Research

@article{app12136766,

title = {Application of Machine Learning Tools for Long-Term Diagnostic Feature Data Segmentation},

author = {Forough Moosavi and Hamid Shiri and Jacek Wodecki and Agnieszka Wyłomańska and Radoslaw Zimroz},

url = {https://www.mdpi.com/2076-3417/12/13/6766},

doi = {10.3390/app12136766},

issn = {2076-3417},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Applied Sciences},

volume = {12},

number = {13},

keywords = {condition monitoring, Heavy-tailed Distributions, Machine Learning, Modeling, MOIRA, Predicon, statistical analysis, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{Michalak2021,

title = {Model of the Vibration Signal of the Vibrating Sieving Screen Suspension for Condition Monitoring Purposes},

author = {Anna Michalak and Jacek Wodecki and Michal Drozda and Agnieszka Wylomanska and Radoslaw Zimroz},

url = {https://www.mdpi.com/1424-8220/21/1/213},

doi = {https://doi.org/10.3390/s21010213},

year  = {2021},

date = {2021-01-01},

journal = {Sensors},

volume = {21},

number = {1},

pages = {213},

keywords = {Modeling, OPMO, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{Serafin2020,

title = {Averaged-Calibration-Length Prediction for Currency Exchange Rates by a Time-Dependent Vasicek Model},

author = {Tomasz Serafin and Anna Michalak and Lukasz Bielak and Agnieszka Wylomanska},

url = {https://doi.org/10.4236/tel.2020.103037},

doi = {10.4236/tel.2020.103037},

year  = {2020},

date = {2020-01-01},

journal = {Theoretical Economics Letters},

volume = {10},

number = {03},

pages = {579--599},

publisher = {Scientific Research Publishing, Inc.},

keywords = {Economy, Modeling, Ornstein-Uhlenbeck process},

pubstate = {published},

tppubtype = {article}

}

@article{CKLS_2019,

title = {Stochastic modelling of currency exchange rates with novel validation techniques},

author = {Grzegorz Sikora and Anna Michalak and Lukasz Bielak and Pawel Mista and Agnieszka Wylomanska},

doi = {https://doi.org/10.1016/j.physa.2019.04.098},

issn = {0378-4371},

year  = {2019},

date = {2019-01-01},

journal = {Physica A: Statistical Mechanics and its Applications},

volume = {523},

pages = {1202 - 1215},

publisher = {Elsevier},

keywords = {CKLS model, Economy, Modeling, Ornstein-Uhlenbeck process, Risk factors, SGT distribution},

pubstate = {published},

tppubtype = {article}

}

@article{hebda2019identification,

title = {Identification and Statistical Analysis of Impulse-Like Patterns of Carbon Monoxide Variation in Deep Underground Mines Associated with the Blasting Procedure},

author = {Justyna Hebda-Sobkowicz and Sebastian Gola and Radoslaw Zimroz and Agnieszka Wylomanska},

doi = {10.3390/s19122757},

year  = {2019},

date = {2019-01-01},

journal = {Sensors},

volume = {19},

number = {12},

pages = {2757},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {Analytics, Environment, Modeling},

pubstate = {published},

tppubtype = {article}

}

@article{hebda2019pattern,

title = {Pattern of H2S concentration in a deep copper mine and its correlation with ventilation schedule},

author = {Justyna Hebda-Sobkowicz and Sebastian Gola and Radoslaw Zimroz and Agnieszka Wylomanska},

doi = {10.1016/j.measurement.2019.03.077},

year  = {2019},

date = {2019-01-01},

journal = {Measurement},

volume = {140},

pages = {373--381},

publisher = {Elsevier},

keywords = {Environment, Mining, Modeling},

pubstate = {published},

tppubtype = {article}

}