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DPS 2022: Chmielno, Poland
- Zdzislaw Kowalczuk:
Intelligent and Safe Computer Systems in Control and Diagnostics, DPS 2022, 5-7 September, 2022, Chmielno, Poland. Lecture Notes in Networks and Systems 545, Springer 2023, ISBN 978-3-031-16158-2
AI in Medicine
- Maria Ferlin
, Zuzanna Klawikowska
Trustworthy Applications of ML Algorithms in Medicine - Discussion and Preliminary Results for a Problem of Small Vessels Disease Diagnosis. 3-16 - Barbara Klaudel
Machine-Aided Detection of SARS-CoV-2 from Complete Blood Count. 17-28 - Zdzislaw Kowalczuk
Automatic Breath Analysis System Using Convolutional Neural Networks. 29-41 - Benas Kemesis, Renaldas Urniezius, Tomas Kondratas, Lina Jankauskaite
Bridging Functional Model of Arterial Oxygen with Information of Venous Blood Gas: Validating Bioprocess Soft Sensor on Human Respiration. 42-51 - Barbara Klaudel
COVID-19 Severity Forecast Based on Machine Learning and Complete Blood Count Data. 52-62 - Natalia Wcislo, Michal Szczepanik
Computer Diagnosis of Color Vision Deficiencies Using a Mobile Device. 63-70
Cybersecurity
- Michal Syfert
Simulation Model and Scenarios for Testing Detectability of Cyberattacks in Industrial Control Systems. 73-84 - Kazimierz T. Kosmowski:
Functional Safety Management in Hazardous Process Installations Regarding the Role of Human Operators Interacting with the Control and Alarm Systems. 85-99 - Anna Sztyber
Controller Modelling as a Tool for Cyber-Attacks Detection. 100-111 - Maria Baczynska-Wilkowska
Comparison of Traditional and Elliptic Curves Digital Signatures Providing the Same Security Level. 112-123 - Janusz Zalewski
Fundamental Concepts of Modeling Computer Security in Cyberphysical Systems. 124-138
Artificial Neural Networks
- Zdzislaw Kowalczuk
Training of Deep Learning Models Using Synthetic Datasets. 141-152 - Zdzislaw Kowalczuk
Autonomous Perception and Grasp Generation Based on Multiple 3D Sensors and Deep Learning. 153-166 - Michal Affek
Open-Set Speaker Identification Using Closed-Set Pretrained Embeddings. 167-177 - Krzysztof Wlódarczak
Condition-Based Monitoring of DC Motors Performed with Autoencoders. 178-189 - M. F. Rocha-Mancera, S. Arce-Benítez, Lizeth Torres, J. E. G. Vázquez:
Estimation of Mass Flow Rates of Two-Phase Flow Using Convolutional Neural Networks. 190-201 - Bartosz Puchalski
Recurrent Neural Network Based Adaptive Variable-Order Fractional PID Controller for Small Modular Reactor Thermal Power Control. 202-214
Fault Detection
- Grzegorz Wójcik
LSTM Model-Based Fault Detection for Electric Vehicle's Battery Packs. 217-229 - Bogdan Lipiec
Remaining Useful Life Prediction of the Li-Ion Batteries. 230-241 - Pawel Ostapkowicz, Andrzej Bratek:
Detection of Multiple Leaks in Liquid Transmission Pipelines Using Static Flow Model. 242-253 - Jerzy Baranowski
Application of Bayesian Functional Gaussian Mixture Model Classifier for Cable Fault Isolation. 254-265 - Tomasz P. Stefanski
Verification and Benchmarking in MPA Coprocessor Design Process. 266-277 - Ousmane W. Compaore, Ghaleb Hoblos, Zacharie Koalaga:
Sensor Fault Analysis of an Isolated Photovoltaic Generator. 278-290
Systems Modeling
- Khoury Boutrous, Iury Bessa
A Set-Based Uncertainty Quantification of Evolving Fuzzy Models for Data-Driven Prognostics. 293-304 - Zdzislaw Kowalczuk
Qualia: About Personal Emotions Representing Temporal Form of Impressions - Implementation Hypothesis and Application Example. 305-316 - Janusz Kozlowski
Resistant to Correlated Noise and Outliers Discrete Identification of Continuous Non-linear Non-stationary Dynamic Objects. 317-327 - Krzysztof Laddach
Neural Modelling of Dynamic Systems with Time Delays Based on an Adjusted NEAT Algorithm. 328-339 - Anna Gnacy-Gajdzik
A Model-Based Approach for Testing Automotive Embedded Systems - A Preliminary Study. 340-351 - Mateusz Czyzniewski
An Analysis of Observability and Detectability for Different Sets of Measured Outputs - CSTR Case Study. 352-363
Adaptive, Robust and FTC Systems
- Péter Bauer
The 'Sense and Avoid' Aircraft System Based-on a Monocular Camera as the Last Chance to Prevent Accidents. 367-385 - Agnieszka Pieklo
Dynamic Positioning Capability Assessment for Ship Design Purposes. 386-397 - Soha Kanso, Mayank Shekhar Jha, Didier Theilliol:
Degradation Tolerant Optimal Control Design for Linear Discrete-Times Systems. 398-409 - Norbert Kukurowski
A Predictive Fault-Tolerant Tracking Control for Constrained Dynamic Systems. 410-422 - Witold Byrski
A New Version of the On-Line Adaptive Non-standard Identification Procedure for Continuous-Time MISO Physical Processes. 423-436 - Wojciech Moczulski
Autonomous Systems Incidentally Controlled by a Remote Operator. 437-448
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