Stanislaw Osowski

90 papers B 15C 3Misc 3Journal 44Unranked 24

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Comparative Study of Deep Learning Models in Melanoma Detection. ANNPR Farnaz Haghshenas, Adam Krzyzak, Stanislaw Osowski
2023	—	`conf`	Deep Learning Recommendation System for Stock Market Investments. IWANN (1) Michal Parzyszek, Stanislaw Osowski
2023	—	`conf`	Random Ensemble of Extended CNN Structures for Medical Image Recognition. IWANN (1) Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski
2022	B	`conf`	Detection of bearing failures using wavelet transformation and machine learning approach. IJCNN Maciej Golgowski, Stanislaw Osowski
2022	J	`jnl`	Random CNN structure: tool to increase generalization ability in deep learning. EURASIP J. Image Video Process. Bartosz Swiderski, Stanislaw Osowski, Grzegorz Gwardys, Jaroslaw Kurek, Monika Slowinska, Iwona Lugowska
2021	J	`jnl`	Deep neural system for supporting tumor recognition of mammograms using modified GAN. Expert Syst. Appl. Bartosz Swiderski, Lukasz Gielata, Pawel Olszewski, Stanislaw Osowski, Marcin Kolodziej
2021	B	`conf`	Hierarchical System of Gene Selection Based on Deep Learning and Ensemble Approach. IJCNN Dominik Seweryn, Stanislaw Osowski
2021	—	`conf`	Prediction of Air Pollution Using LSTM. IWANN (2) Stanislaw Osowski
2021	B	`conf`	Random Deep Neural Network for Melanoma Recognition. IJCNN Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska, Iwona Lugowska
2020	B	`conf`	Deep Learning Ensemble for Melanoma Recognition. IJCNN Stanislaw Osowski, Tomasz Les
2020	B	`conf`	Prediction of Customer Status in Corporate Banking Using Neural Networks. IJCNN Stanislaw Osowski, Lukasz Sierenski
2019	J	`jnl`	Automatic reconstruction of overlapped cells in breast cancer FISH images. Expert Syst. Appl. Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Marzena Jesiotr
2019	—	`conf`	Voice Command Recognition Using Statistical Signal Processing and SVM. IWANN (1) Aleksandra Osowska, Stanislaw Osowski
2017	J	`jnl`	Gene selection in autism - Comparative study. Neurocomputing Tomasz Latkowski, Stanislaw Osowski
2017	J	`jnl`	Novel methods of image description and ensemble of classifiers in application to mammogram analysis. Expert Syst. Appl. Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Michal Kruk, Iwona Lugowska, Piotr Rutkowski, Walid Barhoumi
2016	J	`jnl`	Aggregation of classifiers ensemble using local discriminatory power and quantiles. Expert Syst. Appl. Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Walid Barhoumi
2016	J	`jnl`	Data mining methods for prediction of air pollution. Int. J. Appl. Math. Comput. Sci. Krzysztof Siwek, Stanislaw Osowski
2016	J	`jnl`	Fusion of FISH image analysis methods of HER2 status determination in breast cancer. Expert Syst. Appl. Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Wojciech Kozlowski, Marzena Jesiotr
2016	J	`jnl`	Novel segmentation algorithm for identification of cell membrane staining in HER2 images. Pattern Recognit. Lett. Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Janusz Patera, Wojciech Kozlowski
2015	J	`jnl`	Computerized System for Quantitative Assessment of Atherosclerotic Plaques in the Femoral and Iliac Arteries Visualized by Multislice Computed Tomography. IEEE Trans. Biomed. Eng. Tomasz Markiewicz, Miroslaw Dziekiewicz, Stanislaw Osowski, Romana Boguslawska-Walecka, Wojciech Kozlowski, Marek Maruszynski
2015	J	`jnl`	Computerized system for recognition of autism on the basis of gene expression microarray data. Comput. Biol. Medicine Tomasz Latkowski, Stanislaw Osowski
2015	J	`jnl`	Data mining for feature selection in gene expression autism data. Expert Syst. Appl. Tomasz Latkowski, Stanislaw Osowski
2015	—	`conf`	Developing Gene Classifier System for Autism Recognition. IWANN (2) Tomasz Latkowski, Stanislaw Osowski
2015	—	`conf`	Gradients and Active Contour Models for Localization of Cell Membrane in HER2/neu Images. CAIP (1) Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Janusz Patera, Wojciech Kozlowski
2015	C	`conf`	Hourglass Shapes in Rank Grey-Level Hit-or-miss Transform for Membrane Segmentation in HER2/neu Images. ISMM Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Zaneta Swiderska, Janusz Patera, Wojciech Kozlowski
2015	J	`jnl`	Melanoma recognition using extended set of descriptors and classifiers. EURASIP J. Image Video Process. Michal Kruk, Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Monika Slowinska, Irena Walecka
2015	J	`jnl`	Texture characterization based on the Kolmogorov-Smirnov distance. Expert Syst. Appl. Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Jaroslaw Kurek
2014	C	`conf`	Automatic Evaluation System of FISH Images in Breast Cancer. ICISP Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Marzena Cichowicz, Wojciech Kozlowski
2014	J	`jnl`	Data mining methods for gene selection on the basis of gene expression arrays. Int. J. Appl. Math. Comput. Sci. Michal Muszynski, Stanislaw Osowski
2013	J	`jnl`	Automatic recognition of industrial tools using artificial intelligence approach. Expert Syst. Appl. Tomasz Les, Michal Kruk, Stanislaw Osowski
2013	—	`ch.`	Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters. Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski
2012	—	`conf`	Comparative Analysis of Feature Selection Methods for Blood Cell Recognition in Leukemia. MLDM Tomasz Staroszczyk, Stanislaw Osowski, Tomasz Markiewicz
2012	J	`jnl`	Differential electronic nose and support vector machine for fast recognition of tobacco. Expert Syst. Appl. Kazimierz Brudzewski, Stanislaw Osowski, A. Golembiecka
2012	J	`jnl`	Higher-order differentiation of network functions using signal flow graphs. Int. J. Circuit Theory Appl. Stanislaw Osowski
2012	J	`jnl`	Improving the accuracy of prediction of PM Eng. Appl. Artif. Intell. Krzysztof Siwek, Stanislaw Osowski
2012	J	`jnl`	Multistage classification by using logistic regression and neural networks for assessment of financial condition of company. Decis. Support Syst. Bartosz Swiderski, Jaroslaw Kurek, Stanislaw Osowski
2012	J	`jnl`	Recognition of Coffee Using Differential Electronic Nose. IEEE Trans. Instrum. Meas. Kazimierz Brudzewski, Stanislaw Osowski, Anna Dwulit
2011	—	`conf`	Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis. ICANNGA (1) Stanislaw Osowski, Krzysztof Siwek
2011	J	`jnl`	Neural system for heartbeats recognition using genetically integrated ensemble of classifiers. Comput. Biol. Medicine Stanislaw Osowski, Krzysztof Siwek, Robert Siroic
2011	—	`conf`	Signal flow graphs for determination of higher order sensitivities of circuit functions. ECCTD Stanislaw Osowski
2011	J	`jnl`	Support Vector Machine for soft fault location in electrical circuits. J. Intell. Fuzzy Syst. Robert Salat, Stanislaw Osowski
2010	B	`conf`	Neural predictor ensemble for accurate forecasting of PM IJCNN Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski
2010	—	`conf`	Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. ICANN (1) Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka
2010	J	`jnl`	Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor. Neural Comput. Appl. Jaroslaw Kurek, Stanislaw Osowski
2009	B	`conf`	Application of SVM for cell recognition in BCC skin pathology. ESANN Tomasz Markiewicz, Stanislaw Osowski, Cezary Jochymski, Joanna Narbutt, Wojciech Kozlowski
2009	J	`jnl`	Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition. IEEE Trans. Instrum. Meas. Stanislaw Osowski, Robert Siroic, Tomasz Markiewicz, Krzysztof Siwek
2009	J	`jnl`	Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System. Int. J. Appl. Math. Comput. Sci. Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk
2009	—	`conf`	Gene Selection for Cancer Classification through Ensemble of Methods. ICANNGA Artur Wilinski, Stanislaw Osowski, Krzysztof Siwek
2009	J	`jnl`	Recognition and classification of colon cells applying the ensemble of classifiers. Comput. Biol. Medicine Michal Kruk, Stanislaw Osowski, Robert Koktysz
2009	J	`jnl`	Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus. Neurocomputing Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2009	Misc	`conf`	Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. HAIS Krzysztof Siwek, Stanislaw Osowski
2008	B	`conf`	Ensemble of neural predictors for forecasting the atmospheric pollution. IJCNN Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski
2008	B	`conf`	Single-class SVM classifier for localization of epileptic focus on the basis of EEG. IJCNN Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2008	—	`conf`	Support Vector Machine for diagnosis of the bars of cage inductance motor. ICECS Jaroslaw Kurek, Stanislaw Osowski
2007	—	`conf`	Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. ICANNGA (2) Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2007	J	`jnl`	Forecasting of the daily meteorological pollution using wavelets and support vector machine. Eng. Appl. Artif. Intell. Stanislaw Osowski, Konrad Garanty
2007	B	`conf`	Recognition of Colon Cells Using Ensemble of Classifiers. IJCNN Michal Kruk, Stanislaw Osowski, Robert Koktysz
2007	—	`conf`	White Blood Cell Automatic Counting System Based on Support Vector Machine. ICANNGA (2) Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska
2006	B	`conf`	Data mining techniques for feature selection in blood cell recognition. ESANN Tomasz Markiewicz, Stanislaw Osowski
2005	B	`conf`	Automatic recognition of the blood cells of myelogenous leukemia using SVM. IJCNN Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska, Leszek Moszczynski
2005	—	`conf`	Blind source separation for improved load forecasting in the power system. ECCTD Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2005	—	`conf`	Lyapunov exponent of EEG signal for epileptic seizure characterization. ECCTD Bartosz Swiderski, Stanislaw Osowski, Andrzej Rysz
2005	B	`conf`	OLS versus SVM approach to learning of RBF networks. IJCNN Stanislaw Osowski, Tomasz Markiewicz
2005	—	`conf`	Recognition of Heartbeats Using Support Vector Machine Networks - A Comparative Study. ICANN (2) Stanislaw Osowski, Tran Haoi Linh, Tomasz Markiewicz
2005	—	`conf`	Support Vector Machine for Recognition of Bio-products in Gasoline. ICANN (2) Kazimierz Brudzewski, Stanislaw Osowski, Tomasz Markiewicz, Jan Ulaczyk
2004	B	`conf`	Analysis of features for efficient ECG signal classification using neuro-fuzzy network. IJCNN Stanislaw Osowski, Tran Hoai Linh
2004	—	`conf`	Feature generation for the cell image recognition of myelogenous leukemia. EUSIPCO Stanislaw Osowski, Tomasz Markiewicz, Bozena Marianska, Leszek Moszczynski
2004	J	`jnl`	Neuro-fuzzy TSK network for calibration of semiconductor sensor array for gas measurements. IEEE Trans. Instrum. Meas. Stanislaw Osowski, Tran Haoi Linh, Kazimierz Brudzewski
2004	J	`jnl`	Neuro-fuzzy network for flavor recognition and classification. IEEE Trans. Instrum. Meas. Stanislaw Osowski, Tran Haoi Linh, Kazimierz Brudzewski
2004	J	`jnl`	Support vector machine-based expert system for reliable heartbeat recognition. IEEE Trans. Biomed. Eng. Stanislaw Osowski, Tran Hoai Linh, Tomasz Markiewicz
2003	J	`jnl`	On-line heart beat recognition using Hermite polynomials and neuro-fuzzy network. IEEE Trans. Instrum. Meas. Tran Hoai Linh, Stanislaw Osowski, Maciej Stodolski
2002	J	`jnl`	Fourier and wavelet descriptors for shape recognition using neural networks - a comparative study. Pattern Recognit. Stanislaw Osowski, Do Dinh Nghia
2002	J	`jnl`	Higher order statistics and neural network for tremor recognition. IEEE Trans. Biomed. Eng. Jacek Jakubowski, Krzystof Kwiatos, Augustyn Chwaleba, Stanislaw Osowski
2001	J	`jnl`	ECG beat recognition using fuzzy hybrid neural network. IEEE Trans. Biomed. Eng. Stanislaw Osowski, Tran Hoai Linh
2001	—	`conf`	Regularization of neural networks for improved load forecasting in power system. ICECS Krzysztof Siwek, Stanislaw Osowski
2000	—	`conf`	Fuzzy Clustering Neural Network for Classification of ECG Beats. IJCNN (5) Stanislaw Osowski, Tran Hoai Linh
2000	J	`jnl`	Fuzzy self-organizing hybrid neural network for gas analysis system. IEEE Trans. Instrum. Meas. Stanislaw Osowski, Kazimierz Brudzewski
1999	J	`jnl`	Learning in dynamic neural networks using signal flow graphs. Int. J. Circuit Theory Appl. Stanislaw Osowski, Andrzej Cichocki
1999	B	`conf`	The selforganizing neural network approach to load forecasting in the power system. IJCNN Stanislaw Osowski, Krzysztof Siwek
1999	—	`conf`	Wavelet transform approach to the detection of the breaking point of the transient signal in the circuit. ICECS Stanislaw Osowski, Andrzej Majkowski
1998	—	`conf`	Self-organizing neural network for fault location in electrical circuits. ICECS Stanislaw Osowski, Krzysztof Siwek
1997	Misc	`conf`	Robust PCA neural networks for random noise reduction of the data. ICASSP Stanislaw Osowski, Andrzej Majkowski, Andrzej Cichocki
1996	J	`jnl`	Fast Second Order Learning Algorithm for Feedforward Multilayer Neural Networks and its Applications. Neural Networks Stanislaw Osowski, Piotr Bojarczak, Maciej Stodolski
1996	J	`jnl`	Multilayer Volterra Filter and its Applications. Neural Comput. Appl. Stanislaw Osowski
1995	Misc	`conf`	Image Compression Using Feedforward Neural Networks - Hierarchical Approach. IWANN Stanislaw Osowski, Robert Waszczuk, Piotr Bojarczak
1995	J	`jnl`	Signal Flow Graphs as an Efficient Tool for Gradient and Exact Hessian Determination. Complex Syst. Stanislaw Osowski, Jeanny Hérault
1994	C	`conf`	Multilayer Neural Network Structures as Volterra Filter. ISCAS Stanislaw Osowski, Than Vu Quang
1994	J	`jnl`	Signal flow graphs and neural networks. Biol. Cybern. Stanislaw Osowski
1993	J	`jnl`	Neural networks in interpolation problems. Neurocomputing Stanislaw Osowski
1992	J	`jnl`	Neural network for non-linear programming with linear equality constraints. Int. J. Circuit Theory Appl. Stanislaw Osowski