Chemometrics and Intelligent Laboratory Systems

Title Publication Date Language Citations
Supervised Kohonen networks for classification problems2006/09/01English104
Multivariate design and modeling in QSAR1996/08/01English104
Data-driven monitoring of multimode continuous processes: A review2019/06/01English104
Fault-relevant Principal Component Analysis (FPCA) method for multivariate statistical modeling and process monitoring2014/04/01English104
Modeling of simultaneous adsorption of dye and metal ion by sawdust from aqueous solution using of ANN and ANFIS2018/10/01English104
A contemporary review on Data Preprocessing (DP) practice strategy in ATR-FTIR spectrum2017/04/01English104
The prediction of soil chemical and physical properties from mid-infrared spectroscopy and combined partial least-squares regression and neural networks (PLS-NN) analysis2009/07/01English103
Determining the number of components in a factor model from limited noisy data2008/11/01English102
The Kohonen and CP-ANN toolbox: A collection of MATLAB modules for Self Organizing Maps and Counterpropagation Artificial Neural Networks2009/10/01English100
PLS-regression: a basic tool of chemometrics2001/10/01English100
A MATLAB toolbox for Self Organizing Maps and supervised neural network learning strategies2012/08/01English99
Chemometrics tools in QSAR/QSPR studies: A historical perspective2015/12/01English99
Robust classification in high dimensions based on the SIMCA Method2005/10/01English96
A new dissimilarity method integrating multidimensional mutual information and independent component analysis for non-Gaussian dynamic process monitoring2012/06/01English95
Chemometrics in bioprocess engineering: process analytical technology (PAT) applications2004/12/01English94
Nonlinear process monitoring using JITL-PCA2005/03/01English93
Modified kernel principal component analysis based on local structure analysis and its application to nonlinear process fault diagnosis2013/08/01English92
A TOPSIS-based Taguchi optimization to determine optimal mixture proportions of the high strength self-compacting concrete2013/06/01English92
Just-in-time semi-supervised soft sensor for quality prediction in industrial rubber mixers2018/09/01English92
Predicting sensory texture properties of cosmetic emulsions by physical measurements2013/05/01English91
Pattern recognition in chemometrics2015/12/01English91
Wavelet neural network (WNN) approach for calibration model building based on gasoline near infrared (NIR) spectra2008/08/01English91
Semi-supervised fault classification based on dynamic Sparse Stacked auto-encoders model2017/09/01English91
Fully automated indirect hard modeling of mixture spectra2008/04/01English91
Mixture probabilistic PCR model for soft sensing of multimode processes2011/01/01English90
The spectrum reconstruction problem1989/12/01English90
Cluster analysis1989/07/01English90
Advantages of support vector machine in QSPR studies for predicting auto-ignition temperatures of organic compounds2008/07/01English87
Hyperspectral imaging: calibration problems and solutions2004/07/01English87
Hybrid binary Coral Reefs Optimization algorithm with Simulated Annealing for Feature Selection in high-dimensional biomedical datasets2019/01/01English87