| 2023 | IWANN | Deep Learning Recommendation System for Stock Market Investments. | Michal Parzyszek, Stanislaw Osowski |
| 2023 | IWANN | Random Ensemble of Extended CNN Structures for Medical Image Recognition. | Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski |
| 2022 | IJCNN | Detection of bearing failures using wavelet transformation and machine learning approach. | Maciej Golgowski, Stanislaw Osowski |
| 2021 | IJCNN | Hierarchical System of Gene Selection Based on Deep Learning and Ensemble Approach. | Dominik Seweryn, Stanislaw Osowski |
| 2021 | IJCNN | Random Deep Neural Network for Melanoma Recognition. | Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska, Iwona Lugowska |
| 2021 | IWANN | Prediction of Air Pollution Using LSTM. | Stanislaw Osowski |
| 2020 | IJCNN | Deep Learning Ensemble for Melanoma Recognition. | Stanislaw Osowski, Tomasz Les |
| 2020 | IJCNN | Prediction of Customer Status in Corporate Banking Using Neural Networks. | Stanislaw Osowski, Lukasz Sierenski |
| 2019 | IWANN | Voice Command Recognition Using Statistical Signal Processing and SVM. | Aleksandra Osowska, Stanislaw Osowski |
| 2015 | CAIP | Gradients and Active Contour Models for Localization of Cell Membrane in HER2/neu Images. | Marek Wdowiak, Tomasz Markiewicz, Stanislaw Osowski, Janusz Patera, Wojciech Kozlowski |
| 2015 | ISMM | 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 |
| 2015 | IWANN | Developing Gene Classifier System for Autism Recognition. | Tomasz Latkowski, Stanislaw Osowski |
| 2014 | ICISP | Automatic Evaluation System of FISH Images in Breast Cancer. | Tomasz Les, Tomasz Markiewicz, Stanislaw Osowski, Marzena Cichowicz, Wojciech Kozlowski |
| 2010 | ICANN | Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. | Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka |
| 2010 | IJCNN | Neural predictor ensemble for accurate forecasting of PM | Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski |
| 2009 | ESANN | Application of SVM for cell recognition in BCC skin pathology. | Tomasz Markiewicz, Stanislaw Osowski, Cezary Jochymski, Joanna Narbutt, Wojciech Kozlowski |
| 2009 | HAIS | Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. | Krzysztof Siwek, Stanislaw Osowski |
| 2008 | IJCNN | Ensemble of neural predictors for forecasting the atmospheric pollution. | Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski |
| 2008 | IJCNN | Single-class SVM classifier for localization of epileptic focus on the basis of EEG. | Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz |
| 2007 | IJCNN | Recognition of Colon Cells Using Ensemble of Classifiers. | Michal Kruk, Stanislaw Osowski, Robert Koktysz |
| 2006 | ESANN | Data mining techniques for feature selection in blood cell recognition. | Tomasz Markiewicz, Stanislaw Osowski |
| 2005 | ICANN | Support Vector Machine for Recognition of Bio-products in Gasoline. | Kazimierz Brudzewski, Stanislaw Osowski, Tomasz Markiewicz, Jan Ulaczyk |
| 2005 | ICANN | Recognition of Heartbeats Using Support Vector Machine Networks - A Comparative Study. | Stanislaw Osowski, Tran Haoi Linh, Tomasz Markiewicz |
| 2005 | IJCNN | Automatic recognition of the blood cells of myelogenous leukemia using SVM. | Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska, Leszek Moszczynski |
| 2005 | IJCNN | OLS versus SVM approach to learning of RBF networks. | Stanislaw Osowski, Tomasz Markiewicz |
| 2004 | IJCNN | Analysis of features for efficient ECG signal classification using neuro-fuzzy network. | Stanislaw Osowski, Tran Hoai Linh |
| 2000 | IJCNN | Fuzzy Clustering Neural Network for Classification of ECG Beats. | Stanislaw Osowski, Tran Hoai Linh |
| 1999 | IJCNN | The selforganizing neural network approach to load forecasting in the power system. | Stanislaw Osowski, Krzysztof Siwek |
| 1997 | ICASSP | Robust PCA neural networks for random noise reduction of the data. | Stanislaw Osowski, Andrzej Majkowski, Andrzej Cichocki |
| 1995 | IWANN | Image Compression Using Feedforward Neural Networks - Hierarchical Approach. | Stanislaw Osowski, Robert Waszczuk, Piotr Bojarczak |
| 1994 | ISCAS | Multilayer Neural Network Structures as Volterra Filter. | Stanislaw Osowski, Than Vu Quang |