NOVOTNÝ, Karel, Michaela GALIOVÁ, Markéta HOLÁ, Viktor KANICKÝ and Jozef KAISER. Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks. ICP Information Newsletter, Inc. Hadley: ICP Information Newsletter, Inc., 2010, vol. 2010, 01 2010, p. 137-138. ISSN 0161-6951. |
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@article{877628, author = {Novotný, Karel and Galiová, Michaela and Holá, Markéta and Kanický, Viktor and Kaiser, Jozef}, article_location = {Hadley}, article_number = {01 2010}, keywords = {LIBS; biominerals; artificial neural network; ANN}, language = {eng}, issn = {0161-6951}, journal = {ICP Information Newsletter, Inc.}, title = {Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks}, volume = {2010}, year = {2010} }
TY - JOUR ID - 877628 AU - Novotný, Karel - Galiová, Michaela - Holá, Markéta - Kanický, Viktor - Kaiser, Jozef PY - 2010 TI - Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks JF - ICP Information Newsletter, Inc. VL - 2010 IS - 01 2010 SP - 137-138 EP - 137-138 PB - ICP Information Newsletter, Inc. SN - 01616951 KW - LIBS KW - biominerals KW - artificial neural network KW - ANN N2 - The aim of this work is to analyze the feasibility of Artificial Neural Network (ANN) for the identification and classification of mineralized tissues and bio-mineral structures based on spectra obtained by LIBS. In this study, a set of different archeological samples are used to train and evaluate the ANN. For the identification of unknown samples the spectral emission of the plasma was first measured for known set of materials. The obtained spectra was used to train ANN and the output was defined as type of material (i.e. shell, mortar, soil, ceramic, tooth or bone). ER -
NOVOTNÝ, Karel, Michaela GALIOVÁ, Markéta HOLÁ, Viktor KANICKÝ and Jozef KAISER. Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks. \textit{ICP Information Newsletter, Inc.}. Hadley: ICP Information Newsletter, Inc., 2010, vol.~2010, 01 2010, p.~137-138. ISSN~0161-6951.
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