All Stories

  1. Crystallization Process Optimization Using Hybrid Tomographic Imaging and Deep Reinforcement Learning for Sustainable Energy Systems

    Article • Energies, November 2025, MDPI AG

    PhD Grzegorz Kłosowski

  2. Process Control via Electrical Impedance Tomography for Energy-Aware Industrial Systems

    Article • Energies, November 2025, MDPI AG

    PhD Grzegorz Kłosowski

  3. Poster: Smart ECG Classification with Wearable Sensing and Cloud AI: A Mobile Health Approach Using Multi-Feature Time Series

    Article • November 2025, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  4. Application of Multi-Branch Differential Neural Network Architecture in Industrial Electrical Tomography

    Article • August 2025, Springer Science + Business Media

    PhD Grzegorz Kłosowski

  5. Improving the reliability of industrial reactors by using differential neural network architecture in ultrasonic tomography

    Article • Eksploatacja i Niezawodnosc - Maintenance and Reliability, August 2025, Polskie Naukowo-Techniczne Towarzystwo Eksploatacyjne

    PhD Grzegorz Kłosowski

  6. Poster: Application of LSTM Network with Multi-frequency Measurement Sequences in Electrical Tomography for Moisture Detection in Buildings

    Article • May 2025, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  7. Poster: Application of differential architecture in neural networks to improve reconstruction quality in ultrasound tomography

    Article • May 2025, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  8. Application of machine learning in electrical process tomography with variable frequency measurement sequences

    Article • Measurement, April 2025, Elsevier

    PhD Grzegorz Kłosowski

  9. Poster: The Concept of an Ultrasensitive Industrial Ultrasound Scanner Using Hilbert and Wavelet Transforms in a Machine Learning Model

    Article • November 2024, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  10. Poster: The Use of Machine Learning in Electrical Impedance Tomography—A Variable Frequency Approach

    Article • November 2024, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  11. Poster: Development of a Beamforming Defectoscope for Advanced Non-Destructive Evaluation Techniques

    Article • November 2024, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  12. The use of the multi-sequential LSTM in electrical tomography for masonry wall moisture detection

    Article • Measurement, July 2024, Elsevier

    PhD Grzegorz Kłosowski

  13. The Use of Artificial Intelligence for Quality Assessment of Refill Friction Stir Spot Welded Thin Joints

    Article • Advances in Science and Technology – Research Journal, June 2024, Wydawnictwo Naukowe Gabriel Borowski (WNGB)

    PhD Grzegorz Kłosowski

  14. Optimizing the Neural Network Loss Function in Electrical Tomography to Increase Energy Efficiency in Industrial Reactors

    Article • Energies, January 2024, MDPI AG

    PhD Grzegorz Kłosowski

  15. Ultrasound Brain Tomography: Comparison of Deep Learning and Deterministic Methods

    Article • IEEE Transactions on Instrumentation and Measurement, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  16. Poster Abstract: Improving Image Reconstruction Quality in Ultrasonic Tomography Using Deep Neural Networks

    Article • November 2023, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  17. Poster Abstract: The Concept of a Lightweight Ultrasound Tomograph for Brain Scanning Using a Heterogeneous Neural Model

    Article • November 2023, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  18. Brain Sensing with Ultrasound Tomography and Deep Learning Algorithms

    Article • October 2023, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  19. Use of the double-stage LSTM network in electrical tomography for 3D wall moisture imaging

    Article • Measurement, May 2023, Elsevier

    PhD Grzegorz Kłosowski

  20. Using Machine Learning in Electrical Tomography for Building Energy Efficiency through Moisture Detection

    Article • Energies, February 2023, MDPI AG

    PhD Grzegorz Kłosowski

  21. Machine Learning-Enhanced Radio Tomographic Device for Energy Optimization in Smart Buildings

    Article • Energies, December 2022, MDPI AG

    PhD Grzegorz Kłosowski

  22. Intellectual Capital: A New Predictive Indicator for Project Management Improvement

    Article • Sustainability, November 2022, MDPI AG

    PhD Grzegorz Kłosowski

  23. Use of the Two-Stage Neural System in Electrical Impedance Tomography for Imaging Moisture inside Walls

    Article • November 2022, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  24. Use of a Long Short-Term Memory Network in Radio Tomography to Track People Indoors

    Article • November 2022, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  25. The use of heterogeneous deep neural network system in radio tomography to detect people indoors

    Article • October 2022, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  26. Use of the two-stage neural system in industrial electrical tomography - hybrid approach

    Article • September 2022, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  27. Identification of moisture inside walls in buildings using machine learning and ensemble methods

    Article • International Journal of Applied Electromagnetics and Mechanics, July 2022, IOS Press

    PhD Grzegorz Kłosowski

  28. Ensemble learning for monitoring process in electrical impedance tomography

    Article • International Journal of Applied Electromagnetics and Mechanics, June 2022, IOS Press

    PhD Grzegorz Kłosowski

  29. Monitoring of flood embankments through EIT machine ensemble learning

    Article • International Journal of Applied Electromagnetics and Mechanics, June 2022, IOS Press

    PhD Grzegorz Kłosowski

  30. APPLICATION OF CONVOLUTIONAL NEURAL NETWORKS IN WALL MOISTURE IDENTIFICATION BY EIT METHOD

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, March 2022, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  31. Cyber-Physical System for Collecting Data on Moisture Inside the Walls of Buildings

    Article • November 2021, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  32. Image Reconstruction and Compression in Ultrasound Tomography Using Discrete Cosine Transform

    Article • November 2021, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski, dr Tomasz Cieplak

  33. The Concept of Using LSTM to Detect Moisture in Brick Walls by Means of Electrical Impedance Tomography

    Article • Energies, November 2021, MDPI AG

    PhD Grzegorz Kłosowski

  34. Comparison of Machine Learning Methods for Image Reconstruction Using the LSTM Classifier in Industrial Electrical Tomography

    Article • Energies, November 2021, MDPI AG

    PhD Grzegorz Kłosowski

  35. Comparison of Machine Learning Methods in Electrical Tomography for Detecting Moisture in Building Walls

    Article • Energies, May 2021, MDPI AG

    PhD Grzegorz Kłosowski

  36. Historical Buildings Dampness Analysis Using Electrical Tomography and Machine Learning Algorithms

    Article • Energies, February 2021, MDPI AG

    PhD Grzegorz Kłosowski

  37. Effect of features extraction on improving LSTM network quality in ECG signal classification

    Article • PRZEGLĄD ELEKTROTECHNICZNY, December 2020, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  38. Neural hybrid tomograph for monitoring industrial reactors

    Article • PRZEGLĄD ELEKTROTECHNICZNY, December 2020, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  39. Dedicated algorithm based on discrete cosine transform for the analysis of industrial processes using ultrasound tomography

    Article • September 2020, ACM (Association for Computing Machinery)

    PhD Grzegorz Kłosowski

  40. The Use of Time-Frequency Moments as Inputs of LSTM Network for ECG Signal Classification

    Article • Electronics, September 2020, MDPI AG

    PhD Grzegorz Kłosowski

  41. The Use of Neural Networks and Genetic Algorithms to Control Low Rigidity Shafts Machining

    Article • Sensors, August 2020, MDPI AG

    PhD Grzegorz Kłosowski

  42. The use of the autoencoder to improve images in ultrasound tomography

    Article • PRZEGLĄD ELEKTROTECHNICZNY, July 2020, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  43. Quality Assessment of the Neural Algorithms on the Example of EIT-UST Hybrid Tomography

    Article • Sensors, June 2020, MDPI AG

    PhD Grzegorz Kłosowski

  44. Tomographic Measuring Sensors System for Analysis and Visualization of Technological Processes

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  45. Logistic regression in image reconstruction in electrical impedance tomography

    Article • PRZEGLĄD ELEKTROTECHNICZNY, May 2020, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  46. The use of LSTM networks in the detection of outliers in IoTbased air quality monitoring systems

    Article • PRZEGLĄD ELEKTROTECHNICZNY, May 2020, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  47. Application of multi-source data for process analysis in electrical tomography

    Article • PRZEGLĄD ELEKTROTECHNICZNY, December 2019, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  48. Logistic Regression for Machine Learning in Process Tomography

    Article • Sensors, August 2019, MDPI AG

    PhD Grzegorz Kłosowski

  49. Innovative Methods of Tomographic Image Reconstruction Based on Machine Learning to Improve Monitoring and optimization in Industrial Processes

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  50. Electrical impedance tomography in 3D flood embankments testing – elastic net approach

    Article • Transactions of the Institute of Measurement and Control, June 2019, SAGE Publications

    PhD Grzegorz Kłosowski

  51. Application of a regressive neural network with autoencoder for monochromatic images in ultrasound tomography

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  52. Logistic Regression Application to Image Reconstruction in UST

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  53. Monitoring the natural environment with the use of IoT based system

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  54. Process Analysis with Electrical Impedance and Capacitance Tomography Data

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  55. EIT detection methods of damage in landfills and flood embankments

    Article • PRZEGLĄD ELEKTROTECHNICZNY, May 2019, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  56. Application of logistic regression to image reconstruction in EIT

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  57. Comparison of Selected Machine Learning Algorithms for Industrial Electrical Tomography

    Article • Sensors, March 2019, MDPI AG

    PhD Grzegorz Kłosowski

  58. Innovative methods of neural reconstruction for tomographic images in maintenance of tank industrial reactors

    Article • Eksploatacja i Niezawodnosc - Maintenance and Reliability, March 2019, Polskie Naukowo-Techniczne Towarzystwo Eksploatacyjne

    PhD Grzegorz Kłosowski

  59. Industrial processes control with the use of a neural tomographic algorithm

    Article • PRZEGLĄD ELEKTROTECHNICZNY, February 2019, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  60. Area monitoring using the ERT method with multisensor electrodes

    Article • PRZEGLĄD ELEKTROTECHNICZNY, January 2019, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  61. Detection of seepages in flood embankments using the ElasticNET method

    Article • PRZEGLĄD ELEKTROTECHNICZNY, January 2019, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  62. Tomographic image correction with noise reduction algorithms

    Article • MATEC Web of Conferences, January 2019, EDP Sciences

    PhD Grzegorz Kłosowski

  63. Key role and potential of Industrial Internet of Things (IIoT) in modern production monitoring applications

    Article • MATEC Web of Conferences, January 2019, EDP Sciences

    PhD Grzegorz Kłosowski

  64. Development of computer-controlled material handling model by means of fuzzy logic and genetic algorithms

    Article • Neurocomputing, January 2019, Elsevier

    PhD Grzegorz Kłosowski

  65. The Use of Artificial Neural Networks in Tomographic Reconstruction of Soil Embankments

    Article • January 2019, Springer Science + Business Media

    PhD Grzegorz Kłosowski

  66. Implementation of the LARS method to solve the inverse problem in electrical tomography

    Article • PRZEGLĄD ELEKTROTECHNICZNY, December 2018, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  67. Monitoring of flood embankments with the use of tomographic systems with distributed architecture

    Article • PRZEGLĄD ELEKTROTECHNICZNY, December 2018, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  68. The concept of the technological process control using a distributed industrial tomography system

    Article • PRZEGLĄD ELEKTROTECHNICZNY, December 2018, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    PhD Grzegorz Kłosowski

  69. Analysis of Leaks in Flood Embankments Using Deterministic Methods and Computational Intelligence Algorithms

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  70. Object Analysis Using Machine Learning to Solve Inverse Problem in Electrical Impedance Tomography

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  71. DESIGN OF DATA ANALYSIS SYSTEMS FOR BUSINESS PROCESS AUTOMATION

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, September 2018, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  72. Elastic net method in the image reconstruction infiltration of water in the embankment

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  73. Application of a distributed industrial tomography system for the analysis of technological processes

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  74. Application of a neural EIT system to control the processes

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  75. Distributed system architecture for the remote monitoring of a flood embankment

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  76. Influence of the measurement method and reconstruction algorithm in the analysis of the airbrick moisture

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  77. Increasing the Reliability of Flood Embankments with Neural Imaging Method

    Article • Applied Sciences, August 2018, MDPI AG

    PhD Grzegorz Kłosowski

  78. Intelligent System for Analysis and Monitoring of Flood Embankments Based on Electrical Impedance Tomography, Machine Learning and Internet of Things

    Article • August 2018, MDPI AG

    PhD Grzegorz Kłosowski

  79. A Non-Destructive System Based on Electrical Tomography and Machine Learning to Analyze the Moisture of Buildings

    Article • Sensors, July 2018, MDPI AG

    PhD Grzegorz Kłosowski

  80. Non-Destructive System Based on Electrical Tomography and Machine Learning to Analyze Moisture of Buildings

    Article • July 2018, MDPI AG

    PhD Grzegorz Kłosowski

  81. Non-Destructive System Based on Electrical Tomography and Machine Learning to Analyze Moisture of Buildings

    Article • June 2018, MDPI AG

    PhD Grzegorz Kłosowski

  82. Application of neural reconstruction of tomographic images in the problem of reliability of flood protection facilities

    Article • Eksploatacja i Niezawodnosc - Maintenance and Reliability, June 2018, Polskie Naukowo-Techniczne Towarzystwo Eksploatacyjne

    PhD Grzegorz Kłosowski

  83. Non-Destructive System Based on Electrical Tomography and Machine Learning to Analyze Moisture of Buildings

    Article • May 2018, MDPI AG

    PhD Grzegorz Kłosowski

  84. The use of a neural controller in masonry tomography

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  85. The use of a neural controller to disinfect water with ultraviolet light

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Grzegorz Kłosowski

  86. THE USE OF ARTIFICIAL INTELLIGENCE IN AUTOMATED IN-HOUSE LOGISTICS CENTRES

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, February 2018, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  87. USING MICROSERVICES ARCHITECTURE AS ANALYTICAL SYSTEM FOR ELECTRICAL IMPEDANCE TOMOGRAPHY IMAGING

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, February 2018, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  88. Applying Machine Learning Algorithms to Solve Inverse Problems in Electrical Tomography

    Article • MATEC Web of Conferences, January 2018, EDP Sciences

    PhD Grzegorz Kłosowski

  89. Computational Intelligence in Control of AGV Multimodal Systems

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    PhD Grzegorz Kłosowski

  90. Forecasting the bitcoin rate using an artificial neural network

    Article • Zeszyty Naukowe Uniwersytetu Szczecińskiego Finanse Rynki Finansowe Ubezpieczenia, January 2018, University of Szczecin

    PhD Grzegorz Kłosowski

  91. SUPPLY CHAIN RISK MANAGEMENT BY MONTE CARLO METHOD

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, December 2017, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  92. THE USE OF PETRI NETS IN DECISION SUPPORT SYSTEMS BASED ON INTELLIGENT MULTIPLY SOURCE DATA ANALYSIS

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, December 2017, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  93. OPTYMALIZACJA WIELOKRYTERIALNA W PROCESIE PRODUKCJI MEBLI

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, December 2017, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  94. USING NEURAL NETWORKS AND DEEP LEARNING ALGORITHMS IN ELECTRICAL IMPEDANCE TOMOGRAPHY

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, September 2017, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  95. Integer Linear Programming in Optimization of Waste After Cutting in the Furniture Manufacturing

    Article • August 2017, Springer Science + Business Media

    PhD Grzegorz Kłosowski

  96. ZARZĄDZANIE AKTYWAMI NIEMATERIALNYMI W SYSTEMACH PRODUKCYJNYCH

    Article • Przegląd Organizacji, July 2017, Towarzystwo Naukowe Organizacji i Kierownictwa

    PhD Grzegorz Kłosowski

  97. Application of Fuzzy Logic and Genetic Algorithms in Automated Works Transport Organization

    Article • June 2017, Springer Science + Business Media

    PhD Grzegorz Kłosowski

  98. IDEA OF PARAMETRIC AND SEMANTIC OPEN PLATFORM SMART DEVICES SENSOR

    Article • Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, March 2017, Politechnika Lubelska

    PhD Grzegorz Kłosowski

  99. Risk-based estimation of manufacturing order costs with artificial intelligence

    Article • October 2016, Polish Information Processing Society PTI

    PhD Grzegorz Kłosowski

  100. Application of Fuzzy Logic in Assigning Workers to Production Tasks

    Article • January 2016, Springer Science + Business Media

    PhD Grzegorz Kłosowski

  101. METODY IDENTYFIKACJI I OCENA WPŁYWU MEGATRENDÓW NA BIZNES LOKALNY I GLOBALNY

    Article • Przegląd Organizacji, December 2015, Towarzystwo Naukowe Organizacji i Kierownictwa

    PhD Grzegorz Kłosowski

  102. Mathematical Models for Manufacturing Systems Capacity Planning and Expansion – An Overview

    Article • Applied Mechanics and Materials, September 2015, Trans Tech Publications

    Dr. Arkadiusz A. Gola, PhD Grzegorz Kłosowski

  103. Human Resource Selection for Manufacturing System Using Petri Nets

    Article • Applied Mechanics and Materials, September 2015, Trans Tech Publications

    Dr. Arkadiusz A. Gola, PhD Grzegorz Kłosowski

  104. Application of Fuzzy Logic Controller for Machine Load Balancing in Discrete Manufacturing System

    Article • January 2015, Springer Science + Business Media

    PhD Grzegorz Kłosowski

  105. Cloud Manufacturing Concept as a Tool of Multimodal Manufacturing Systems Integration

    Article • Foundations of Management, June 2012, De Gruyter

    PhD Grzegorz Kłosowski