2019)

Deep Learning Ensemble for Melanoma Recognition. - Stanislaw Osowski; Tomasz Les (IJCNN, 2020)

Prediction of Customer Status in Corporate Banking Using Neural Networks. - Stanislaw Osowski; Lukasz Sierenski (IJCNN, 2020)

Hierarchical System of Gene Selection Based on Deep Learning and Ensemble Approach. - Dominik Seweryn; Stanislaw Osowski (IJCNN, 2021)

Random Deep Neural Network for Melanoma Recognition. - Bartosz Swiderski; Stanislaw Osowski; Pawel Olszewski; Lukasz Gielata; Monika Slowinska; Iwona Lugowska (IJCNN, 2021)

Prediction of Air Pollution Using LSTM. - Stanislaw Osowski (IWANN (2), 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)

Detection of bearing failures using wavelet transformation and machine learning approach. - Maciej Golgowski; Stanislaw Osowski (IJCNN, 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)

Deep Learning Recommendation System for Stock Market Investments. - Michal Parzyszek; Stanislaw Osowski (IWANN (1), 2023)

Random Ensemble of Extended CNN Structures for Medical Image Recognition. - Bartosz Swiderski; Stanislaw Osowski; Jaroslaw Kurek; Cezary Chudobinski (IWANN (1), 2023)

Comparative Study of Deep Learning Models in Melanoma Detection. - Farnaz Haghshenas; Adam Krzyzak; Stanislaw Osowski (ANNPR, 2024)