Concepedia

Jakub Vrábel

JV

14

Publications

451

Citations

13

H-Index

2016

Active since

Affiliations

Brno University of Technology(Current)

Central European Institute of Technology

Masaryk University

Charles University

University of Hradec Králové

Jakub Vrábel is an author at Brno University of Technology specializing in engineering, spectroscopy, and laser damage.

Top concepts

EngineeringSpectroscopyLaser DamageData ScienceMachine LearningLaser SpectroscopyPhysicsCalibrationInstrumentationNatural Sciences

Publications per year

2016–2024

14

Publications

14

Impact of Laser-Induced Breakdown Spectroscopy data normalization on multivariate classification accuracy

Pavel Pořízka, Jakub Klus, Aleš Hrdlička et al. · Journal of Analytical Atomic Spectrometry · 2016 · 86 citations

Engineering, Measurement, Diagnosis +17

Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data - EMSLIBS contest

Jakub Vrábel, Erik Képeš, Ludovic Duponchel et al. · Spectrochimica Acta Part B Atomic Spectroscopy · 2020 · 67 citations · Full text

Imaging margins of skin tumors using laser-induced breakdown spectroscopy and machine learning

Kateřina Kiss, Anna Šindelářová, Lukáš Krbal et al. · Journal of Analytical Atomic Spectrometry · 2021 · 53 citations · Full text

Engineering, Machine Learning, Laser Ablation +22

Benchmark classification dataset for laser-induced breakdown spectroscopy

Erik Képeš, Jakub Vrábel, Sára Střítežská et al. · Scientific Data · 2020 · 32 citations · Full text

Restricted Boltzmann Machine method for dimensionality reduction of large spectroscopic data

Jakub Vrábel, Pavel Pořízka, Jozef Kaiser · Spectrochimica Acta Part B Atomic Spectroscopy · 2020 · 32 citations

Engineering, Machine Learning, Data Science +11

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