Personal information

Artificial neural networks (ANN), Artificial intelligence (AI), Macerals, Mining and geology, Image analysis
Poland

Activities

Employment (1)

Strata Mechanics Research Institute: Krakow, PL

2013-12-01 to present | Ph.D.
Employment
Source: Self-asserted source
Marta Skiba

Education and qualifications (1)

AGH University of Science and Technology: Krakow, PL

M.Sc. (Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering)
Education
Source: Self-asserted source
Marta Skiba

Works (19)

Evolution of the pore structure as a result of mineral carbonation of basalts from Poland in the context of accumulation and permanent storage of CO2

International Journal of Greenhouse Gas Control
2024-09 | Journal article
Contributors: Anna Pajdak; Marta Skiba; Aleksandra Gajda; Łukasz Anioł; Katarzyna Kozieł; Jinfeng Liu; Katarzyna Berent; Mateusz Kudasik
Source: check_circle
Crossref

Influence of Grain Size and Gas Pressure on Diffusion Kinetics and CH4 Sorption Isotherm on Coal

Archives of Mining Sciences
2024-04-04 | Journal article
Contributors: Katarzyna Kozieł; Aleksandra Gajda; Marta Skiba; Norbert Skoczylas; Anna Pajdak
Source: check_circle
Crossref

An Approach to Detect Local Tectonic Dislocations in Coal Seams Based on Roughness Analysis

2022 | Journal article
Contributors: Mariusz Młynarczuk; Marta Skiba
Source: Self-asserted source
Marta Skiba
grade
Preferred source (of 2)‎

Identification of Structurally Altered Coal from Near-Fault Zones as Performed with Neural Classifiers

Journal of Mining Science
2021 | Journal article | Author
SOURCE-WORK-ID:

61f7ac992467f01b5a15df56

Contributors: Marta Skiba; Mariusz Mlynarczuk; Katarzyna Godyń
Source: check_circle
National Information Processing Institute

MLP-Based Model for Estimation of Methane Seam Pressure

Energies
2021-11-16 | Journal article
Contributors: Marta Skiba; Barbara Dutka; Mariusz Młynarczuk
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Koncepcja holistycznej metody analizy próbek węgla z wykorzystaniem sztucznych sieci neuronowych

PRACE INSTYTUTU MECHANIKI GÓROTWORU POLSKIEJ AKADEMII NAUK. TRANSACTIONS OF THE STRATA MECHANICS RESEARCH INSTITUTE
2020 | Journal article | Author
SOURCE-WORK-ID:

60868c0b2467f0670e0aa047

Contributors: Marta Skiba
Source: check_circle
National Information Processing Institute

Estimation of Coal’s Sorption Parameters Using Artificial Neural Networks

Materials
2020-11 | Journal article | Author
Contributors: Marta Skiba; Mariusz Mlynarczuk
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 4)‎

Studies into the relationship between the technical, petrographic, gas and strength parameters of coal from seams located in the upper Silesian Coal Basin

International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM
2019 | Conference paper
EID:

2-s2.0-85073687134

Contributors: Godyń, K.; Młynarczuk, M.; Skiba, M.; Dutka, B.; Králová, L.
Source: Self-asserted source
Marta Skiba via Scopus - Elsevier

Identification of macerals of the inertinite group using neural classifiers, based on selected textural features

Archives of Mining Sciences
2018 | Journal article
EID:

2-s2.0-85060030948

Contributors: Skiba, M.; Mlynarczuk, M.
Source: Self-asserted source
Marta Skiba via Scopus - Elsevier

The application of artificial intelligence for the identification of the maceral groups and mineral components of coal

Computers and Geosciences
2017 | Journal article
EID:

2-s2.0-85015705403

Contributors: Mlynarczuk, M.; Skiba, M.
Source: Self-asserted source
Marta Skiba via Scopus - Elsevier

Porównanie skuteczności wybranych klasyfikatorów neuronowych w identyfikacji grup macerałów węgla kamiennego oraz materii nieorganicznej

PRACE INSTYTUTU MECHANIKI GÓROTWORU POLSKIEJ AKADEMII NAUK. TRANSACTIONS OF THE STRATA MECHANICS RESEARCH INSTITUTE
2016 | Journal article | Author
SOURCE-WORK-ID:

5e716fb946e0fb0001cdbed8

Contributors: Marta Skiba; Mariusz Mlynarczuk
Source: check_circle
National Information Processing Institute

The influence of the discrepancies in the observers' decisions on the process of identification of maceral groups using artificial neural networks

Journal of Sustainable Mining
2016 | Journal article
EID:

2-s2.0-85051015313

Contributors: Skiba, M.
Source: Self-asserted source
Marta Skiba via Scopus - Elsevier

Zastosowanie sieci samoorganizującej do identyfikacji struktur odmienionych węgla kamiennego

PRACE INSTYTUTU MECHANIKI GÓROTWORU POLSKIEJ AKADEMII NAUK. TRANSACTIONS OF THE STRATA MECHANICS RESEARCH INSTITUTE
2016 | Journal article | Author
SOURCE-WORK-ID:

5e71685146e0fb0001ccc3a5

Contributors: Marta Skiba; Mariusz Mlynarczuk
Source: check_circle
National Information Processing Institute

Możliwości wykorzystania sztucznych sieci neuronowych do identyfikacji macerałów grupy inertynitu

PRACE INSTYTUTU MECHANIKI GÓROTWORU POLSKIEJ AKADEMII NAUK. TRANSACTIONS OF THE STRATA MECHANICS RESEARCH INSTITUTE
2015 | Journal article | Author
SOURCE-WORK-ID:

5e71626f46e0fb0001cc0095

Contributors: Marta Skiba; Mariusz Mlynarczuk
Source: check_circle
National Information Processing Institute

Możliwości wykorzystania sztucznych sieci neuronowych w badaniach petrograficznych węgla kamiennego

10th Czech and Polish Conference. GEOLOGY OF COAL BASINS. Institute of Geonics CAS, Ostrava 13. - 15.10.2015
2015 | Conference paper | Author
SOURCE-WORK-ID:

5e71627646e0fb0001cc0225

Contributors: Marta Skiba; Mariusz Mlynarczuk
Source: check_circle
National Information Processing Institute

Wykorzystanie sztucznych sieci neuronowych do klasyfikacji struktur odmienionych węgla kamiennego w strefach przyuskokowych

Przegląd Górniczy
2015 | Journal article | Author
SOURCE-WORK-ID:

5e71481a46e0fb0001c80945

Contributors: Katarzyna Godyń; Mariusz Mlynarczuk; Marta Skiba
Source: check_circle
National Information Processing Institute

The research into the quality of rock surfaces obtained by abrasive water jet cutting

Archives of Mining Sciences
2014 | Journal article
EID:

2-s2.0-84919660973

Contributors: Młynarczuk, M.; Skiba, M.; Sitek, L.; Hlaváček, P.; Kožušníková, A.
Source: Self-asserted source
Marta Skiba via Scopus - Elsevier

Wykorzystanie metod przetwarzania obrazów do opisu geometrii ziarn węgla w różnych klasach ziarnowych

PRACE INSTYTUTU MECHANIKI GÓROTWORU POLSKIEJ AKADEMII NAUK. TRANSACTIONS OF THE STRATA MECHANICS RESEARCH INSTITUTE
2014 | Journal article | Author
SOURCE-WORK-ID:

5e7147ac46e0fb0001c7f77b

Contributors: Mariusz Mlynarczuk; Marta Skiba
Source: check_circle
National Information Processing Institute

Zmiany strukturalne węgla a wartość efektywnego współczynnika dyfuzji – wstępne pomiary stereologiczne

PRACE INSTYTUTU MECHANIKI GÓROTWORU POLSKIEJ AKADEMII NAUK. TRANSACTIONS OF THE STRATA MECHANICS RESEARCH INSTITUTE
2013 | Journal article | Author
SOURCE-WORK-ID:

5e7147a946e0fb0001c7f6dc

Contributors: Marta Skiba
Source: check_circle
National Information Processing Institute