Agata M. Wijata

32 papers A 1B 4C 9Journal 7Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Artificial intelligence and digital twins for the personalised prediction of hypertension risk. Comput. Biol. Medicine Akhil Naik, Jakub Nalepa, Agata M. Wijata, Joseph Mahon, Dharmesh Mistry, Adam T. Knowles, Ellen A. Dawson, Gregory Yoke Hong Lip, Iván Olier, Sandra Ortega-Martorell
2025	—	`conf`	Genetic Feature Selection for Multimodal Wound Detection. GECCO Companion Agata M. Wijata, Maria J. Bienkowska, Michal Witold Przewozniczek, Jakub Nalepa
2025	J	`jnl`	Interpretable arrhythmia detection in ECG scans using deep learning ensembles: a genetic programming approach. npj Digit. Medicine Arkadiusz Czerwinski, Damian Kucharski, Agata M. Wijata, Hanadi Aldosari, Frans Coenen, Dhiraj Gupta, Lu Fu, Weidong Lin, Yumei Xue, Jacek Kawa, Yalin Zheng, Gregory Yoke Hong Lip, Jakub Nalepa
2025	—	`conf`	Machine Learning and Genetic Algorithms: An Intricate Relationship for Locating Methane in Satellite Images. GECCO Companion Agata M. Wijata, Nicolas Longépé, Michal Witold Przewozniczek, Jakub Nalepa
2025	J	`jnl`	Monitoring Forest Changes With Foundation Models and Sentinel-2 Time Series. IEEE Geosci. Remote. Sens. Lett. Jakub Sadel, Lukasz Tulczyjew, Agata M. Wijata, Mateusz Przeliorz, Jakub Nalepa
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	—	`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	B	`conf`	A Needle In A (Medical) Haystack: Detecting A Biopsy Needle In Ultrasound Images Using Vision Transformers. ICIP Agata M. Wijata, Bartlomiej Pycinski, Jakub Nalepa
2024	A	`conf`	CANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs. GECCO Lukasz Tulczyjew, Michal Przewozniczek, Renato Tinós, 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	C	`conf`	Designing (Not Only) Lunar Space Data Centers. IGARSS Agata M. Wijata, Alicja Musial, Dawid Lazaj, Michal Gumiela, Mateusz Przeliorz, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Nicolas Longépé, Pierre-Philippe Mathieu, Jakub Nalepa
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	C	`conf`	Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models. IGARSS Wiktor Gacek, Lukasz Tulczyjew, Agata M. Wijata, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
2024	B	`conf`	Giraffe: A Genetic Programming Algorithm To Build Deep Learning Ensembles For Ecg Arrhythmia Classification. ICIP Damian Kucharski, Agata M. Wijata, Lu Fu, Weidong Lin, Yumei Xue, Jacek Kawa, Yalin Zheng, Gregory Yoke Hong Lip, Jakub Nalepa
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	C	`conf`	Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning. ICPRAM Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa
2024	J	`jnl`	Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI. CoRR Vladimir Zaigrajew, Hubert Baniecki, Lukasz Tulczyjew, Agata M. Wijata, Jakub Nalepa, Nicolas Longépé, Przemyslaw Biecek
2024	—	`conf`	Selecting Image Features for Biopsy Needle Detection in Ultrasound Images Using Genetic Algorithms. GECCO Companion Agata M. Wijata, Bartlomiej Pycinski, Jakub Nalepa
2024	C	`conf`	Soil Analysis with Very Few Labels Using Semi-Supervised Hyperspectral Image Classification. IGARSS Bartosz Grabowski, Agata M. Wijata, Lukasz Tulczyjew, Bertrand Le Saux, Jakub Nalepa
2023	C	`conf`	Benchmarking Space-Based Data Center Architectures. IGARSS Michal Gumiela, Alicja Musial, Agata M. Wijata, Dawid Lazaj, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Jakub Nalepa
2023	—	`conf`	Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. ICCS (2) Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa
2023	B	`conf`	Machine Learning Detects a Biopsy Needle in Ultrasound Images. ICIP Agata M. Wijata, Jakub Nalepa
2023	—	`conf`	On the Impact of Noisy Labels on Supervised Classification Models. ICCS (2) Rafal Dubel, Agata M. Wijata, Jakub Nalepa
2023	C	`conf`	Toward On-Board Methane Detection in Hyperspectral Images. IGARSS Agata M. Wijata, Michel-François Foulon, Yves Bobichon, Nicolas Longépé, Roberto Camarero, Raffaele Vitulli, Marco Celesti, Gianluigi Di Cosimo, Ferran Gascon, Jens Nieke, Jakub Nalepa
2022	B	`conf`	Unbiased Validation of the Algorithms for Automatic Needle Localization in Ultrasound-Guided Breast Biopsies. ICIP Agata M. Wijata, Jakub Nalepa
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
2019	—	`conf`	An Automatic Method of Chronic Wounds Segmentation in Multimodal Images. ITIB Joanna Czajkowska, Marta Biesok, Jan Maria Juszczyk, Agata M. Wijata, Bartlomiej Pycinski, Michal Krecichwost, Ewa Pietka
2019	—	`conf`	Evaluation of Methods for Volume Estimation of Chronic Wounds. ITIB Jan Maria Juszczyk, Agata M. Wijata, Joanna Czajkowska, Marta Biesok, Bartlomiej Pycinski, Ewa Pietka
2018	J	`jnl`	Prediction of menarcheal status of girls using voice features. Comput. Biol. Medicine Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata
2016	—	`conf`	Impact of Music on the Effectiveness of Performing Mathematical-Logical Tasks. ITIB (1) Andrzej W. Mitas, Anna M. Lipowicz, Agata M. Wijata, Maria J. Bienkowska
2016	—	`conf`	Longitudinal Voice Study (LoVoiS) Methodology and Preliminary Research Results. ITIB (1) Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel
2016	—	`conf`	Pre and Post Menarche - Girls' Bodies Parameters Comparison. ITIB (1) Anna M. Lipowicz, Andrzej W. Mitas, Marcin D. Bugdol, Monika N. Bugdol, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel