Comparison between artificial neural network and partial least squares regression models for hardness modeling during the ripening process of Swiss-type cheese using spectral profiles

Least Squares ◽

Partial Least Squares ◽

Regression Models ◽

Ripening Process ◽

Spectral Profiles ◽

Chemometric models for measurement of amylose content by artificial neural network and partial least squares regression analysis

10.13031/2013.19108 ◽

2005 ◽

Author(s):

Naoto SHIMIZU ◽

Hiroshi OKADOME ◽

Daisuke WADA ◽

Toshinori KIMURA ◽

Ken'ichi OHTSUBO

Keyword(s):

Neural Network ◽

Regression Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Amylose Content ◽

Comparison of artificial neural network (ANN) and partial least squares (PLS) regression models for predicting respiratory ventilation: an exploratory study

European Journal of Applied Physiology ◽

10.1007/s00421-011-2118-6 ◽

2011 ◽

Vol 112 (5) ◽

pp. 1603-1611 ◽

Cited By ~ 15

Author(s):

Ming-I Brandon Lin ◽

William A. Groves ◽

Andris Freivalds ◽

Eun Gyung Lee ◽

Martin Harper

Keyword(s):

Neural Network ◽

Least Squares ◽

Partial Least Squares ◽

Exploratory Study ◽

Regression Models ◽

Pls Regression ◽

Artificial Neural ◽

Artificial Neural Network Ann

Calibration of artificial neural network and partial least squares regression models for the prediction of secoisolariciresinol diglucoside contents in microwave-assisted extracts of various flaxseed (Linum usitatissimum L.) samples

Food Chemistry ◽

10.1016/j.foodchem.2012.02.053 ◽

2012 ◽

Vol 133 (4) ◽

pp. 1588-1595 ◽

Cited By ~ 4

Author(s):

Simona M. Nemes ◽

Valérie Orsat ◽

G.S. Vijaya Raghavan

Keyword(s):

Neural Network ◽

Least Squares ◽

Linum Usitatissimum ◽

Regression Models ◽

Secoisolariciresinol Diglucoside ◽

Microwave Assisted ◽

Linum Usitatissimum L

Automatic preprocessing of laser-induced breakdown spectra using partial least squares regression and feed-forward artificial neural network: Applications to Earth and Mars data

Spectrochimica Acta Part B Atomic Spectroscopy ◽

10.1016/j.sab.2020.105930 ◽

2020 ◽

Vol 171 ◽

pp. 105930

Author(s):

Ebo Ewusi-Annan ◽

Dorothea M. Delapp ◽

Roger C. Wiens ◽

Noureddine Melikechi

Keyword(s):

Neural Network ◽

Least Squares ◽

Partial Least Squares ◽

Feed Forward ◽

Network Applications ◽

Laser Induced Breakdown ◽

Neural Network Applications

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. ◽

Combined use of partial least squares regression and neural network for diagnosis tasks

10.1109/icpr.2004.1333837 ◽

2004 ◽

Cited By ~ 10

Author(s):

A. Debiolles ◽

L. Oukhellou ◽

P. Aknin

Keyword(s):

Neural Network ◽

Least Squares ◽

Partial Least Squares ◽

Combined Use

Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) ◽

The implementation of partial least squares with artificial neural network architecture

10.1109/iembs.1998.747127 ◽

2002 ◽

Author(s):

Tzu-Chien Hsiao ◽

Chii-Wann Lin ◽

Mang-Ting Zeng ◽

H.-H.K. Chiang

Keyword(s):

Neural Network ◽

Least Squares ◽

Partial Least Squares ◽

Network Architecture ◽

Neural Network Architecture ◽

Artificial Neural Network Architecture ◽

Calibration Transfer of Partial Least Squares Regression Models between Desktop Nuclear Magnetic Resonance Spectrometers

Analytical Chemistry ◽

10.1021/acs.analchem.0c00902 ◽

2020 ◽

Vol 92 (19) ◽

pp. 12809-12816

Author(s):

Diego Galvan ◽

Evandro Bona ◽

Dionisio Borsato ◽

Ernesto Danieli ◽

Mário Henrique Montazzolli Killner

Keyword(s):

Nuclear Magnetic Resonance ◽

Magnetic Resonance ◽

Least Squares ◽

Partial Least Squares ◽

Regression Models ◽

Calibration Transfer ◽

Nuclear Magnetic

Artificial neural networks and partial least squares regression for pseudo-first-order with respect to the reagent multicomponent kinetic-spectrophotometric determinations

The Analyst ◽

10.1039/an9962100395 ◽

1996 ◽

Vol 121 (4) ◽

pp. 395-400 ◽

Cited By ~ 31

Author(s):

Marcelo Blanco ◽

Jordi Coello ◽

Hortensia Iturriaga ◽

Santiago Maspoch ◽

Miguel Redón ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

First Order ◽

Pseudo First Order ◽

Artificial Neural ◽

Kinetic Spectrophotometric

IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222) ◽

A hybrid model of partial least squares and artificial neural network for analyzing process monitoring data

10.1109/ijcnn.2001.938524 ◽

2002 ◽

Cited By ~ 2

Author(s):

Young-Sang Kim ◽

Bong-Jin Yum ◽

Min Kim

Keyword(s):

Neural Network ◽

Least Squares ◽

Partial Least Squares ◽

Hybrid Model ◽

Process Monitoring ◽

Monitoring Data ◽

2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW) ◽

Integrating a partial least squares model with an artificial neural network to discriminate FTIR spectra of virus infected vero cells at 6 hours post exposure

10.1109/bibmw.2011.6112562 ◽

2011 ◽

Author(s):

J. A. Ward ◽

C. Filfili ◽

Ruli Wang ◽

G. Hastings ◽

Jing Guo ◽

...

Keyword(s):

Neural Network ◽

Least Squares ◽

Partial Least Squares ◽

Vero Cells ◽

Ftir Spectra ◽

Post Exposure ◽

Partial Least Squares Model ◽