Jakub Vrábel

Publications that are part of the Web of Science database, possibly also other publications chosen by authors.

2021

• Kiss, K.; Šindelářová, A.; Krbal, L.; Stejskal, V.; Mrázová, K.; Vrábel, J.; Kaška, M.; Modlitbová, P.; Pořízka, P.; Kaiser, J., 2021: Imaging margins of skin tumors using laser-induced breakdown spectroscopy and machine learning. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY 36(5), p. 909 - 916, doi: 10.1039/D0JA00469C; FULL TEXT
• KÉPEŠ, E.; VRÁBEL, J.; POŘÍZKA, P.; KAISER, J., 2021: Addressing the sparsity of laser-induced breakdown spectroscopy data with randomized sparse principal component analysis. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY 36(7), p. 1410 - 12, doi: 10.1039/d1ja00067e; FULL TEXT
  (LIBS)
• ŠINDELÁŘOVÁ, A.; POŘÍZKA, P.; MODLITBOVÁ, P.; VRLÍKOVÁ, L.; KISS, K.; KAŠKA, M.; PROCHAZKA, D.; VRÁBEL, J.; BUCHTOVÁ, M.; KAISER, J., 2021: Methodology for the Implementation of Internal Standard to Laser-Induced Breakdown Spectroscopy Analysis of Soft Tissues. SENSORS , p. 1 - 13, doi: 10.3390/s21030900; FULL TEXT

2020

• POŘÍZKA, P.; VRÁBEL, J.; KÉPEŠ, E.; KAISER, J., 2020: Benchmarking in Laser-Induced Breakdown Spectroscopy. ; FULL TEXT
• POŘÍZKA, P.; VRÁBEL, J.; KÉPEŠ, E.; KAISER, J., 2020: Benchmarking in Laser-Induced Breakdown Spectroscopy. , p. 241 - 2; FULL TEXT
• VRÁBEL, J.; KÉPEŠ, E.; POŘÍZKA, P.; KAISER, J., 2020: Classification of spectroscopic data - challenges, benchmarking and limitations. ; FULL TEXT
• VRÁBEL, J.; KÉPEŠ, E.; POŘÍZKA, P.; KAISER, J., 2020: Distance of spectroscopic data. ; FULL TEXT
• VRÁBEL, J.; POŘÍZKA, P.; KAISER, J., 2020: Restricted Boltzmann Machine method for dimensionality reduction of large spectroscopic data. SPECTROCHIMICA ACTA PART B 167, p. NA - 8, doi: 10.1016/j.sab.2020.105849; FULL TEXT
  (LIBS)
• Vrábel, J.; Képeš, E.; Duponchel, L.; Motto-Ros, V.; Fabre, C.; Connemann, S.; Schreckenberg, F.; Riebe, D.; Junjuri, R.; Gundawar, M.K.; Tan, X.; Pořízka, P.; Kaiser, J., 2020: Classification of challenging LIBS soil sample data - EMSLIBS contest. SPECTROCHIMICA ACTA PART B 169, p. 1 - 12, doi: 10.1016/j.sab.2020.105872; FULL TEXT
  (LIBS)
• KÉPEŠ, E.; VRÁBEL, J.; STŘÍTEŽSKÁ, S.; POŘÍZKA, P.; KAISER, J., 2020: Benchmark classification dataset for laser-induced breakdown spectroscopy. SCIENTIFIC DATA 7(1), p. 1 - 4, doi: 10.1038/s41597-020-0396-8; FULL TEXT
  (LIBS)

2019

• CAMACHO, J.; VRÁBEL, J.; MANZOOR, S.; PÉREZ-ARRIBAS, L.; DELGADO DÍAZ, S.; CÁCERES, J., 2019: Spatiotemporal diagnostics of laser induced plasma of potassium gallosilicate zeolite. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY 34(6), p. 1247 - 9, doi: 10.1039/C9JA00052F; FULL TEXT
• VRÁBEL, J.; POŘÍZKA, P.; KAISER, J., 2019: Restricted Boltzmann Machine Method for Dimensionality Reduction of Spectroscopic Data. ; FULL TEXT
• POŘÍZKA, P.; KAISER, J.; VRÁBEL, J.; SALAJKOVÁ, Z.; MODLITBOVÁ, P., 2019: EMSLIBS 2019 symposium booklet. ; FULL TEXT
• VRÁBEL, J.; POŘÍZKA, P.; KLUS, J.; PROCHAZKA, D.; NOVOTNÝ, J.; KOUTNÝ, D.; PALOUŠEK, D.; KAISER, J., 2019: Classification of materials for selective laser melting by laser-induced breakdown spectroscopy. CHEMICAL PAPERS 73(12), p. 2897 - 9, doi: 10.1007/s11696-018-0609-1; FULL TEXT
  (LIBS)
• POŘÍZKA, P.; KAISER, J.; NOVOTNÝ, J.; SALAJKOVÁ, Z.; VRÁBEL, J.; PROCHAZKA, D.; MODLITBOVÁ, P.; ZIKMUND, T., 2019: Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy. ; FULL TEXT

2017

• POŘÍZKA, P.; KLUS, J.; HRDLIČKA, A.; VRÁBEL, J.; ŠKARKOVÁ, P.; PROCHAZKA, D.; NOVOTNÝ, J.; NOVOTNÝ, K.; KAISER, J., 2017: Impact of Laser-Induced Breakdown Spectroscopy data normalization on multivariate classification accuracy. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY 32(2), p. 277 - 12, doi: 10.1039/c6ja00322b; FULL TEXT
  (LIBS)

• Nanotechnologies and novel materials II. (CEITEC VUT-S-20-6421), VUT v Brně, 2020 - 2023
• Distance of spectroscopic data (CEITEC-K-21-6978), Evropská unie, 2021 - 2023
• Artificial neural networks weight initialization for classification of spectroscopic data (CEITEC-J-21-7542), VUT v Brně, 2021 - 2022
• Explainable Dimension Reduction of Large Spectroscopic Data (CEITEC VUT-J-20-6528), VUT v Brně, 2020 - 2021
• Development of an interaction chamber for Laser-Induced Breakdown Spectrocopy (LIBS) (TA02011272), Technology Agency of the Czech Rep. - ALFA, 2012 - 2014
• Utilization of the Laser Induced Plasma Spectroscopy (LIBS) for spectrochemical analysis of plant samples with high spatial resolution (ME09015), MEYS - KONTAKT, 2009 - 2012
• Development of calibration-free quantitative laser-induced breakdown spectroscopy (LIBS) (ME10061), MEYS - KONTAKT, 2010 - 2012
• Development and application of capillary-discharge based short wavelength radiation sources (OC09013), MEYS - COST CZ, 2009 - 2011