| 2026 | ICCS | ViT-SpSH: A Hybrid Transformer-Spectral Head Architecture for Chromatic Aberration Detection and Localization. | Jaroslaw Bernacki, Rafal Scherer |
| 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 | ACIIDS | Chromatic Aberration Detection Using Fully Convolutional Networks. | Jaroslaw Bernacki, Rafal Scherer |
| 2025 | ECAI | Predicting Solar Wind Density from Sun Images by Means of a GNN-LSTM Based Encoder-Decoder Deep Network. | Emanuele Iacobelli, Rafal Grycuk, Giorgio De Magistris, Rafal Scherer, Christian Napoli |
| 2025 | ICAISC | Leveraging Vision in Transformers Model for Point Cloud Pattern Matching. | Patryk Najgebauer, Rafal Grycuk, Rafal Scherer |
| 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 | Digital Camera Representations for Forensic Identification. | Jaroslaw Bernacki, Rafal Scherer |
| 2025 | IJCNN | Learning Text Document Representations by One-Class Glial Neural Networks. | Jakub Nowak, Marcin Korytkowski, Slava Voloshynovskiy, Rafal Scherer |
| 2025 | SECRYPT | Lens Aberrations Detection and Digital Camera Identification with Convolutional Autoencoders. | Jaroslaw Bernacki, Rafal Scherer |
| 2024 | ACIIDS | Professionally Diverse: AI-Generated Faces for Targeted Advertising. | Maciej Osowski, Aleksandra Krasnodebska, Pawel Drozda, Rafal Scherer |
| 2024 | ICAISC | Sun Magnetogram Search by Circle Sector Histograms and LSH. | Rafal Grycuk, Patryk Najgebauer, Sviatoslav Voloshynovskiy, Rafal Scherer |
| 2024 | ICAISC | InpaintLocalizer: Detection and Localization of Inpainting Generated by Diffusion-Based Machine Learning Models. | Giorgio De Magistris, Marco Lo Pinto, Patryk Najgebauer, Rafal Scherer, Christian Napoli |
| 2024 | ICCS | Toward Real-Time Solar Content-Based Image Retrieval. | Rafal Grycuk, Giorgio De Magistris, Christian Napoli, Rafal Scherer |
| 2024 | ICPR | A Quantum-inspired Approach to Estimate Optimum-Path Forest Prototypes based on the Traveling Salesman Problem. | Maria Anglica Krger Miranda, Felipe Fernandes Fanchini, Leandro Aparecido Passos, Douglas Rodrigues, Kelton Augusto Pontara da Costa, Rafal Scherer, Joo Paulo Papa |
| 2024 | SECRYPT | Compact Representation of Digital Camera's Fingerprint with Convolutional Autoencoder. | Jaroslaw Bernacki, Rafal Scherer |
| 2023 | ACIIDS | Detecting Sensitive Data with GANs and Fully Convolutional Networks. | Marcin Korytkowski, Jakub Nowak, Rafal Scherer |
| 2023 | ICAISC | Fast Visual Imperfection Detection when Real Negative Examples are Unavailable. | Patryk Najgebauer, Rafal Scherer, Rafal Grycuk, Jakub Walczak, Adam Wojciechowski, Ewa Lada-Tondyra |
| 2023 | ICCCI | Previous Opinions is All You Need - Legal Information Retrieval System. | Maciej Osowski, Katarzyna Lorenc, Pawel Drozda, Rafal Scherer, Konrad Szalapak, Kajetan Komar-Komarowski, Julian Szymanski, Andrzej Sobecki |
| 2023 | ICCS | Sun Magnetograms Retrieval from Vast Collections Through Small Hash Codes. | Rafal Grycuk, Rafal Scherer |
| 2023 | SECRYPT | IMAGINE Dataset: Digital Camera Identification Image Benchmarking Dataset. | Jaroslaw Bernacki, Rafal Scherer |
| 2022 | ACIIDS | Individual Source Camera Identification with Convolutional Neural Networks. | Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer |
| 2022 | ICAISC | Edge Detection-Based Full-Disc Solar Image Hashing. | Rafal Grycuk, Patryk Najgebauer, 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 |
| 2022 | ICAISC | Short Texts Representations for Legal Domain Classification. | Tomasz Zymkowski, Julian Szymanski, Andrzej Sobecki, Pawel Drozda, Konrad Szalapak, Kajetan Komar-Komarowski, Rafal Scherer |
| 2022 | ICCS | Local Search in Selected Crossover Operators. | Miroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer |
| 2022 | ICONIP | Transformer-Based Original Content Recovery from Obfuscated PowerShell Scripts. | Michal Dedek, Rafal Scherer |
| 2022 | IJCNN | A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder. | Rafal Grycuk, Tomasz Galkowski, Rafal Scherer, Leszek Rutkowski |
| 2022 | SMC | An Ensemble Pruning Approach to Optimize Intrusion Detection Systems Performance. | Thiago Jos Lucas, Kelton Augusto Pontara da Costa, Rafal Scherer, Joo Paulo Papa |
| 2021 | ICCCI | Fast Imaging Sensor Identification. | Jaroslaw Bernacki, Rafal Scherer |
| 2021 | ICCS | Grid-Based Concise Hash for Solar Images. | Rafal Grycuk, Rafal Scherer |
| 2021 | ICCS | Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification. | Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer |
| 2021 | IJCNN | Solar Image Hashing by Intermediate Descriptor and Autoencoder. | Rafal Grycuk, Rafal Scherer |
| 2021 | IJCNN | CVA-GNN: Convolutional Vicinity Aggregation Graph Neural Network for Point Cloud Classification. | Jakub Walczak, Patryk Najgebauer, Rafal Scherer, Adam Wojciechowski |
| 2020 | ICAISC | Active Region-Based Full-Disc Solar Image Hashing. | Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer |
| 2020 | ICAISC | FastText and XGBoost Content-Based Classification for Employment Web Scraping. | Arkadiusz Talun, Pawel Drozda, Leszek Bukowski, Rafal Scherer |
| 2020 | ICCS | Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. | Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy |
| 2020 | ICCS | Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method. | Jakub Walczak, Grzegorz Andrzejczak, Rafal Scherer, Adam Wojciechowski |
| 2020 | ICONIP | Encoder-Decoder Based CNN Structure for Microscopic Image Identification. | Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer |
| 2020 | IJCNN | Novel Fast Binary Hash for Content-based Solar Image Retrieval. | Rafal Grycuk, Rafal Scherer |
| 2020 | IJCNN | A Pilot Study for Investigating Gait Signatures in Multi-Scenario Applications. | Sumit Hazra, Priyankar Roy, Anup Nandy, Rafal Scherer |
| 2020 | IJCNN | Fully Convolutional Network for Removing DCT Artefacts From Images. | Patryk Najgebauer, Rafal Scherer, Leszek Rutkowski |
| 2020 | IJCNN | Discovering Sequential Patterns by Neural Networks. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer |
| 2019 | ICAISC | Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection. | Patryk Najgebauer, Rafal Grycuk, Leszek Rutkowski, Rafal Scherer, Agnieszka Siwocha |
| 2019 | ICANN | Convolutional Recurrent Neural Networks for Computer Network Analysis. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer |
| 2019 | MMAR | Software Framework for Fast Image Retrieval. | Rafal Grycuk, Rafal Scherer |
| 2018 | FedCSIS | Classification of Computer Network Users with Convolutional Neural Networks. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer |
| 2018 | ICAISC | Architecture of Database Index for Content-Based Image Retrieval Systems. | Rafal Grycuk, Patryk Najgebauer, Rafal Scherer, Agnieszka Siwocha |
| 2018 | ICAISC | Random Forests for Profiling Computer Network Users. | Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha |
| 2018 | MMAR | Fast Two-Level Image Indexing Based on Local Interest Points. | Patryk Najgebauer, Rafal Grycuk, Rafal Scherer |
| 2017 | ICAISC | LSTM Recurrent Neural Networks for Short Text and Sentiment Classification. | Jakub Nowak, Ahmet Taspinar, Rafal Scherer |
| 2017 | ICAISC | Convolutional Neural Networks for Time Series Classification. | Mariusz Zebik, Marcin Korytkowski, Rafal A. Angryk, Rafal Scherer |
| 2017 | INISTA | Distributed image retrieval with color and keypoint features. | Michal Lagiewka, Marcin Korytkowski, Rafal Scherer |
| 2017 | MMAR | Novel method for joining missing line fragments for medical image analysis. | Patryk Najgebauer, Leszek Rutkowski, Rafal Scherer |
| 2016 | CEC | Content-based image retrieval optimization by differential evolution. | Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer |
| 2016 | ICAISC | Color-Based Large-Scale Image Retrieval with Limited Hardware Resources. | Michal Lagiewka, Rafal Scherer, Rafal A. Angryk |
| 2016 | ICAISC | Novel Image Descriptor Based on Color Spatial Distribution. | Patryk Najgebauer, Marcin Korytkowski, Carlos D. Barranco, Rafal Scherer |
| 2016 | ICAISC | Query-by-Example Image Retrieval in Microsoft SQL Server. | Pawel Staszewski, Piotr Woldan, Marcin Korytkowski, Rafal Scherer, Lipo Wang |
| 2016 | MMAR | Novel rough neural network for classification with missing data. | Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski |
| 2015 | ICAISC | Secure Representation of Images Using Multi-layer Compression. | Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer |
| 2015 | ICAISC | Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database. | Rafal Grycuk, Marcin Gabryel, Rafal Scherer, Sviatoslav Voloshynovskiy |
| 2015 | ICAISC | Supervised Transform Learning for Face Recognition. | Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer |
| 2015 | ICAISC | Fast Dictionary Matching for Content-Based Image Retrieval. | Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer |
| 2014 | ICAISC | From Single Image to List of Objects Based on Edge and Blob Detection. | Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Sviatoslav Voloshynovskiy |
| 2014 | ICAISC | Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects. | Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer |
| 2014 | ICAISC | Spatial Keypoint Representation for Visual Object Retrieval. | Tomasz Nowak, Patryk Najgebauer, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Dimce Kostadinov |
| 2014 | ICAISC | Novel Algorithm for Translation from Image Content to Semantic Form. | Janusz Rygal, Jakub Romanowski, Rafal Scherer, Sohrab Ferdowsi |
| 2014 | IJCNN | Content-based image retrieval by dictionary of local feature descriptors. | Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer |
| 2013 | ICAISC | Object Detection by Simple Fuzzy Classifiers Generated by Boosting. | Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Leszek Rutkowski |
| 2013 | ICAISC | A Novel Graph-Based Descriptor for Object Matching. | Tomasz Nowak, Patryk Najgebauer, Jakub Rygal, Rafal Scherer |
| 2013 | ICAISC | Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm. | Janusz Rygal, Patryk Najgebauer, Jakub Romanowski, Rafal Scherer |
| 2013 | PPAM | Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm. | Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Jakub Romanowski, Rafal Scherer |
| 2013 | PPAM | Comparing Images Based on Histograms of Local Interest Points. | Tomasz Nowak, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer |
| 2012 | ICAISC | Novel Method for Parasite Detection in Microscopic Samples. | Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Janusz Rygal, Marcin Korytkowski, Rafal Scherer |
| 2012 | ICAISC | Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis. | Janusz Rygal, Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Rafal Scherer |
| 2012 | ICAISC | Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty. | Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski |
| 2012 | ICAISC | Forecasting Wear of Head and Acetabulum in Hip Joint Implant. | Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski |
| 2011 | ICCCI | AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems. | Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer |
| 2010 | ICAISC | Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms. | Marcin Gabryel, Marcin Korytkowski, Agata Pokropinska, Rafal Scherer, Stanislaw Drozda |
| 2010 | ICAISC | Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty. | Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Arkadiusz Szarek |
| 2010 | ICAISC | Negative Correlation Learning of Neuro-fuzzy System Ensembles. | Marcin Korytkowski, Rafal Scherer |
| 2010 | ICAISC | Neuro-fuzzy Systems with Relation Matrix. | Rafal Scherer |
| 2009 | ICANN | Neuro-fuzzy Rough Classifier Ensemble. | Marcin Korytkowski, Robert Nowicki, Rafal Scherer |
| 2009 | PPAM | Modular Neuro-Fuzzy Systems Based on Generalized Parametric Triangular Norms. | Marcin Korytkowski, Rafal Scherer |
| 2009 | PPAM | Relational Type-2 Interval Fuzzy Systems. | Rafal Scherer, Janusz T. Starczewski |
| 2008 | ICAISC | From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier. | Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer |
| 2008 | ICAISC | Financial Prediction with Neuro-fuzzy Systems. | Agata Pokropinska, Rafal Scherer |
| 2008 | ICAISC | Regression Modeling with Fuzzy Relations. | Rafal Scherer |
| 2007 | CIDM | On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems. | Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda |
| 2007 | PPAM | Modular Rough Neuro-fuzzy Systems for Classification. | Rafal Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski |
| 2007 | PPAM | Modular Type-2 Neuro-fuzzy Systems. | Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki |
| 2006 | ICAISC | Combining Logical-Type Neuro-fuzzy Systems. | Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer |
| 2006 | ICAISC | Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design. | Agata Pokropinska, Robert Nowicki, Rafal Scherer |
| 2006 | ICAISC | Boosting Ensemble of Relational Neuro-fuzzy Systems. | Rafal Scherer |
| 2006 | IJCNN | On Combining Backpropagation with Boosting. | Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer |
| 2004 | ICAISC | Fuzzy Number-Based Hierarchical Fuzzy System. | Adam E. Gaweda, Rafal Scherer |
| 2004 | ICAISC | Genetic Algorithm for Database Indexing. | Marcin Korytkowski, Marcin Gabryel, Robert Nowicki, Rafal Scherer |
| 2004 | ICAISC | Neuro-Fuzzy Relational Classifiers. | Rafal Scherer, Leszek Rutkowski |
| 2003 | IJCNN | A hierarchical neuro-fuzzy system based on S-implications. | Robert Nowicki, Rafal Scherer, Leszek Rutkowski |
| 2003 | PPAM | New Methods for Uncertainty Representations in Neuro-Fuzzy Systems. | Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda |