| 2025 | ICAISC | New Approach to Instance Selection Leveraging Clustering and Neighboring Strategies. | Maciej Kusy, Roman Zajdel |
| 2022 | IJCNN | Machine learning techniques for explaining air pollution prediction. | Maciej Kusy, Piotr A. Kowalski, Marcin Szwagrzyk, Aleksander Konior |
| 2020 | ICAISC | Weighted Feature Selection Method for Improving Decisions in Milling Process Diagnosis. | Roman Zajdel, Maciej Kusy, Jacek Kluska, Tomasz Zabinski |
| 2020 | IJCNN | Probabilistic Neural Network - parameters adjustment in classification task. | Piotr A. Kowalski, Maciej Kusy, Szymon Kubasiak, Szymon Lukasik |
| 2020 | IJCNN | Fusion of Feature Selection Methods for Improving Model Accuracy in the Milling Process Data Classification Problem. | Maciej Kusy, Roman Zajdel, Jacek Kluska, Tomasz Zabinski |
| 2019 | CoDIT | Selection of Pattern Neurons for a Probabilistic Neural Network by Means of Clustering and Nearest Neighbor Techniques. | Maciej Kusy |
| 2018 | ICAISC | Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization. | Roman Zajdel, Maciej Kusy |
| 2017 | FedCSIS | Determining the significance of features with the use of Sobol' method in probabilistic neural network classification tasks. | Piotr Andrzej Kowalski, Maciej Kusy |
| 2016 | FedCSIS | Modification of the Probabilistic Neural Network with the Use of Sensitivity Analysis Procedure. | Maciej Kusy, Piotr Andrzej Kowalski |
| 2015 | ICAISC | Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm. | Maciej Kusy, Roman Zajdel |
| 2015 | ICAISC | CNC Milling Tool Head Imbalance Prediction Using Computational Intelligence Methods. | Tomasz Zabinski, Tomasz Maczka, Jacek Kluska, Maciej Kusy, Piotr Gierlak, Robert Hanus, Slawomir Prucnal, Jaroslaw Sep |
| 2014 | ICAISC | The Classifier for Prediction of Peri-operative Complications in Cervical Cancer Treatment. | Jacek Kluska, Maciej Kusy, Bogdan Obrzut |
| 2014 | ICAISC | Failures Prediction in the Cold Forging Process Using Machine Learning Methods. | Tomasz Zabinski, Tomasz Maczka, Jacek Kluska, Maciej Kusy, Zbigniew Hajduk, Slawomir Prucnal |
| 2013 | ICAISC | Probabilistic Neural Network Structure Reduction for Medical Data Classification. | Maciej Kusy, Jacek Kluska |
| 2012 | ICAISC | Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods. | Jacek Kluska, Maciej Kusy, Bogdan Obrzut |
| 2004 | ICAISC | Application of SVM to Ovarian Cancer Classification Problem. | Maciej Kusy |