RESEARCHER PROFILE
Grzegorz Kłosowski
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Lublin University of Technology
Grzegorz Kłosowski works in Electrical and Bioimpedance Tomography, Geophysical and Geoelectrical Methods, Numerical methods in inverse problems, Microwave Imaging and Scattering Analysis, Non-Destructive Testing Techniques. Recorded institutional associations include Lublin University of Technology.
122Publications
1,508Citations
22H-index
Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.
Selected research works
Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.
Logistic Regression for Machine Learning in Process Tomography
2019 · 156 citationsA Non-Destructive System Based on Electrical Tomography and Machine Learning to Analyze the Moisture of Buildings
2018 · 124 citationsComparison of Selected Machine Learning Algorithms for Industrial Electrical Tomography
2019 · 88 citationsThe Use of Time-Frequency Moments as Inputs of LSTM Network for ECG Signal Classification
2020 · 78 citationsApplication of neural reconstruction of tomographic images in the problem of reliability of flood protection facilities
2018 · 72 citationsDevelopment of computer-controlled material handling model by means of fuzzy logic and genetic algorithms
2019 · 58 citationsMaintenance of industrial reactors supported by deep learning driven ultrasound tomography
2019 · 56 citationsIncreasing the Reliability of Flood Embankments with Neural Imaging Method
2018 · 53 citationsApplication of Fuzzy Logic in Assigning Workers to Production Tasks
2016 · 48 citationsInteger Linear Programming in Optimization of Waste After Cutting in the Furniture Manufacturing
2017 · 44 citationsRisk-based estimation of manufacturing order costs with artificial intelligence
2016 · 41 citationsComputational Intelligence in Control of AGV Multimodal Systems
2018 · 39 citationsInnovative methods of neural reconstruction for tomographic images in maintenance of tank industrial reactors
2019 · 39 citationsApplication of Fuzzy Logic and Genetic Algorithms in Automated Works Transport Organization
2017 · 37 citationsUSING NEURAL NETWORKS AND DEEP LEARNING ALGORITHMS IN ELECTRICAL IMPEDANCE TOMOGRAPHY
2017 · 37 citationsUsing an LSTM network to monitor industrial reactors using electrical capacitance and impedance tomography – a hybrid approach
2023 · 36 citationsQuality Assessment of the Neural Algorithms on the Example of EIT-UST Hybrid Tomography
2020 · 34 citationsHistorical Buildings Dampness Analysis Using Electrical Tomography and Machine Learning Algorithms
2021 · 33 citationsComparison of Machine Learning Methods in Electrical Tomography for Detecting Moisture in Building Walls
2021 · 32 citationsApplication of Fuzzy Logic Controller for Machine Load Balancing in Discrete Manufacturing System
2015 · 27 citationsElectrical impedance tomography in 3D flood embankments testing – elastic net approach
2019 · 24 citationsThe use of the multi-sequential LSTM in electrical tomography for masonry wall moisture detection
2024 · 23 citationsThe Use of Neural Networks and Genetic Algorithms to Control Low Rigidity Shafts Machining
2020 · 22 citationsComparison of Machine Learning Methods for Image Reconstruction Using the LSTM Classifier in Industrial Electrical Tomography
2021 · 20 citationsThe Concept of Using LSTM to Detect Moisture in Brick Walls by Means of Electrical Impedance Tomography
2021 · 18 citations