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Journal Articles
- 2024
[j8]Bogdan Ruszczak
, Krzysztof Smykala, Michal Tomaszewski, Pedro Javier Navarro Lorente:
Various tomato infection discrimination using spectroscopy. Signal Image Video Process. 18(6-7): 5461-5476 (2024)- 2023
- [j7]Bogdan Ruszczak, Pawel Michalski, Michal Tomaszewski:
Overview of Image Datasets for Deep Learning Applications in Diagnostics of Power Infrastructure. Sensors 23(16): 7171 (2023) - [j6]Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Christoph Haskamp, Jakub Nalepa:
OXI: An online tool for visualization and annotation of satellite time series data. SoftwareX 23: 101476 (2023) - 2022
- [j5]Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa:
Unbiasing the Estimation of Chlorophyll from Hyperspectral Images: A Benchmark Dataset, Validation Procedure and Baseline Results. Remote. Sens. 14(21): 5526 (2022) - [j4]Bogdan Ruszczak, Dominika Boguszewska-Mankowska:
Soil Moisture a Posteriori Measurements Enhancement Using Ensemble Learning. Sensors 22(12): 4591 (2022) - 2020
- [j3]Bogdan Ruszczak, Krzysztof Smykala, Karol Dziubanski:
The detection of Alternaria solani infection on tomatoes using ensemble learning. J. Ambient Intell. Smart Environ. 12(5): 407-418 (2020) - 2019
- [j2]Michal Tomaszewski, Pawel Michalski, Bogdan Ruszczak, Slawomir Zator:
Detection of power line insulators on digital images with the use of laser spots. IET Image Process. 13(12): 2358-2366 (2019) - [j1]Michal Tomaszewski, Bogdan Ruszczak, Pawel Michalski, Slawomir Zator:
The study of weather conditions favourable to the accretion of icing that pose a threat to transmission power lines. Int. J. Crit. Infrastructure Prot. 25: 139-151 (2019)
Conference and Workshop Papers
- 2024
- [c13]Bogdan Ruszczak:
Coupling Temporal Convolutional Networks with Anomaly Detection and CMA-ES for the Electricity Price Forecasting. GECCO Companion 2024: 105-106 - [c12]Bogdan Ruszczak, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa:
Particle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images. GECCO Companion 2024: 695-698 - [c11]Agata M. Wijata, Artur Miroszewski, Bertrand Le Saux, Nicolas Longépé, Bogdan Ruszczak, Jakub Nalepa:
Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines. IGARSS 2024: 817-822 - [c10]Agata M. Wijata, Tomasz Lakota, Marcin Cwiek, Bogdan Ruszczak, Michal Gumiela, Lukasz Tulczyjew, Andrzej Bartoszek, Nicolas Longépé, Krzysztof Smykala, Jakub Nalepa:
Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices. IGARSS 2024: 1708-1712 - 2023
- [c9]Bogdan Ruszczak, Katarzyna Rudnik:
Ensemble-based versus expert-assisted approach to carbon price features selection. FedCSIS (Communication Papers) 2023: 245-250 - [c8]Bogdan Ruszczak:
Evolutionary configuration of the Temporal Convolutional Network for the electricity price prediction. GECCO Companion 2023: 75-76 - [c7]Bogdan Ruszczak:
Reducing high-dimensional feature set of hyperspectral measurements for plant phenotype classification. GECCO Companion 2023: 77-78 - [c6]Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa:
Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. ICCS (2) 2023: 196-203 - [c5]Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Alicja Musial, David Evans, Vladimir Zelenevskiy, Sam Bammens, Rodrigo Laurinovics, Jakub Nalepa:
Machine Learning Detects Anomalies in OPS-SAT Telemetry. ICCS (1) 2023: 295-306 - 2020
- [c4]Krzysztof Smykala, Bogdan Ruszczak, Karol Dziubanski:
Application of Ensemble Learning to Detect Alternaria Solani Infection on Tomatoes Cultivated Under Foil Tunnels. Intelligent Environments (Workshops) 2020: 127-132 - 2019
- [c3]Michal Slapek, Krzysztof Smykala, Bogdan Ruszczak:
Brassica Napus Florescence Modeling Based on Modified Vegetation Index Using Sentinel-2 Imagery. ICAISC (2) 2019: 80-90 - [c2]Pawel Michalski, Bogdan Ruszczak, Pedro Javier Navarro Lorente:
The Implementation of a Convolutional Neural Network for the Detection of the Transmission Towers Using Satellite Imagery. ISAT (2) 2019: 287-299 - 2018
- [c1]Pawel Michalski, Bogdan Ruszczak, Michal Tomaszewski:
Convolutional Neural Networks Implementations for Computer Vision. IC BCI 2018: 98-110
Informal and Other Publications
- 2024
- [i2]Krzysztof Kotowski, Christoph Haskamp, Jacek Andrzejewski, Bogdan Ruszczak, Jakub Nalepa, Daniel Lakey, Peter Collins, Aybike Kolmas, Mauro Bartesaghi, Jose Martinez-Heras, Gabriele De Canio:
European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry. CoRR abs/2406.17826 (2024) - [i1]Bogdan Ruszczak, Krzysztof Kotowski, David Evans, Jakub Nalepa:
The OPS-SAT benchmark for detecting anomalies in satellite telemetry. CoRR abs/2407.04730 (2024)
Coauthor Index
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