| 2026 | ICCS | Glial Gating: Biologically Inspired Channel Modulation and Pruning for Convolutional Networks. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Tomasz Nowak, Aneta Mackiewicz, Slava Voloshynovskiy |
| 2025 | ICAISC | Neural Network-Based Verification of Document Authenticity via Paper Structure and Scan Analysis. | Mateusz Janik, Jakub Nowak, Pawel Drozda, Slava Voloshynovskiy |
| 2025 | ICAISC | AI-Driven Tourist Destination Recommendation Systems: A Neural Network Approach. | Jakub Nowak, Marcin Jamro, Tomasz Nowak, Magdalena Scherer, Sumit Hazra |
| 2025 | ICAISC | Custom Glial Network Architectures for the Classification of Large Text Corpora: A Case Study of Complaint Analysis in the Polish State Railways. | Jakub Nowak, Tymoteusz Krumholc, Jakub Milewski, Aneta Mackiewicz, Sylwia Stachowiak, Marcin Korytkowski, Rafal Scherer |
| 2025 | ICAISC | Predictive Monitoring of Workforce Dynamics via Neural Networks. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Blazej Zak, Zorza Tymorek, Anita Zbieg |
| 2025 | IJCNN | Learning Text Document Representations by One-Class Glial Neural Networks. | Jakub Nowak, Marcin Korytkowski, Slava Voloshynovskiy, Rafal Scherer |
| 2025 | KES | Adaptive Profiling of Computer Network Users with a Hybrid SARIMA-ANFIS Approach. | Jakub Nowak, Marcin Korytkowski, Magdalena Scherer |
| 2024 | ICAISC | Computer Network User Profiling Using Firewall Logs and ANFIS-Based Hybrid Systems. | Piotr Cisowski, Aneta Mackiewicz, Lukasz Mikolajczyk, Jakub Nowak, Pawel Drozda, Kelton Augusto Pontara da Costa |
| 2023 | ACIIDS | Detecting Sensitive Data with GANs and Fully Convolutional Networks. | Marcin Korytkowski, Jakub Nowak, Rafal Scherer |
| 2022 | ICAISC | Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks. | Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Wei Wei |
| 2022 | ICAISC | Employee Turnover Prediction From Email Communication Analysis. | Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Anita Zbieg, Blazej Zak, Gabriela Relikowska, Pawel Mader |
| 2020 | ICAISC | Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks. | Jakub Nowak, Kamila Milkowska, Magdalena Scherer, Arkadiusz Talun, Marcin Korytkowski |
| 2020 | ICCS | Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. | Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy |
| 2020 | IJCNN | Discovering Sequential Patterns by Neural Networks. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer |
| 2019 | ICAISC | Sequential Data Mining of Network Traffic in URL Logs. | Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen |
| 2019 | ICANN | Hypernetwork Functional Image Representation. | Sylwester Klocek, Lukasz Maziarka, Maciej Wolczyk, Jacek Tabor, Jakub Nowak, Marek Smieja |
| 2019 | ICANN | Convolutional Recurrent Neural Networks for Computer Network Analysis. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer |
| 2018 | FedCSIS | Classification of Computer Network Users with Convolutional Neural Networks. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer |
| 2018 | ICAISC | Random Forests for Profiling Computer Network Users. | Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha |
| 2017 | ICAISC | LSTM Recurrent Neural Networks for Short Text and Sentiment Classification. | Jakub Nowak, Ahmet Taspinar, Rafal Scherer |