Quantitative detection of harmful elements in alloy steel by LIBS technique and sequential backward selection-random forest (SBS-RF)

Classification of steel samples by laser-induced breakdown spectroscopy and random forest

(2016) Tianlong Zhang et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A Permutation Importance-Based Feature Selection Method for Short-Term Electricity Load Forecasting Using Random Forest

(2016) Nantian Huang et al.   Energies

Acidity analysis of iron ore based on calibration-free laser-induced breakdown spectroscopy (CF-LIBS) combined with a binary search algorithm (BSA)

(2016) Zhanmei Wang et al.   RSC Advances

Quantitative analysis of nonmetal elements in steel using laser-induced breakdown spectroscopy combined with random forest

(2015) Shan Wu et al.   Analytical Methods

Classification of iron ores by laser-induced breakdown spectroscopy (LIBS) combined with random forest (RF)

(2015) Liwen Sheng et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Quantitative and classification analysis of slag samples by laser induced breakdown spectroscopy (LIBS) coupled with support vector machine (SVM) and partial least square (PLS) methods

(2015) Tianlong Zhang et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Classification of lung cancer using ensemble-based feature selection and machine learning methods

(2015) Zhihua Cai et al.   Molecular BioSystems

A single-beam-splitting technique combined with a calibration-free method for field-deployable applications using laser-induced breakdown spectroscopy

(2015) Mingjun Xu et al.   RSC Advances

Laser-induced breakdown spectroscopy of archaeological findings with calibration-free inverse method: Comparison with classical laser-induced breakdown spectroscopy and conventional techniques

(2014) R. Gaudiuso et al.   ANALYTICA CHIMICA ACTA

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

(2014) Long Liang et al.   APPLIED OPTICS

A novel approach for the quantitative analysis of multiple elements in steel based on laser-induced breakdown spectroscopy (LIBS) and random forest regression (RFR)

(2014) Tianlong Zhang et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Quantitative analysis of phosphorus in steel using laser-induced breakdown spectroscopy in air atmosphere

(2014) Chang Mao Li et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Rapid identification and discrimination of bacterial strains by laser induced breakdown spectroscopy and neural networks

(2014) S. Manzoor et al.   TALANTA

Genetic algorithm spectral feature selection coupled with quadratic discriminant analysis for ATR-FTIR spectrometric diagnosis of basal cell carcinoma via blood sample analysis

(2014) Mohammadreza Khanmohammadi et al.   RSC Advances

Laser-induced breakdown spectroscopy with multi-kHz fibre laser for mobile metal analysis tasks — A comparison of different analysis methods and with a mobile spark-discharge optical emission spectroscopy apparatus

(2013) Michael Scharun et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Incorporation of Support Vector Machines in the LIBS Toolbox for Sensitive and Robust Classification Amidst Unexpected Sample and System Variability

(2012) Narahara Chari Dingari et al.   ANALYTICAL CHEMISTRY

Support vector machine classification of suspect powders using laser-induced breakdown spectroscopy (LIBS) spectral data

(2012) Jessi Cisewski et al.   JOURNAL OF CHEMOMETRICS

Simultaneous first order derivative spectrophotometric determination of vanadium and zirconium in alloy steels and minerals

(2012) Anitha Varghese et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Chemical analysis of archeological materials in submarine environments using laser-induced breakdown spectroscopy. On-site trials in the Mediterranean Sea

(2012) S. Guirado et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Artificial neural network for on-site quantitative analysis of soils using laser induced breakdown spectroscopy

(2012) J. El Haddad et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

(2011) Roman M. Balabin et al.   ANALYST

A novel graphene nanosheets coated stainless steel fiber for microwave assisted headspace solid phase microextraction of organochlorine pesticides in aqueous samples followed by gas chromatography with electron capture detection

(2011) Vinoth Kumar Ponnusamy et al.   JOURNAL OF CHROMATOGRAPHY A

Prediction of Tyrosine Sulfation with mRMR Feature Selection and Analysis

(2010) Shen Niu et al.   JOURNAL OF PROTEOME RESEARCH

A chemometric study of chromatograms of tea extracts by correlation optimization warping in conjunction with PCA, support vector machines and random forest data modeling

(2008) L. Zheng et al.   ANALYTICA CHIMICA ACTA

A comparative study of laser induced breakdown spectroscopy analysis for element concentrations in aluminum alloy using artificial neural networks and calibration methods

(2008) Prasanthi Inakollu et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY