Laser-induced breakdown spectroscopy for the classification of wood materials using machine learning methods combined with feature selection

Evaluation and improvement of model robustness for plastics samples classification by laser-induced breakdown spectroscopy

(2020) Qianqian Wang et al.   OPTICS AND LASER TECHNOLOGY

Wood discrimination analyses of Pterocarpus tinctorius and endangered Pterocarpus santalinus using DART-FTICR-MS coupled with multivariate statistics

(2019) Maomao Zhang et al.   IAWA JOURNAL

Laser-induced breakdown spectroscopy (LIBS) for classification of wood species integrated with artificial neural network (ANN)

(2019) Xutai Cui et al.   APPLIED PHYSICS B-LASERS AND OPTICS

Identification of post-consumer plastics using laser-induced breakdown spectroscopy

(2019) Rajendhar Junjuri et al.   POLYMER TESTING

Discrimination of wood species using laser-induced breakdown spectroscopy and near-infrared reflectance spectroscopy

(2019) João Guilherme Rodrigues Leandro et al.   WOOD SCIENCE AND TECHNOLOGY

Discrimination of wood species based on a carbon nanotube/polymer composite chemiresistor array

(2018) Justine M. Kalaw et al.   HOLZFORSCHUNG

Industrial polymers classification using laser-induced breakdown spectroscopy combined with self-organizing maps and K-means algorithm

(2018) Yun Tang et al.   OPTIK

Automatic variable selection method and a comparison for quantitative analysis in laser-induced breakdown spectroscopy

(2018) Fajie Duan et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Importance evaluation of spectral lines in Laser-induced breakdown spectroscopy for classification of pathogenic bacteria

(2018) Qianqian Wang et al.   Biomedical Optics Express

Laser Induced breakdown spectroscopy: A rapid tool for the identification and quantification of minerals in cucurbit seeds

(2017) Jyotsana Singh et al.   FOOD CHEMISTRY

A fast variable selection method for quantitative analysis of soils using laser-induced breakdown spectroscopy

(2017) Xiao Fu et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Phenotypic diversity in natural populations of an endangered plant Tetracentron sinense

(2017) Hongyan Han et al.   Botanical Sciences

Phenotypic diversity in natural populations of an endangered plant Tetracentron sinense

(2017) Hongyan Han et al.   Botanical Sciences

Native American depopulation, reforestation, and fire regimes in the Southwest United States, 1492–1900 CE

(2016) Matthew J. Liebmann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Experimental and computational investigation of confined laser-induced breakdown spectroscopy

(2016) Yun Wang et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Less is more: Avoiding the LIBS dimensionality curse through judicious feature selection for explosive detection

(2015) Ashwin Kumar Myakalwar et al.   Scientific Reports

Application of near Infrared Spectroscopy for Discrimination of Similar Rare Woods in the Chinese Market

(2015) Guozhong Shou et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Classification of wood using differential thermogravimetric analysis

(2014) Mario Francisco-Fernández et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

Analysis of trace elements in complex matrices (soil) by Laser Induced Breakdown Spectroscopy (LIBS)

(2013) V. K. Unnikrishnan et al.   Analytical Methods

Examining natural rock varnish and weathering rinds with laser-induced breakdown spectroscopy for application to ChemCam on Mars

(2012) Nina L. Lanza et al.   APPLIED OPTICS

Laser-Induced Breakdown Spectroscopy (LIBS), Part II: Review of Instrumental and Methodological Approaches to Material Analysis and Applications to Different Fields

(2012) David W. Hahn et al.   APPLIED SPECTROSCOPY

A comprehensive classification of wood from thermogravimetric curves

(2012) Mario Francisco-Fernández et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Rapid classification of White Oak (Quercus alba) and Northern Red Oak (Quercus rubra) by using pyrolysis direct analysis in real time (DART™) and time-of-flight mass spectrometry

(2012) Robert B. Cody et al.   JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS

Fast identification of biominerals by means of stand-off laser‐induced breakdown spectroscopy using linear discriminant analysis and artificial neural networks

(2012) Gabriela Vítková et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Design of an Automatic Wood Types Classification System by Using Fluorescence Spectra

(2010) Vincenzo Piuri et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE