A novel PCA-based calibration algorithm for classification of challenging laser-induced breakdown spectroscopy soil sample data

A review of artificial neural network based chemometrics applied in laser-induced breakdown spectroscopy analysis

(2021) Lu-Ning Li et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Interpreting support vector machines applied in laser-induced breakdown spectroscopy

(2021) Erik Képeš et al.   ANALYTICA CHIMICA ACTA

Benchmark classification dataset for laser-induced breakdown spectroscopy

(2020) Erik Képeš et al.   Scientific Data

Convolutional neural network as a novel classification approach for laser-induced breakdown spectroscopy applications in lithological recognition

(2020) Junxi Chen et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

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

(2020) Jakub Vrábel et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Data fusion of laser induced breakdown spectroscopy (LIBS) and infrared spectroscopy (IR) coupled with random forest (RF) for the classification and discrimination of compound salvia miltiorrhiza

(2020) Jing Liang et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

EXPRESS: Deep Learning with Laser-Induced Breakdown Spectroscopy (LIBS) for Predicting Lead in Soil

(2019) Yun Zhao et al.   APPLIED SPECTROSCOPY

A novel hybrid feature selection strategy in quantitative analysis of laser-induced breakdown spectroscopy

(2019) Chunhua Yan et al.   ANALYTICA CHIMICA ACTA

Recent advances and future trends in LIBS applications to agricultural materials and their food derivatives: An overview of developments in the last decade (2010–2019). Part I. Soils and fertilizers

(2019) Gustavo Nicolodelli et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Laser-based classification of olive oils assisted by machine learning

(2019) Odhisea Gazeli et al.   FOOD CHEMISTRY

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

(2018) Yun Tang et al.   OPTIK

Challenges in the quantification of nutrients in soils using laser-induced breakdown spectroscopy – A case study with calcium

(2018) Madlen Rühlmann et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Classification and statistical analysis of hydrothermal seafloor rocks measured underwater using laser-induced breakdown spectroscopy

(2018) Mallikarjun Yelameli et al.   JOURNAL OF CHEMOMETRICS

Detection of K in soil using time-resolved laser-induced breakdown spectroscopy based on convolutional neural networks

(2018) Chengxu LU et al.   PLASMA SCIENCE & TECHNOLOGY

Qualitative Discrimination Analysis of Coals Based on Their Laser-Induced Breakdown Spectra

(2016) A. Metzinger et al.   ENERGY & FUELS

Challenging applications for multi-element analysis by laser-induced breakdown spectroscopy in agriculture: A review

(2016) Jiyu Peng et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Laser-Induced Breakdown Spectroscopy Coupled with Multivariate Chemometrics for Variety Discrimination of Soil

(2016) Ke-Qiang Yu et al.   Scientific Reports

Classification of steel materials by laser-induced breakdown spectroscopy coupled with support vector machines

(2014) Long Liang et al.   APPLIED OPTICS

Application of a series of artificial neural networks to on-site quantitative analysis of lead into real soil samples by laser induced breakdown spectroscopy

(2014) J. El Haddad et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

A review of the development of portable laser induced breakdown spectroscopy and its applications

(2014) J. Rakovský et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Rapid detection of soils contaminated with heavy metals and oils by laser induced breakdown spectroscopy (LIBS)

(2013) Gibaek Kim et al.   JOURNAL OF HAZARDOUS MATERIALS

Characterization and forensic analysis of soil samples using laser-induced breakdown spectroscopy (LIBS)

(2011) Sarah C. Jantzi et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Laser-Induced Breakdown Spectroscopy (LIBS), Part I: Review of Basic Diagnostics and Plasma—Particle Interactions: Still-Challenging Issues within the Analytical Plasma Community

(2010) David W. Hahn et al.   APPLIED SPECTROSCOPY