Bogdan Ruszczak

According to our database, Bogdan Ruszczak authored at least 23 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Various tomato infection discrimination using spectroscopy.

Bogdan Ruszczak, Krzysztof Smykala, Michal Tomaszewski, Pedro Javier Navarro Lorente

Signal Image Video Process., August, 2024

The OPS-SAT benchmark for detecting anomalies in satellite telemetry.

Bogdan Ruszczak, Krzysztof Kotowski, David Evans, Jakub Nalepa

CoRR, 2024

European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry.

Krzysztof Kotowski, Christoph Haskamp, Jacek Andrzejewski, Bogdan Ruszczak, Jakub Nalepa, Daniel Lakey, Peter Collins, Aybike Kolmas, Mauro Bartesaghi, Jose Martinez-Heras, Gabriele De Canio

CoRR, 2024

Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines.

Agata M. Wijata, Artur Miroszewski, Bertrand Le Saux, Nicolas Longépé, Bogdan Ruszczak, Jakub Nalepa

Proceedings of the IGARSS 2024, 2024

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 Longépé, Krzysztof Smykala, Jakub Nalepa

Proceedings of the IGARSS 2024, 2024

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

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Coupling Temporal Convolutional Networks with Anomaly Detection and CMA-ES for the Electricity Price Forecasting.

Bogdan Ruszczak

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Overview of Image Datasets for Deep Learning Applications in Diagnostics of Power Infrastructure.

Bogdan Ruszczak, Pawel Michalski, Michal Tomaszewski

Sensors, August, 2023

OXI: An online tool for visualization and annotation of satellite time series data.

Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Christoph Haskamp, Jakub Nalepa

SoftwareX, July, 2023

Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features.

Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa

Proceedings of the Computational Science - ICCS 2023, 2023

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

Proceedings of the Computational Science - ICCS 2023, 2023

Reducing high-dimensional feature set of hyperspectral measurements for plant phenotype classification.

Bogdan Ruszczak

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Evolutionary configuration of the Temporal Convolutional Network for the electricity price prediction.

Bogdan Ruszczak

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Ensemble-based versus expert-assisted approach to carbon price features selection.

Bogdan Ruszczak, Katarzyna Rudnik

Proceedings of the Communication Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

Soil Moisture a Posteriori Measurements Enhancement Using Ensemble Learning.

Bogdan Ruszczak, Dominika Boguszewska-Mankowska

Sensors, 2022

Unbiasing the Estimation of Chlorophyll from Hyperspectral Images: A Benchmark Dataset, Validation Procedure and Baseline Results.

Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa

Remote. Sens., 2022

2020

The detection of Alternaria solani infection on tomatoes using ensemble learning.

Bogdan Ruszczak, Krzysztof Smykala, Karol Dziubanski

J. Ambient Intell. Smart Environ., 2020

Application of Ensemble Learning to Detect Alternaria Solani Infection on Tomatoes Cultivated Under Foil Tunnels.

Krzysztof Smykala, Bogdan Ruszczak, Karol Dziubanski

Proceedings of the Intelligent Environments 2020, 2020

2019

The study of weather conditions favourable to the accretion of icing that pose a threat to transmission power lines.

Michal Tomaszewski, Bogdan Ruszczak, Pawel Michalski, Slawomir Zator

Int. J. Crit. Infrastructure Prot., 2019

Detection of power line insulators on digital images with the use of laser spots.

Michal Tomaszewski, Pawel Michalski, Bogdan Ruszczak, Slawomir Zator

IET Image Process., 2019

The Implementation of a Convolutional Neural Network for the Detection of the Transmission Towers Using Satellite Imagery.

Pawel Michalski, Bogdan Ruszczak, Pedro Javier Navarro Lorente

Proceedings of the Information Systems Architecture and Technology: Proceedings of 40th Anniversary International Conference on Information Systems Architecture and Technology - ISAT 2019, 2019

Brassica Napus Florescence Modeling Based on Modified Vegetation Index Using Sentinel-2 Imagery.

Michal Slapek, Krzysztof Smykala, Bogdan Ruszczak

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Convolutional Neural Networks Implementations for Computer Vision.

Pawel Michalski, Bogdan Ruszczak, Michal Tomaszewski

Proceedings of the Biomedical Engineering and Neuroscience, 2018