Particle Swarm Optimization and Multiple Stacked Generalizations to Detect Nitrogen and Organic-Matter in Organic-Fertilizer Using Vis-NIR

Near-Infrared Spectroscopy in Bio-Applications

(2020) Krzysztof B. Beć et al.   MOLECULES

A Feature Selection Model for Network Intrusion Detection System Based on PSO, GWO, FFA and GA Algorithms

(2020) Omar Almomani   Symmetry-Basel

Modelling potentially toxic elements in forest soils with vis–NIR spectra and learning algorithms

(2020) Asa Gholizadeh et al.   ENVIRONMENTAL POLLUTION

A problem-specific non-dominated sorting genetic algorithm for supervised feature selection

(2020) Yu Zhou et al.   INFORMATION SCIENCES

Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra

(2019) Meihua Yang et al.   SENSORS

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

(2019) Chunhua Yan et al.   ANALYTICA CHIMICA ACTA

Near-infrared spectroscopy as a tool for in vivo analysis of human muscles

(2019) Antonio Currà et al.   Scientific Reports

A comparative study between a new method and other machine learning algorithms for soil organic carbon and total nitrogen prediction using near infrared spectroscopy

(2019) Rabie Reda et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Benchmark for filter methods for feature selection in high-dimensional classification data

(2019) Andrea Bommert et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A novel hybrid genetic algorithm with granular information for feature selection and optimization

(2018) Hongbin Dong et al.   APPLIED SOFT COMPUTING

Relation Between Near-Infrared Spectroscopy and Physicochemical Parameters for Discrimination of Honey Samples from Jatai weyrauchi and Jatai angustula Bees

(2018) Luiza Mariano Leme et al.   Food Analytical Methods

Vis-NIR spectroscopy Combined with Wavelengths Selection by PSO Optimization Algorithm for Simultaneous Determination of Four Quality Parameters and Classification of Soy Sauce

(2018) Leqian Hu et al.   Food Analytical Methods

Broad spectrum photocatalytic system based on BiVO4 and NaYbF4:Tm3+ upconversion particles for environmental remediation under UV-vis-NIR illumination

(2018) S. Ullah et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Multi-Objective Particle Swarm Optimization Approach for Cost-Based Feature Selection in Classification

(2017) Yong Zhang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Reflectance measurements of soils in the laboratory: Standards and protocols

(2015) Eyal Ben Dor et al.   GEODERMA

Soil Organic Carbon Content Estimation with Laboratory-Based Visible–Near-Infrared Reflectance Spectroscopy: Feature Selection

(2014) Tiezhu Shi et al.   APPLIED SPECTROSCOPY

Determination of soil properties with visible to near- and mid-infrared spectroscopy: Effects of spectral variable selection

(2014) M. Vohland et al.   GEODERMA

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients

(2013) Susana M. Vieira et al.   APPLIED SOFT COMPUTING

Improved analysis and modelling of soil diffuse reflectance spectra using wavelets

(2009) R. A. Viscarra Rossel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Improved binary PSO for feature selection using gene expression data

(2007) Li-Yeh Chuang et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY