Results 31 to 40 of about 3,502,968 (324)

Regularized Partial Least Squares with an Application to NMR Spectroscopy [PDF]

, 2012
High-dimensional data common in genomics, proteomics, and chemometrics often contains complicated correlation structures. Recently, partial least squares (PLS) and Sparse PLS methods have gained attention in these areas as dimension reduction techniques ...
Allen, Genevera I., Maletic-Savatic, Mirjana, Peterson, Christine, Vannucci, Marina   +3 more
core   +3 more sources

PLS dimension reduction for classification of microarray data [PDF]

, 2004
PLS dimension reduction is known to give good prediction accuracy in the context of classification with high-dimensional microarray data. In this paper, PLS is compared with some of the best state-of-the-art classification methods.
Boulesteix, Anne-Laure
core   +3 more sources

Data-driven Soft Sensors in the Process Industry [PDF]

, 2009
In the last two decades Soft Sensors established themselves as a valuable alternative to the traditional means for the acquisition of critical process variables, process monitoring and other tasks which are related to process control.
Abdi, Alhoniemi, Angelov, Angelov, Angelov, Arazo-Bravo, Atkeson, Bastin, Bauer, Bishop, Bogdan Gabrys, Bonne, Breiman, Bro, Casali, Chen, Chen, Chen, Chen, Chen, Choi, Chruy, Davies, Dayal, De Wolf, Desai, Devogelaere, Ding, Dong, Dong, Dote, Doyle, Dunia, Dunia, Dunia, Eriksson, Fellner, Fortuna, Fortuna, Frank, Freund, Funahashi, Gabrielsson, Gabrys, Gabrys, Gabrys, Gabrys, Gama, Geladi, Gomez, Gonzalez, Gonzalez, Goodwin, Gosset, Guyon, Han, Hastie, He, Hodge, Hotelling, Jackson, James, Jang, Jiang, Jolliffe, Jordaan, Jos de Assis, Kadlec, Kadlec, Kalos, Kampjarvi, Kittler, Kohavi, Kohonen, Kordon, Kourti, Kourti, Krogh, Kuncheva, Lee, Lee, Lee, Lee, Li, Li, Lin, Lin, Luo, Macias, Mandic, Marjanovic, Meleiro, Menold, Nauck, Neogi, Nomikos, Nomikos, Nomikos, Opitz, Park, Pearson, Pearson, Petr Kadlec, Poggio, Prasad, Principe, Qin, Qin, Qin, Qin, Radhakrishnan, Rnnar, Rong, Rotem, Ruta, Ruta, Schafer, Scheffer, Serneels, Sibylle Strandt, Stanimirova, Su, Tzanakou, van Sprang, van Sprang, Vapnik, Venkatasubramanian, Venkatasubramanian, Venkatasubramanian, Vilalta, Walczak, Walczak, Walczak, Wang, Wang, Wang, Wang, Warne, Weiss, Widmer, Wold, Wold, Wold, Wolpert, Yan, Yang, Zadeh, Zamprogna, Zamprogna, Zhang   +149 more
core   +1 more source

The Degrees of Freedom of Partial Least Squares Regression [PDF]

, 2010
The derivation of statistical properties for Partial Least Squares regression can be a challenging task. The reason is that the construction of latent components from the predictor variables also depends on the response variable.
Akaike H., Brown P., Krämer N., Lanczos C., Leisch F., Masashi Sugiyama, Nicole Krämer   +6 more
core   +6 more sources

Automatic affective dimension recognition from naturalistic facial expressions based on wavelet filtering and PLS regression [PDF]

, 2015
Automatic affective dimension recognition from facial expression continuously in naturalistic contexts is a very challenging research topic but very important in human-computer interaction.
Gaus, YFBA, Jan, A, Meng, H, Turabzadeh, S, Zhang, F   +4 more
core   +1 more source

Use of near infrared reflectance spectroscopy to predict nitrogen uptake by winter wheat within fields with high variability in organic matter [PDF]

, 2005
In this study, the ability to predict N-uptake in winter wheat crops using NIR-spectroscopy on soil samples was evaluated. Soil samples were taken in unfertilized plots in one winter wheat field during three years (1997-1999) and in another winter wheat ...
A B McBratney, A Savitzky, Anders Jonsson, B Lindén, B Stenberg, B Stenberg, B Stenberg, B Wagner, Bo Stenberg, C A Russell, C J Dawson, C Palmborg, C W Chang, C W Chang, D F Malley, D L Wetzel, G Fystro, H Martens, J H Mayer, K D Shepherd, L J Janik, L Thylén, P Robert, P Williams, R A V Rossel, R J Barnes, S Wold, T Börjesson, Thomas Börjesson   +28 more
core   +1 more source

Visualization of noise sources by transmission path analysis of air conditioner piping (Extraction of acoustic latent modes by operational TPA based on PLS)

Nihon Kikai Gakkai ronbunshu
This study examines Operational Transfer Path Analysis (OTPA) for vibration-acoustic dynamics in complex vehicle systems. OTPA simplifies data collection by avoiding structural transfer function pre-measurement, overcoming traditional method limitations ...
Kenji IWATA, Kosho YAMANE, Naoki YAEGASHI   +2 more
doaj   +1 more source

Methodology and theory for partial least squares applied to functional data [PDF]

, 2012
The partial least squares procedure was originally developed to estimate the slope parameter in multivariate parametric models. More recently it has gained popularity in the functional data literature.
Delaigle, Aurore, Hall, Peter
core   +1 more source

Retrieval of Chlorophyll-a and Total Suspended Solids Using Iterative Stepwise Elimination Partial Least Squares (ISE-PLS) Regression Based on Field Hyperspectral Measurements in Irrigation Ponds in Higashihiroshima, Japan

Remote Sensing, 2017
Concentrations of chlorophyll-a (Chl-a) and total suspended solids (TSS) are significant parameters used to assess water quality. The objective of this study is to establish a quantitative model for estimating the Chl-a and the TSS concentrations in ...
Zuomin Wang, K. Kawamura, Y. Sakuno, Xinyan Fan, Z. Gong, Jihyun Lim   +5 more
semanticscholar   +1 more source

Influence of Process Parameters on Content Uniformity of a Low Dose Active Pharmaceutical Ingredient in a Tablet Formulation According to GMP

Acta Pharmaceutica, 2014
The article describes the development and production of tablets using direct compression of powder mixtures. The aim was to describe the impact of filler particle size and the time of lubricant addition during mixing on content uniformity according to ...
Muselík Jan, Franc Aleš, Doležel Petr, Goněc Roman, Krondlová Anna, Lukášová Ivana   +5 more
doaj   +1 more source