3.8(top 4%)
Impact Factor
4.1(top 4%)
extended IF
137(top 2%)
H-Index
1.8K
authors
4.3K
papers
121.9K
citations
6K
citing journals
47K
citing authors

Most Cited Articles of Chemometrics and Intelligent Laboratory Systems

TitleYearCitations
PLS-regression: a basic tool of chemometrics20015.8K
PARAFAC. Tutorial and applications19971.9K
Least squares formulation of robust non-negative factor analysis19971.3K
Performance of some variable selection methods when multicollinearity is present20051.2K
SIMPLS: An alternative approach to partial least squares regression19931.2K
The Mahalanobis distance20001.2K
Multivariate curve resolution applied to second order data19951.1K
Disturbance detection and isolation by dynamic principal component analysis1995934
A review of variable selection methods in Partial Least Squares Regression2012892
A graphical user-friendly interface for MCR-ALS: a new tool for multivariate curve resolution in MATLAB2005852
The N-way Toolbox for MATLAB2000828
Orthogonal signal correction of near-infrared spectra1998769
Experimental design and optimization1998762
The successive projections algorithm for variable selection in spectroscopic multicomponent analysis2001743
Introduction to multi-layer feed-forward neural networks1997698
Genetic algorithms applied to feature selection in PLS regression: how and when to use them1998583
Monte Carlo cross validation2001571
Multi-way partial least squares in monitoring batch processes1995538
Process analysis, monitoring and diagnosis, using multivariate projection methods1995519
MCR-ALS GUI 2.0: New features and applications2015466
Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis2000432
Particle swarm optimization (PSO). A tutorial2015419
Nonlinear PLS modeling1989419
Further exploring rm2 metrics for validation of QSPR models2011407
Be aware of error measures. Further studies on validation of predictive QSAR models2016404