| 2026 | WACV | The King(dom) is Naked: Lightweight Machine Learning for Hyperspectral Bare Soil Detection. | Agata M. Wijata, Bogdan Ruszczak, Lukasz Tulczyjew, Nicolas Longp, Jakub Nalepa |
| 2025 | GECCO | On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence. | Michal Witold Przewozniczek, Francisco Chicano, Renato Tins, Jakub Nalepa, Bogdan Ruszczak, Agata Wijata |
| 2025 | GECCO | Single- and Multi-Objective Genetic Optimization of Hyperspectral Image Pre-Processing. | Bogdan Ruszczak, Sabina Kubiciel-Lodzinska, Katarzyna Rudnik, Zineb Bougriche, Agata M. Wijata, Jakub Nalepa |
| 2024 | GECCO | Coupling Temporal Convolutional Networks with Anomaly Detection and CMA-ES for the Electricity Price Forecasting. | Bogdan Ruszczak |
| 2024 | GECCO | Particle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images. | Bogdan Ruszczak, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa |
| 2024 | IGARSS | Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices. | Agata M. Wijata, Tomasz Lakota, Marcin Cwiek, Bogdan Ruszczak, Michal Gumiela, Lukasz Tulczyjew, Andrzej Bartoszek, Nicolas Longp, Krzysztof Smykala, Jakub Nalepa |
| 2024 | IGARSS | Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines. | Agata M. Wijata, Artur Miroszewski, Bertrand Le Saux, Nicolas Longp, Bogdan Ruszczak, Jakub Nalepa |
| 2024 | VCIP | Convolutional neural networks estimate root-zone soil moisture from hyperspectral images. | Lukasz Tulczyjew, Bogdan Ruszczak, Michal Myller, Agata M. Wijata, Dominika Boguszewska-Mankowska, Jakub Nalepa |
| 2023 | FedCSIS | Ensemble-based versus expert-assisted approach to carbon price features selection. | Bogdan Ruszczak, Katarzyna Rudnik |
| 2023 | GECCO | Evolutionary configuration of the Temporal Convolutional Network for the electricity price prediction. | Bogdan Ruszczak |
| 2023 | GECCO | Reducing high-dimensional feature set of hyperspectral measurements for plant phenotype classification. | Bogdan Ruszczak |
| 2023 | ICCS | Machine Learning Detects Anomalies in OPS-SAT Telemetry. | Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Alicja Musial, David Evans, Vladimir Zelenevskiy, Sam Bammens, Rodrigo Laurinovics, Jakub Nalepa |
| 2023 | ICCS | Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. | Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa |
| 2019 | ICAISC | Brassica Napus Florescence Modeling Based on Modified Vegetation Index Using Sentinel-2 Imagery. | Michal Slapek, Krzysztof Smykala, Bogdan Ruszczak |