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Author

Paweł Knap

Observed names: Knap Paweł, Knap, Pawel, P Knap, Pawel Knap
ORCID: 0000-0002-1866-8514
Observed ORCID: 0000-0002-1866-8514
OpenAlex ID: A5038804231
Boosted Convolutional Neural Network Algorithm for the Classification of the Bearing Fault form 1-D Raw Sensor Data
2023 · Paweł Knap, Krzysztof Lalik, et al. · Sensors · 24
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Improved Intelligent Condition Monitoring with Diagnostic Indicator Selection
2024 · Urszula Jachymczyk, Paweł Knap, et al. · Sensors · 21
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Human Modelling and Pose Estimation Overview
2024 · Knap, Pawel · arXiv (Cornell University) · 16
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Positioning algorithm for AGV autonomous driving platform based on artificial neural networks
2021 · Patryk Bałazy, Paweł Gut, et al. · Robotic Systems and Applications · 12
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Smart IoT platform for Big Data analysis in predictive maintenance
2023 · Jan Przepióra, Patryk Bałazy, et al. · International Carpathian Control Conference · 8
Neural algorithm for optimization of multidimensional object controller parameters
2024 · Patryk Bałazy, Krzysztof Lalik, et al. · Neural Computing and Applications · 7
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Energy Optimisation of Industrial Limestone Grinding Using ANN
2025 · Dagmara Kołodziej, Patryk Bałazy, et al. · Applied Sciences · 6
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Optimizing Remaining Useful Life Prediction: A Feature Engineering Approach
2024 · Pawel Knap, Urszula Jachymczyk, et al. · International Carpathian Control Conference · 5
Bayesian-Tuned Convolutional Neural Networks for Precise Bearing Fault Classification
2024 · Pawel Knap, Urszula Jachymczyk · International Carpathian Control Conference · 5
Leakage-Safe, Reproducible Benchmarking for Vibration-Based Fault Diagnosis
2026 · Pawel Knap, Urszula Jachymczyk, et al. · PHM Society European Conference · 3
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Improving Real-Time Omnidirectional 3D Multi-Person Human Pose Estimation with People Matching and Unsupervised 2D-3D Lifting
2024 · Pawel Knap, Peter Hardy, et al. · International Conference on Electronics, Information, and Communication (ICEIC) · 3
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Improved Deep Learning Approach in Wind Turbine Damage Detection
2022 · Pawel Knap, Patryk Balazy · International Multidisciplinary Scientific GeoConference SGEM ... · 3
Noise-Driven Challenges in Feature Selection Strategies for PdM Systems
2025 · Urszula Jachymczyk, Paweł Knap · International Carpathian Control Conference · 2
Anomaly Detection and Diagnostic Evaluation of DC Motors in the Context of PdM Systems
2025 · Szymon Podlasek, Paweł Knap, et al. · International Carpathian Control Conference · 2
Robust Reinforcement Learning For Overhead Crane Control With Variable Load Conditions
2024 · Patryk Balazy, Kamil Pieprzycki, et al. · International Carpathian Control Conference · 2
Neural classifying system for predictive maintenance of rotating devices.
2022 · P Balazy, P Gut, et al. · IOP Conference Series Materials Science and Engineering · 2
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Convolutional mask-wearing recognition algorithm for an interactive smart biometric platform
2021 · Patryk Bałazy, Paweł Gut, et al. · Robotic Systems and Applications · 2
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Analysis of fault-induced electromechanical disturbance effect in a closed-loop system
2026 · Urszula Jachymczyk, Paweł Knap, et al. · PHM Society European Conference · 1
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Deployment-Aware Comparison of Classical Machine Learning and 1D CNN for Bearing Fault Diagnosis on Embedded Hardware
2026 · Jakub Pryma, Paweł Knap, et al. · International Carpathian Control Conference · 1
Hybrid Late-Fusion Approach for Intelligent Fault Identification Under Cross-Load Operating Conditions
2026 · Knap Paweł, Jachymczyk Urszula · IEEE Access · 1
Noise Injection Framework for Development of Noise-Robust Predictive Maintenance Solutions
2025 · Urszula Jachymczyk, Paweł Knap, et al. · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) · 1
ID CNN-Based Domain Adaptation for Robust Bearing Fault Diagnosis
2025 · Paweł Knap, Urszula Jachymczyk · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) · 1
Design of a Learning Station for Object Regulation of Various Control Systems for Energy Sector
2024 · Szymon Podlasek, Paweł Knap, et al. · International Carpathian Control Conference · 1
Approach to Bearing Fault Diagnosis: CNN-Based Classification Across Different Preprocessing Techniquese
2024 · Urszula Jachymczyk, Paweł Knap, et al. · International Carpathian Control Conference · 1
Energy Storage in the Smart Grid: A Multi-agent Deep Reinforcement Learning Approach
2024 · Pawel Knap, Enrico Gerding · Green energy and technology · 1
Works count: 35
Citation count: 132
H-index: 6
I10-index: 4
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