Publikacje
Found 41 results
Filters: Autor is Michał Romaszewski [Clear All Filters]
Assessment of symptom severity in psychotic disorder patients based on heart rate variability and accelerometer mobility data. Computers in Biology and Medicine. 176
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2024. Calibration of Water Demand Network Through a Machine Learned Digital Twin Model. 5th Polish Conference on Artificial Intelligence (PP-RAI 2024).
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2024. Efficient Numerical Calibration of Water Delivery Network Using Short-Burst Hydrant Trials. arXiv preprint arXiv:2410.02772.
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2024. ‘Just One More Sensor is Enough’ – Iterative Water Leak Localization with Physical Simulation and a Small Number of Pressure Sensors. IEEE Sensors Journal.
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2024. Poster: Explainable classification of multimodal time series using LLMs. 5th Polish Conference on Artificial Intelligence (PP-RAI 2024).
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2024. Through the Thicket: A Study of Number-Oriented LLMs derived from Random Forest Models. arXiv preprint arXiv:2406.04926.
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Detection of emergent leaks using machine learning approaches. Water Supply. 23(6)
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2023. Hyperspectral Imaging as a Facile and Non-Destructive Method for Size Analysis of Gold Nanoparticles Deposited on Porous Materials. Particle & Particle Systems Characterization.
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2023. Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation. 21st International Conference on Image Analysis and Processing. 13231
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2022. A dataset for evaluating blood detection in hyperspectral images. Forensic Science International. 320
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2021. Anomaly detection in hyperspectral remote sensing images. Hyperspectral Remote Sensing: Theory & Applications.
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2020. Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks. Sensors. 20(Recent Advances in Multi- and Hyperspectral Image Analysis)
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2020. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. PP-RAI'2019. :p.121.
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2019. A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification. IEEE Geoscience and Remote Sensing Letters. 16:467-471.
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2019. Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data. Computer and Information Sciences.
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2018. Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns. Forensic Science International. 290
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2018. Matrix and Tensor-Based Approximation of 3D Face Animations from Low-Cost Range Sensors. Computer and Information Sciences.
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2018. Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications.
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