Bogdan Ruszczak

29 papers A 1B 1C 3Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Conditional generative adversarial network for segmentation and image reconstruction of grape berries in variable illumination conditions. Expert Syst. Appl. Pedro J. Navarro, Eduardo Salas, Francisca Rosique, Bogdan Ruszczak, Marcos Egea-Cortines
2025	A	`conf`	On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence. GECCO Michal Witold Przewozniczek, Francisco Chicano, Renato Tinós, Jakub Nalepa, Bogdan Ruszczak, Agata Wijata
2025	J	`jnl`	On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence. CoRR Michal Przewozniczek, Francisco Chicano, Renato Tinós, Jakub Nalepa, Bogdan Ruszczak, Agata M. Wijata
2025	J	`jnl`	Planning and Scheduling System for Electric Vehicle Charging. IEEE Access Piotr Palka, Tomasz Sliwinski, Przemyslaw Kaszynski, Marta Kuta, Bogdan Ruszczak, Marcin Malec, Piotr Saluga, Jacek Kaminski
2025	—	`conf`	Single- and Multi-Objective Genetic Optimization of Hyperspectral Image Pre-Processing. GECCO Companion Bogdan Ruszczak, Sabina Kubiciel-Lodzinska, Katarzyna Rudnik, Zineb Bougriche, Agata M. Wijata, Jakub Nalepa
2024	C	`conf`	Convolutional neural networks estimate root-zone soil moisture from hyperspectral images. VCIP Lukasz Tulczyjew, Bogdan Ruszczak, Michal Myller, Agata M. Wijata, Dominika Boguszewska-Mankowska, Jakub Nalepa
2024	—	`conf`	Coupling Temporal Convolutional Networks with Anomaly Detection and CMA-ES for the Electricity Price Forecasting. GECCO Companion Bogdan Ruszczak
2024	C	`conf`	Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines. IGARSS Agata M. Wijata, Artur Miroszewski, Bertrand Le Saux, Nicolas Longépé, Bogdan Ruszczak, Jakub Nalepa
2024	J	`jnl`	European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry. CoRR Krzysztof Kotowski, Christoph Haskamp, Jacek Andrzejewski, Bogdan Ruszczak, Jakub Nalepa, Daniel Lakey, Peter Collins, Aybike Kolmas, Mauro Bartesaghi, Jose Martinez-Heras, Gabriele De Canio
2024	C	`conf`	Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices. IGARSS Agata M. Wijata, Tomasz Lakota, Marcin Cwiek, Bogdan Ruszczak, Michal Gumiela, Lukasz Tulczyjew, Andrzej Bartoszek, Nicolas Longépé, Krzysztof Smykala, Jakub Nalepa
2024	—	`conf`	Particle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images. GECCO Companion Bogdan Ruszczak, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa
2024	J	`jnl`	The OPS-SAT benchmark for detecting anomalies in satellite telemetry. CoRR Bogdan Ruszczak, Krzysztof Kotowski, David Evans, Jakub Nalepa
2024	J	`jnl`	Various tomato infection discrimination using spectroscopy. Signal Image Video Process. Bogdan Ruszczak, Krzysztof Smykala, Michal Tomaszewski, Pedro Javier Navarro Lorente
2023	—	`conf`	Ensemble-based versus expert-assisted approach to carbon price features selection. FedCSIS (Communication Papers) Bogdan Ruszczak, Katarzyna Rudnik
2023	—	`conf`	Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. ICCS (2) Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa
2023	—	`conf`	Evolutionary configuration of the Temporal Convolutional Network for the electricity price prediction. GECCO Companion Bogdan Ruszczak
2023	—	`conf`	Machine Learning Detects Anomalies in OPS-SAT Telemetry. ICCS (1) Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Alicja Musial, David Evans, Vladimir Zelenevskiy, Sam Bammens, Rodrigo Laurinovics, Jakub Nalepa
2023	J	`jnl`	OXI: An online tool for visualization and annotation of satellite time series data. SoftwareX Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Christoph Haskamp, Jakub Nalepa
2023	J	`jnl`	Overview of Image Datasets for Deep Learning Applications in Diagnostics of Power Infrastructure. Sensors Bogdan Ruszczak, Pawel Michalski, Michal Tomaszewski
2023	—	`conf`	Reducing high-dimensional feature set of hyperspectral measurements for plant phenotype classification. GECCO Companion Bogdan Ruszczak
2022	J	`jnl`	Soil Moisture a Posteriori Measurements Enhancement Using Ensemble Learning. Sensors Bogdan Ruszczak, Dominika Boguszewska-Mankowska
2022	J	`jnl`	Unbiasing the Estimation of Chlorophyll from Hyperspectral Images: A Benchmark Dataset, Validation Procedure and Baseline Results. Remote. Sens. Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa
2020	B	`conf`	Application of Ensemble Learning to Detect Alternaria Solani Infection on Tomatoes Cultivated Under Foil Tunnels. Intelligent Environments (Workshops) Krzysztof Smykala, Bogdan Ruszczak, Karol Dziubanski
2020	J	`jnl`	The detection of Alternaria solani infection on tomatoes using ensemble learning. J. Ambient Intell. Smart Environ. Bogdan Ruszczak, Krzysztof Smykala, Karol Dziubanski
2019	—	`conf`	Brassica Napus Florescence Modeling Based on Modified Vegetation Index Using Sentinel-2 Imagery. ICAISC (2) Michal Slapek, Krzysztof Smykala, Bogdan Ruszczak
2019	J	`jnl`	Detection of power line insulators on digital images with the use of laser spots. IET Image Process. Michal Tomaszewski, Pawel Michalski, Bogdan Ruszczak, Slawomir Zator
2019	—	`conf`	The Implementation of a Convolutional Neural Network for the Detection of the Transmission Towers Using Satellite Imagery. ISAT (2) Pawel Michalski, Bogdan Ruszczak, Pedro Javier Navarro Lorente
2019	J	`jnl`	The study of weather conditions favourable to the accretion of icing that pose a threat to transmission power lines. Int. J. Crit. Infrastructure Prot. Michal Tomaszewski, Bogdan Ruszczak, Pawel Michalski, Slawomir Zator
2018	—	`conf`	Convolutional Neural Networks Implementations for Computer Vision. IC BCI Pawel Michalski, Bogdan Ruszczak, Michal Tomaszewski