| 2024 | ICAISC | Complex-Valued Restricted Boltzmann Machines for Learning Image Data Distributions. | Maciej Jaworski, Agnieszka Niemczynowicz, Radoslaw A. Kycia |
| 2021 | ICAISC | Monitoring of Changes in Data Stream Distribution Using Convolutional Restricted Boltzmann Machines. | Maciej Jaworski, Leszek Rutkowski, Pawel Staszewski, Patryk Najgebauer |
| 2020 | ICAISC | Concept Drift Detection Using Autoencoders in Data Streams Processing. | Maciej Jaworski, Leszek Rutkowski, Plamen Angelov |
| 2020 | ICAISC | Explainable Cluster-Based Rules Generation for Image Retrieval and Classification. | Pawel Staszewski, Maciej Jaworski, Leszek Rutkowski, Dacheng Tao |
| 2019 | ICAISC | Resource-Aware Data Stream Mining Using the Restricted Boltzmann Machine. | Maciej Jaworski, Leszek Rutkowski, Piotr Duda, Andrzej Cader |
| 2019 | ICONIP | On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine. | Maciej Jaworski, Piotr Duda, Danuta Rutkowska, Leszek Rutkowski |
| 2019 | ICONIP | On Explainable Flexible Fuzzy Recommender and Its Performance Evaluation Using the Akaike Information Criterion. | Tomasz Rutkowski, Krystian Lapa, Maciej Jaworski, Radoslaw Nielek, Danuta Rutkowska |
| 2018 | ICAISC | Estimation of Probability Density Function, Differential Entropy and Other Relative Quantities for Data Streams with Concept Drift. | Maciej Jaworski, Patryk Najgebauer, Piotr Goetzen |
| 2018 | IJCNN | Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann Machine. | Maciej Jaworski, Piotr Duda, Leszek Rutkowski |
| 2018 | ISNN | Online GRNN-Based Ensembles for Regression on Evolving Data Streams. | Piotr Duda, Maciej Jaworski, Leszek Rutkowski |
| 2017 | ICAISC | Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift. | Maciej Jaworski, Piotr Duda, Leszek Rutkowski, Patryk Najgebauer, Miroslaw Pawlak |
| 2016 | ICAISC | On the Cesro-Means-Based Orthogonal Series Approach to Learning Time-Varying Regression Functions. | Piotr Duda, Lena Pietruczuk, Maciej Jaworski, Adam Krzyzak |
| 2016 | ICAISC | Hybrid Splitting Criterion in Decision Trees for Data Stream Mining. | Maciej Jaworski, Leszek Rutkowski, Miroslaw Pawlak |
| 2016 | IJCNN | A method for automatic adjustment of ensemble size in stream data mining. | Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda |
| 2014 | IJCNN | A novel application of Hoeffding's inequality to decision trees construction for data streams. | Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski |
| 2014 | IJCNN | The Parzen kernel approach to learning in non-stationary environment. | Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda |
| 2013 | ICAISC | Adaptation of Decision Trees for Handling Concept Drift. | Lena Pietruczuk, Piotr Duda, Maciej Jaworski |
| 2012 | ICAISC | On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment. | Piotr Duda, Yoichi Hayashi, Maciej Jaworski |
| 2012 | ICAISC | On Pre-processing Algorithms for Data Stream. | Piotr Duda, Maciej Jaworski, Lena Pietruczuk |
| 2012 | ICAISC | On Fuzzy Clustering of Data Streams with Concept Drift. | Maciej Jaworski, Piotr Duda, Lena Pietruczuk |
| 2012 | ICAISC | On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment. | Maciej Jaworski, Meng Joo Er, Lena Pietruczuk |
| 2012 | ICAISC | On Learning in a Time-Varying Environment by Using a Probabilistic Neural Network and the Recursive Least Squares Method. | Maciej Jaworski, Marcin Gabryel |
| 2012 | ICAISC | On Resources Optimization in Fuzzy Clustering of Data Streams. | Maciej Jaworski, Lena Pietruczuk, Piotr Duda |
| 2012 | ICAISC | A New Fuzzy Classifier for Data Streams. | Lena Pietruczuk, Piotr Duda, Maciej Jaworski |
| 2011 | PPAM | Learning in a Non-stationary Environment Using the Recursive Least Squares Method and Orthogonal-Series Type Regression Neural Network. | Maciej Jaworski, Meng Joo Er |
| 2011 | PPAM | On the Application of the Parzen-Type Kernel Probabilistic Neural Network and Recursive Least Squares Method for Learning in a Time-Varying Environment. | Maciej Jaworski, Yoichi Hayashi |
| 2011 | PPAM | Learning in a Time-Varying Environment by Making Use of the Stochastic Approximation and Orthogonal Series-Type Kernel Probabilistic Neural Network. | Jacek M. Zurada, Maciej Jaworski |