%0 Book Section
%B Inżynieria Internetu przyszłości część 2
%D 2013
%G eng
%I Oficyna Wydawnicza PW
%T Aplikacje Sieci Świadomej Treści
%@ 978-83-7814-099-3
%& Aplikacje Sieci Świadomej Treści

%0 Book Section
%B Gesture and Sign Language in Human-Computer Interaction and Embodied Communication
%D 2012
%G eng
%I Springer Berlin Heidelberg
%T Choosing and Modeling the Hand Gesture Database for a Natural User Interface
%7 Lecture Notes in Artificial Intelligence

%0 Journal Article
%B GW 2011: the 9th International Gesture in Embodied Communication and Human-Computer InteractionWorkshop
%D 2011
%G eng
%T Choosing and modeling hand gesture database for natural user interface

%0 Journal Article
%B Lecture Notes in Computer Science, Human-Computer Interaction – INTERACT
%D 2011
%G eng
%T Unsupervised Parameter Selection for Gesture Recognition with Vector Quantization and Hidden Markov Models
%V 6949

%0 Journal Article
%B Przegląd telekomunikacyjny
%D 2012
%G eng
%P 1491–1502
%T Aplikacje sieci świadomej treści

%0 Generic
%D 2011
%G eng
%T Towards a natural gesture interface: LDA-based gesture separability
%U https://arxiv.org/abs/1109.5034

%0 Journal Article
%B Lecture Notes in Artificial Intelligence
%D 2014
%G eng
%P 757–768
%T Dimensionality reduction of dynamic animations using HO-SVD
%V 8467

%0 Journal Article
%B arXiv:1310.1240
%D 2013
%G eng
%T Compression of animated 3D models using HO-SVD

%0 Journal Article
%B Journal of Artificial Intelligence and Soft Computing Research
%D 2013
%G eng
%P 277–289
%T Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD
%V 3

%0 Generic
%B Computer Recognition Systems
%D 2011
%G eng
%I Springer
%P 365–373
%T The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data
%V 4
%8 2011

%0 Journal Article
%B Advances in Soft Computing
%D 2009
%G eng
%P 71–78
%T 3D Mesh Approximation Using Vector Quantization
%V 57/2009
%8 V

%0 Conference Paper
%B Image Processing Theory Tools and Applications (IPTA), 2014 4th International Conference on
%D 2014
%G eng
%I IEEE
%P 404–409
%T Natural hand gestures for human identification in a Human-Computer Interface
%8 10

%0 Journal Article
%B Theoretical and Applied Informatics
%D 2010
%G eng
%P 131–140
%T Optimization of a Vector Quantizer's Quality for 3D Mesh Applications
%V 22
%8 9

%0 Conference Paper
%B Image Processing & Communications Challenges
%D 2009
%G eng
%I Academy Publishing House EXIT
%P 302–308
%T 3D Mesh Identification Using Random Walks and Hidden Markov Models

%0 Book Section
%B Computer Networks 2011. Communications in Computer and Information Science 160.
%D 2011
%G eng
%P 459–464
%T Virtual Museum as an Example of 3D Content Distribution in the Architecture of a Future Internet

%0 Conference Paper
%B Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
%D 2016
%G eng
%R 10.5220/0005723501380145
%T Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences
%@ 978-989-758-175-5

%0 Journal Article
%B ISPRS Journal of Photogrammetry and Remote Sensing
%D 2016
%G eng
%P 60 - 76
%R http://dx.doi.org/10.1016/j.isprsjprs.2016.08.011
%T Semi-supervised hyperspectral classification from a small number of training samples using a co-training approach
%U http://www.sciencedirect.com/science/article/pii/S0924271616303446
%V 121

%0 Journal Article
%B Forensic Science International
%D 2018
%G eng
%R https://doi.org/10.1016/j.forsciint.2018.06.040
%T Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns
%U http://www.sciencedirect.com/science/article/pii/S0379073818303657
%V 290
%8 07/2018
%& 227

%0 Conference Paper
%B Computer and Information Sciences
%D 2018
%G eng
%I Springer International Publishing
%T Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data
%@ 978-3-030-00840-6

%0 Conference Paper
%B Computer and Information Sciences
%C Cham
%D 2018
%G eng
%I Springer International Publishing
%T Matrix and Tensor-Based Approximation of 3D Face Animations from Low-Cost Range Sensors
%@ 978-3-030-00840-6

%0 Journal Article
%B IEEE Geoscience and Remote Sensing Letters
%D 2019
%G eng
%P 467-471
%R 10.1109/LGRS.2018.2868862
%T A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification
%V 16
%8 March

%0 Generic
%B PP-RAI'2019
%C Wrocław, Poland
%D 2019
%G eng
%I Wroclaw University of Science and Technology
%P p. 121
%T Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images
%U https://arxiv.org/abs/1808.03513
%8 2019
%@ 978-83-943803-2-8

%0 Generic
%B PP-RAI'2019
%C Wrocław, Poland
%D 2019
%G eng
%I Wroclaw University of Science and Technology
%T Unsupervised deep learning approach to hyperspectral anomaly detection
%@ 978-83-943803-2-8

%0 Book Section
%B Hyperspectral Remote Sensing: Theory & Applications
%D 2020
%G eng
%I Elsevier
%T Anomaly detection in hyperspectral remote sensing images
%U https://www.elsevier.com/books/hyperspectral-remote-sensing/pandey/978-0-08-102894-0
%@ 978-0-08-102894-0

%0 Journal Article
%B Sensors
%D 2020
%G eng
%N Recent Advances in Multi- and Hyperspectral Image Analysis
%R https://doi.org/10.3390/s20226666
%T Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks
%U https://www.mdpi.com/1424-8220/20/22/6666
%V 20
%8 11/2020

%0 Journal Article
%B Animals
%D 2020
%G eng
%N 12
%P  2201
%T Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images
%V 10
%8 11/2020

%0 Generic
%D 2020
%G eng
%R 10.5281/zenodo.3984905
%T A Dataset for Evaluating Blood Detection in Hyperspectral Images [Data set]
%U https://doi.org/10.5281/zenodo.3984905

%0 Journal Article
%B Forensic Science International
%D 2021
%G eng
%R https://doi.org/10.1016/j.forsciint.2021.110701
%T A dataset for evaluating blood detection in hyperspectral images
%U https://arxiv.org/abs/2008.10254
%V 320

%0 Generic
%D 2020
%G eng
%R http://doi.org/10.5281/zenodo.4085075
%T Comparison of surface thermal patterns of horses and donkeys in IRT images [Data set]
%U https://zenodo.org/record/4085075

%0 Journal Article
%B Sensors
%D 2021
%G eng
%R 10.3390/s21072293
%T Hyperspectral Classification of Blood-Like Substances Using Machine Learning Methods Combined with Genetic Algorithms in Transductive and Inductive Scenarios
%U https://www.mdpi.com/1424-8220/21/7/2293
%V 21
%8 03/2021

%0 Generic
%B 21st International Conference on Image Analysis and Processing
%C Lecce, Italy
%D 2022
%G eng
%I Springer, Cham
%R 10.1007/978-3-031-06427-2_33
%T Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation
%U https://arxiv.org/abs/2109.13748
%V 13231
%8 05/2022

%0 Journal Article
%B Water Supply
%D 2023
%G eng
%N 6
%R 10.2166/ws.2023.118
%T Detection of emergent leaks using machine learning approaches
%U https://doi.org/10.2166/ws.2023.118
%V 23
%8 05/2023
%& 2370

%0 Journal Article
%B medXriv
%D 2023
%G eng
%R 10.1101/2023.08.04.23293640
%T The analysis of heart rate variability and accelerometer mobility data in the assessment of symptom severity in psychotic disorder patients using a wearable Polar H10 sensor
%U https://www.medrxiv.org/content/10.1101/2023.08.04.23293640v1
%8 08/2023

%0 Generic
%D 2023
%G eng
%R 10.5281/zenodo.8171266
%T HRV-ACC: a dataset with R-R intervals and accelerometer data for the diagnosis of psychotic disorders using a Polar H10 wearable sensor
%U https://zenodo.org/record/8171266

%0 Journal Article
%B Particle & Particle Systems Characterization
%D 2023
%G eng
%R https://doi.org/10.1002/ppsc.202200204
%T Hyperspectral Imaging as a Facile and Non-Destructive Method for Size Analysis of Gold Nanoparticles Deposited on Porous Materials

%0 Conference Paper
%B Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.
%D 2023
%G eng
%I Wydawnictwo Politechniki Łódzkiej
%T Machine Learning for Water Leak Detection and Localization in the WaterPrime Project

%0 Journal Article
%B Computers in Biology and Medicine
%D 2024
%G eng
%R https://doi.org/10.1016/j.compbiomed.2024.108544
%T Assessment of symptom severity in psychotic disorder patients based on heart rate variability and accelerometer mobility data
%U https://www.sciencedirect.com/science/article/pii/S0010482524006280
%V 176
%8 05/2024

%0 Journal Article
%B arXiv preprint arXiv:2406.04926
%D 2024
%G eng
%T Through the Thicket: A Study of Number-Oriented LLMs derived from Random Forest Models
%U https://arxiv.org/abs/2406.04926
%8 06/2024

%0 Journal Article
%B IEEE Sensors Journal
%D 2024
%G eng
%R 10.1109/JSEN.2024.3413889
%T ‘Just One More Sensor is Enough’ – Iterative Water Leak Localization with Physical Simulation and a Small Number of Pressure Sensors
%8 06/2024

%0 Journal Article
%B arXiv preprint 	arXiv:2410.02772
%D 2024
%G eng
%R https://doi.org/10.48550/arXiv.2410.02772
%T Efficient Numerical Calibration of Water Delivery Network Using Short-Burst Hydrant Trials
%U https://arxiv.org/abs/2410.02772
%8 09/2024

%0 Generic
%B 5th Polish Conference on Artificial Intelligence (PP-RAI 2024)
%D 2024
%G eng
%T Calibration of Water Demand Network Through a Machine Learned Digital Twin Model

%0 Generic
%B 5th Polish Conference on Artificial Intelligence (PP-RAI 2024)
%C Warsaw, Poland
%D 2024
%G eng
%T Poster: Explainable classification of multimodal time series using LLMs
%8 04/2024

%0 Journal Article
%B Journal of Artificial Intelligence and Soft Computing Research
%D 2025
%G eng
%N 3
%R https://doi.org/10.2478/jaiscr-2025-0014
%T Through the Thicket: A Study of Number-Oriented LLMS Derived from Random Forest Models
%V 15
%8 03/2025
%& 279

%0 Conference Paper
%B International Conference on Computational Science 2025
%D 2025
%G eng
%R 10.48550/arXiv.2502.21055
%T Quantum-aware Transformer model for state classification
%U https://link.springer.com/chapter/10.1007/978-3-031-97570-7_15

%0 Journal Article
%B arXiv preprint
%G eng
%R  https://doi.org/10.48550/arXiv.2504.09956
%T Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities
%U arXiv:2504.09956

%0 Journal Article
%B Bulletin of the Polish Academy of Sciences Technical Sciences
%D 2025
%G eng
%N 5
%R 10.24425/bpasts.2025.154279
%T Potential of quantum machine learning for processing multispectral Earth observation data
%U https://journals.pan.pl/dlibra/publication/154279/edition/135180/content
%V 73
%8 08/2025

%0 Journal Article
%B PLOS Computational Biology
%D 2025
%G eng
%R 10.1371/journal.pcbi.1012983
%T Deep learning approach for automatic assessment of schizophrenia and bipolar disorder in patients using R-R intervals
%V 21
%8 09/2025
%& 1

%0 Journal Article
%B Bulletin of the Polish Academy of Sciences Technical Sciences
%D 2025
%G eng
%R DOI: 10.24425/bpasts.2025.155891
%T Data structure better than labels? Unsupervised heuristics for SVM hyperparameter estimation

%0 Journal Article
%B Bulletin of the Polish Academy of Sciences Technical Sciences
%D 2025
%G eng
%R 10.24425/bpasts.2025.155891
%T Data structure better than labels? Unsupervised heuristics for SVM hyperparameter estimation

%0 Journal Article
%B Journal of Water Resources Planning and Management - ASCE
%D 2026
%G eng
%N 4
%R 10.1061/JWRMD5.WRENG-6839 
%T Efficient Numerical Calibration of Water Delivery Network Using Short-Burst Hydrant Trials
%U https://doi.org/10.1061/JWRMD5.WRENG-6839
%V 152
%8 02/2026

%0 Generic
%B 6th Polish Conference on Artificial Intelligence (PP-RAI 2025)
%D 2025
%G eng
%T Towards AI-assisted Science with PLAI4SCIENCE - new Polish Research Infrastructure
%8 04/2025

%0 Journal Article
%B Geoscience and Remote Sensing Letters
%D 2026
%G eng
%T  Map-Guided Cross-Training for Building Detection

%0 Journal Article
%B IEEE Internet of Things Journal
%D 2026
%T Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing

%0 Journal Article
%B arXiv preprint arXiv 
%D 2026
%R 10.48550/ARXIV.2606.22496 
%T Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing
%U https://arxiv.org/abs/2606.22496 

%0 Generic
%D 2026
%R 10.5281/ZENODO.20783874 
%T AIRWISE: Environmental Sensor and LLM Query Dataset for Edge AI-Based Air-Quality and Thermal-Comfort Analytics
%U https://zenodo.org/doi/10.5281/zenodo.20783874 

%0 Generic
%D 2026
%R 10.1109/JSTARS.2026.3742586
%T Toward Seasonal Guidelines for Robust Deep-Learning Sentinel-2 Building Detection in Different Area Types