Analysis of cefalexin with NIR spectrometry coupled to artificial neural networks with modified genetic algorithm for wavelength selection

Estimating mutual information

Alexander Kraskov, Harald Stögbauer, Peter Grassberger · Physical Review E · 2004 · 4.1K citations · Full text

Natural Sciences, Mathematics, Information Theory +16

Mutual information for the selection of relevant variables in spectrometric nonlinear modelling

Fabrice Rossi, Amaury Lendasse, D. François et al. · Chemometrics and Intelligent Laboratory Systems · 2005 · 218 citations · Full text

Natural Sciences, Chemistry, Analytical Chemistry +14

Least-dependent-component analysis based on mutual information

Harald Stögbauer, Alexander Kraskov, Sergey A. Astakhov et al. · Physical Review E · 2004 · 197 citations · Full text

Engineering, Computer Science, Electrical Engineering +12

Genetic algorithm optimisation combined with partial least squares regression and mutual information variable selection procedures in near-infrared quantitative analysis of cotton–viscose textiles

Amandine Durand, O. Devos, Cyril Ruckebusch et al. · Analytica Chimica Acta · 2007 · 121 citations

Natural Sciences, Mathematics, Optimization +9

Linear and nonlinear QSAR study of N-hydroxy-2-[(phenylsulfonyl)amino]acetamide derivatives as matrix metalloproteinase inhibitors

Michael Fernández, Julio Caballero, Alain Tundidor‐Camba · Bioorganic & Medicinal Chemistry · 2006 · 56 citations

Pharmacy, Medicinal Chemistry, Pharmacology +14