Katarzyna Nieszporek

According to our database, Katarzyna Nieszporek authored at least 13 papers between 2018 and 2025.

Collaborative distances:

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

2025

Adversarially-Guided 3D Shape Deformation via Differentiable Rendering and 2D Supervision.

Andrea Gevasio, Christian Napoli, Katarzyna Nieszporek

Proceedings of the 11th Sapienza Yearly Symposium of Technology, 2025

Bayesian LSTM Forecasting of COVID-19 ICU Occupancy With Uncertainty Estimations.

Katarzyna Nieszporek, Giulia Capecchi, Maria Grazia Bocci

Proceedings of the 10th International Conference of Yearly Reports on Informatics, 2025

UAV Forensics: Transformer-Based Identification of Mobile Devices for Drone Piloting.

Katarzyna Nieszporek, Jaroslaw Bernacki, Kelton A. P. Costa, Qiao Ke, Wei Wei

Proceedings of the Artificial Intelligence and Soft Computing, 2025

Enhanced Graph Deviation Networks for Anomaly Detection in Space Telemetry.

Matteo Manias, Gabriele Scognamiglio, Adriano Puglisi, Katarzyna Nieszporek, Janusz T. Starczewski, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2025

Lightweight Anomaly Detection for IoT: Evaluating Machine Learning and Deep Learning Models on CICIDS2017.

Emanuele Iacobelli, Valerio Ponzi, Adriano Puglisi, Oleksandr Kuznetsov, Katarzyna Nieszporek, Cristian Randieri, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2025

2024

Positioning the Reconstruction Plane for a Statistical Iterative Reconstruction Algorithm with Rebinning in CT Scanners with a Flying Focal Spot.

Piotr Pluta, Katarzyna Nieszporek, Jakub Sosnowski

Proceedings of the Artificial Intelligence and Soft Computing, 2024

Evaluating Neural Network Models for Accurate Prediction of Network Traffic Load.

Jaroslaw Bernacki, Kelton A. P. Costa, Katarzyna Nieszporek

Proceedings of the Artificial Intelligence and Soft Computing, 2024

2022

Type-2 Fuzzy Classifier with Smooth Type-Reduction.

Katarzyna Nieszporek, Giorgio De Magistris, Christian Napoli, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2019

Fuzzy-rough Fuzzification in General FL Classifiers.

Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

A Greedy Algorithm for Extraction of Handwritten Strokes.

Michal R. Wróbel, Janusz T. Starczewski, Katarzyna Nieszporek, Piotr Opielka, Andrzej Kazmierczak

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Application of Spiking Neural Networks to Fashion Classification.

Piotr Opielka, Janusz T. Starczewski, Michal R. Wróbel, Katarzyna Nieszporek, Alina Marchlewska

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

A Fuzzy Measure for Recognition of Handwritten Letter Strokes.

Michal R. Wróbel, Katarzyna Nieszporek, Janusz T. Starczewski, Andrzej Cader

Proceedings of the Artificial Intelligence and Soft Computing, 2018

A Fuzzy SOM for Understanding Incomplete 3D Faces.

Janusz T. Starczewski, Katarzyna Nieszporek, Michal R. Wróbel, Konrad Grzanek

Proceedings of the Artificial Intelligence and Soft Computing, 2018