All Stories

  1. Machine Learning Prediction Techniques in the Optimization of Diagnostic Laboratories’ Network Operations

    Article • Applied Sciences, March 2024, MDPI AG

    Dr hab. inż. Krzysztof Regulski

  2. Prediction of Temperature of Liquid Steel in Ladle Using Machine Learning Techniques

    Article • Coatings, August 2023, MDPI AG

    Dr hab. inż. Krzysztof Regulski

  3. The Use of the XGBoost and Kriging Methods in the Prediction of the Microstructure of CGI Cast Iron

    Article • Archives of Foundry Engineering, July 2023, Polish Academy of Sciences Chancellery

    Dr hab. inż. Krzysztof Regulski

  4. Artificial Neural Networks as a Tool for Supporting a Moulding Sand Control System Based on the Dependency between Selected Moulding Sand Properties

    Article • Journal of Casting & Materials Engineering, May 2023, AGHU University of Science and Technology Press

    Dr hab. inż. Krzysztof Regulski

  5. Comparing deterministic and statistical approaches for predicting �short can� defects in aluminium beverage can production

    Article • Computer Methods in Material Science, January 2023, AGHU University of Science and Technology Press

    Dr hab. inż. Krzysztof Regulski

  6. Cyber-physical System Supporting the Production Technology of Steel Mill Products Based on Ladle Furnace Tracking and Sensor Networks

    Article • January 2023, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  7. Data-Driven Model Selection for Compacted Graphite Iron Microstructure Prediction

    Article • Coatings, November 2022, MDPI AG

    Dr hab. inż. Krzysztof Regulski

  8. Clinical and Polysomnographic Features Associated with Poor Sleep Quality in Patients with Obstructive Sleep Apnea

    Article • Medicina, July 2022, MDPI AG

    Dr hab. inż. Krzysztof Regulski

  9. Influence of Materials Parameters of the Coil Sheet on the Formation of Defects during the Manufacture of Deep-Drawn Cups

    Article • Processes, March 2022, MDPI AG

    Dr hab. inż. Krzysztof Regulski

  10. Bainite transformation time model optimization for Austempered Ductile Iron with the use of heuristic algorithms

    Article • Computer Methods in Material Science, January 2022, AGHU University of Science and Technology Press

    Dr hab. inż. Krzysztof Regulski

  11. Machine Learning Studies in Materials Science

    Article • July 2021, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  12. Eksploracja danych i uczenie maszynowe w aspektach pozyskiwania wiedzy o produkcji i przetwarzaniu metali na potrzeby Przemysłu 4.0

    Article • HUTNIK - WIADOMOŚCI HUTNICZE, April 2020, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    Dr hab. inż. Krzysztof Regulski

  13. Overweight is associated with better prognosis in metastatic colorectal cancer patients treated with bevacizumab plus FOLFOX chemotherapy

    Article • Współczesna Onkologia, January 2020, Termedia Sp. z.o.o.

    Dr hab. inż. Krzysztof Regulski

  14. Data Mining Methods for Prediction of Multi-Component Al-Si Alloy Properties Based on Cooling Curves

    Article • Journal of Materials Engineering and Performance, November 2019, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  15. Medical data exploration based on the heterogeneous data sources aggregation system

    Article • September 2019, Polish Information Processing Society PTI

    Dr hab. inż. Krzysztof Regulski

  16. Development of an Approximation Model of Selected Properties of Model Materials Used for Simulations of Bulk Metal Plastic Forming Processes Using Induction of Decision Trees

    Article • Archives of Metallurgy and Materials, June 2019, Polish Academy of Sciences Chancellery

    Dr hab. inż. Krzysztof Regulski

  17. Multistage discretization and clustering in multivariable classification of the impact of alloying elements on properties of hypoeutectic silumin

    Article • Archives of Civil and Mechanical Engineering, March 2019, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  18. Application of Selected Artificial Intelligence Methods in a System Predicting the Microstructure of Compacted Graphite Iron

    Article • Journal of Materials Engineering and Performance, February 2019, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  19. The Selection of Heat Treatment Parameters to Obtain Austempered Ductile Iron with the Required Impact Strength

    Article • Journal of Materials Engineering and Performance, October 2018, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  20. Systematic coronary risk evaluation among obstructive sleep apnea patients

    Article • September 2018, European Respiratory Society (ERS)

    Dr hab. inż. Krzysztof Regulski

  21. Data mining tools in identifying the components of the microstructure of compacted graphite iron based on the content of alloying elements

    Article • The International Journal of Advanced Manufacturing Technology, December 2017, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  22. The system for integration of heterogeneous data sources in the domain of Obstructive Sleep Apnea

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr hab. inż. Krzysztof Regulski

  23. Approximation of Ausferrite Content in the Compacted Graphite Iron with the Use of Combined Techniques of Data Mining

    Article • Archives of Foundry Engineering, September 2017, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  24. Computer Catalog and Semantic Search of Data in the Domain of Cast Iron Processing

    Article • Archives of Foundry Engineering, January 2017, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  25. Formalization of Technological Knowledge in the Field of Metallurgy using Document Classification Tools Supported with Semantic Techniques

    Article • Archives of Metallurgy and Materials, January 2017, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  26. Application of Industry 4.0 mechanisms in medicine on the example of an integrated support system for treatment of Obstructive Sleep Apnea (OSA)

    Article • Computer Methods in Material Science, January 2017, AGHU University of Science and Technology Press

    Dr hab. inż. Krzysztof Regulski

  27. Development of Semantic Description for Multiscale Models of Thermo-Mechanical Treatment of Metal Alloys

    Article • JOM, June 2016, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  28. Comparative analysis of the properties of the nodular cast iron with carbides and the austempered ductile iron with use of the machine learning and the support vector machine

    Article • The International Journal of Advanced Manufacturing Technology, March 2016, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  29. Computer-Assisted Methods of the Design of New Materials in the Domain of Copper Alloy Manufacturing

    Article • Key Engineering Materials, February 2016, Trans Tech Publications

    Dr hab. inż. Krzysztof Regulski

  30. Heuristic modeling of casting processes under the conditions uncertainty

    Article • Archives of Civil and Mechanical Engineering, February 2016, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  31. Methods of Computational Intelligence in the Context of Quality Assurance in Foundry Products

    Article • Archives of Foundry Engineering, January 2016, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  32. Application of ALSV(FD) logic and XTT knowledge representation in the range of ADI properties

    Article • Archives of Foundry Engineering, January 2016, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  33. The Prediction of Moulding Sand Moisture Content Based on the Knowledge Acquired by Data Mining Techniques

    Article • Archives of Metallurgy and Materials, January 2016, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  34. Austempered Ductile Iron Manufacturing Data Acquisition Process with the Use of Semantic Techniques

    Article • Archives of Metallurgy and Materials, January 2016, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  35. Computer Advisory System in the Domain of Copper Alloys Manufacturing

    Article • Archives of Foundry Engineering, September 2015, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  36. Intelligent Advisory System for Support of Production Process Design in the Domain of Metal Forming

    Article • Key Engineering Materials, July 2015, Trans Tech Publications

    Dr hab. inż. Krzysztof Regulski, Jan Kusiak

  37. Wspomaganie decyzji w zakresie optymalizacji walcowania blach na gorąco z wykorzystaniem metod eksploracji danych

    Article • HUTNIK - WIADOMOŚCI HUTNICZE, April 2015, Wydawnictwo SIGMA-NOT, sp. z.o.o.

    Dr hab. inż. Krzysztof Regulski

  38. The Use of Formal Knowledge Representation in Operating on Resources Concerning Cast Iron Processing

    Article • Archives of Foundry Engineering, January 2015, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  39. Methodology for the Construction of a Rule-Based Knowledge Base Enabling the Selection of Appropriate Bronze Heat Treatment Parameters Using Rough Sets

    Article • Archives of Metallurgy and Materials, January 2015, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  40. Codification as Part of Knowledge Management in Research Projects in the Field of Metallurgy

    Article • Applied Mechanics and Materials, December 2014, Trans Tech Publications

    Dr hab. inż. Krzysztof Regulski

  41. Process of Ontology Construction of Rolling Metal Sheets Industrial Process

    Article • Key Engineering Materials, September 2014, Trans Tech Publications

    Dr hab. inż. Krzysztof Regulski

  42. Application of Regression Trees in Optimization of Metal Forming Process

    Article • Key Engineering Materials, September 2014, Trans Tech Publications

    Dr hab. inż. Krzysztof Regulski

  43. Data Exploration Approach Versus Sensitivity Analysis for Optimization of Metal Forming Processes

    Article • Key Engineering Materials, May 2014, Trans Tech Publications

    Dr hab. inż. Krzysztof Regulski

  44. The Decision Support System in the Domain of Casting Defects Diagnosis

    Article • Archives of Foundry Engineering, January 2014, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  45. The Implementation of Computer Platform for Foundries Cooperating in a Supply Chain

    Article • Archives of Foundry Engineering, January 2014, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  46. A Method to Make Classification of the Heat Treatment Processes Performed on Bronze Using Incomplete Knowledge

    Article • Archives of Foundry Engineering, January 2014, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  47. Computer-Assisted Integration of Knowledge in the Context of Identification of the Causes of Defects in Castings

    Article • Archives of Metallurgy and Materials, January 2014, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  48. Formalisms and Tools for Knowledge Integration Using Relational Databases

    Article • January 2013, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  49. ADI after Austenitising from Intercritical Temperature

    Article • Archives of Foundry Engineering, January 2013, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  50. The Framework of Agent-based Negotiation Platform for Foundries Cooperating in Supply Chain

    Article • Archives of Foundry Engineering, January 2013, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  51. System of Semantic Integration of Non-Structuralized Documents in Natural Language in the Domain of Metallurgy

    Article • Archives of Metallurgy and Materials, January 2013, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  52. Overview of Activities on the Internet Devoted to Casting Technology

    Article • Archives of Foundry Engineering, January 2012, De Gruyter

    Dr hab. inż. Krzysztof Regulski

  53. Multi-aspect Character of the Man-Computer Relationship in a Diagnostic-Advisory System

    Article • January 2012, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  54. A Procedure for in situ Identification of the Intermetallic AlTMSi Phase Precipitates in the Microstructure of the Aluminum Alloys

    Article • Practical Metallography, December 2011, Carl Hanser Verlag

    Dr hab. inż. Krzysztof Regulski

  55. Rough Sets Applied to the RoughCast System for Steel Castings

    Article • January 2011, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski

  56. Practical Aspects of Knowledge Integration Using Attribute Tables Generated from Relational Databases

    Article • January 2011, Springer Science + Business Media

    Dr hab. inż. Krzysztof Regulski