Agata M. Wijata
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
7
Active years
2022–2026
Best venue rank
C
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 | 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 |
| 2025 | GECCO | Genetic Feature Selection for Multimodal Wound Detection. | Agata M. Wijata, Maria J. Bienkowska, Michal Witold Przewozniczek, Jakub Nalepa |
| 2025 | GECCO | Machine Learning and Genetic Algorithms: An Intricate Relationship for Locating Methane in Satellite Images. | Agata M. Wijata, Nicolas Longp, Michal Witold Przewozniczek, Jakub Nalepa |
| 2024 | GECCO | CANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs. | Lukasz Tulczyjew, Michal Przewozniczek, Renato Tins, Agata M. Wijata, Jakub Nalepa |
| 2024 | GECCO | Selecting Image Features for Biopsy Needle Detection in Ultrasound Images Using Genetic Algorithms. | Agata M. Wijata, Bartlomiej Pycinski, Jakub Nalepa |
| 2024 | ICIP | Giraffe: A Genetic Programming Algorithm To Build Deep Learning Ensembles For Ecg Arrhythmia Classification. | Damian Kucharski, Agata M. Wijata, Lu Fu, Weidong Lin, Yumei Xue, Jacek Kawa, Yalin Zheng, Gregory Yoke Hong Lip, Jakub Nalepa |
| 2024 | ICIP | A Needle In A (Medical) Haystack: Detecting A Biopsy Needle In Ultrasound Images Using Vision Transformers. | Agata M. Wijata, Bartlomiej Pycinski, 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 | Designing (Not Only) Lunar Space Data Centers. | Agata M. Wijata, Alicja Musial, Dawid Lazaj, Michal Gumiela, Mateusz Przeliorz, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Nicolas Longp, Pierre-Philippe Mathieu, 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 | ICPRAM | Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning. | Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa |
| 2024 | IGARSS | Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models. | Wiktor Gacek, Lukasz Tulczyjew, Agata M. Wijata, Nicolas Longp, Bertrand Le Saux, Jakub Nalepa |
| 2024 | IGARSS | Soil Analysis with Very Few Labels Using Semi-Supervised Hyperspectral Image Classification. | Bartosz Grabowski, Agata M. Wijata, Lukasz Tulczyjew, Bertrand Le Saux, 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 | ICCS | On the Impact of Noisy Labels on Supervised Classification Models. | Rafal Dubel, Agata M. Wijata, Jakub Nalepa |
| 2023 | ICCS | Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. | Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa |
| 2023 | ICIP | Machine Learning Detects a Biopsy Needle in Ultrasound Images. | Agata M. Wijata, Jakub Nalepa |
| 2023 | IGARSS | Toward On-Board Methane Detection in Hyperspectral Images. | Agata M. Wijata, Michel-Franois Foulon, Yves Bobichon, Nicolas Longp, Roberto Camarero, Raffaele Vitulli, Marco Celesti, Gianluigi Di Cosimo, Ferran Gascon, Jens Nieke, Jakub Nalepa |
| 2023 | IGARSS | Benchmarking Space-Based Data Center Architectures. | Michal Gumiela, Alicja Musial, Agata M. Wijata, Dawid Lazaj, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Jakub Nalepa |
| 2022 | ICIP | Unbiased Validation of the Algorithms for Automatic Needle Localization in Ultrasound-Guided Breast Biopsies. | Agata M. Wijata, Jakub Nalepa |