Journal articles on the topic 'Modified partial least squares regression (MPLS)'
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Guthrie, J. A., C. J. Liebenberg, and K. B. Walsh. "NIR model development and robustness in prediction of melon fruit total soluble solids." Australian Journal of Agricultural Research 57, no. 4 (2006): 411. http://dx.doi.org/10.1071/ar05123.
Full textCozzolino, D., I. Murray, R. Paterson, and J. R. Scaife. "Visible and near Infrared Reflectance Spectroscopy for the Determination of Moisture, Fat and Protein in Chicken Breast and Thigh Muscle." Journal of Near Infrared Spectroscopy 4, no. 1 (January 1996): 213–23. http://dx.doi.org/10.1255/jnirs.92.
Full textVranić, Marina, Marko Petek, Krešimir Bošnjak, Boris Lazarević, and Klaudija Carović Stanko. "Prediction of macro- and microelements content in Croatian common bean landraces (Phaseolus vulgaris L.) by NIR spectroscopy." Poljoprivreda 25, no. 1 (June 10, 2019): 48–55. http://dx.doi.org/10.18047/poljo.25.1.7.
Full textHenry Buregyeya, Steven Kashub. Tumwesigye, Ephraim Nuwamanya, Moses Matovu, Priver Namanya, Kephas Nowankunda, Wilberforce K Tushemereirwe, and Patrick Rubaihayo. "A high throughput phenotyping technique for banana cultivar Sukali Ndizi based on internal fruit quality attributes." International Journal of Science and Technology Research Archive 3, no. 2 (December 30, 2022): 258–69. http://dx.doi.org/10.53771/ijstra.2022.3.2.0155.
Full textToledo-Martín, Eva, María García-García, Rafael Font, José Moreno-Rojas, María Salinas-Navarro, Pedro Gómez, and Mercedes del Río-Celestino. "Quantification of Total Phenolic and Carotenoid Content in Blackberries (Rubus Fructicosus L.) Using Near Infrared Spectroscopy (NIRS) and Multivariate Analysis." Molecules 23, no. 12 (December 4, 2018): 3191. http://dx.doi.org/10.3390/molecules23123191.
Full textGoodchild, A. V., F. J. El Haramein, A. Abd El Moneim, H. P. S. Makkar, and P. C. Williams. "Prediction of Phenolics and Tannins in Forage Legumes by near Infrared Reflectance." Journal of Near Infrared Spectroscopy 6, no. 1 (January 1998): 175–81. http://dx.doi.org/10.1255/jnirs.134.
Full textCozzolino, D., I. Murray, J. R. Scaife, and R. Paterson. "Study of dissected lamb muscles by visible and near infrared reflectance spectroscopy for composition assessment." Animal Science 70, no. 3 (June 2000): 417–23. http://dx.doi.org/10.1017/s1357729800051766.
Full textHallett, R. A., J. W. Hornbeck, and M. E. Martin. "Predicting Elements in White Pine and Red Oak Foliage with Visible-Near Infrared Reflectance Spectroscopy." Journal of Near Infrared Spectroscopy 5, no. 2 (March 1997): 77–82. http://dx.doi.org/10.1255/jnirs.101.
Full textConfalonieri, M., F. Fornasier, A. Ursino, F. Boccardi, B. Pintus, and M. Odoardi. "The Potential of near Infrared Reflectance Spectroscopy as a Tool for the Chemical Characterisation of Agricultural Soils." Journal of Near Infrared Spectroscopy 9, no. 2 (March 2001): 123–31. http://dx.doi.org/10.1255/jnirs.299.
Full textMartínez-Valdivieso, Damián, Rafael Font, and Mercedes Del Río-Celestino. "Prediction of Agro-Morphological and Nutritional Traits in Ethiopian Mustard Leaves (Brassica Carinata A. Braun) by Visible-Near-Infrared Spectroscopy." Foods 8, no. 1 (December 22, 2018): 6. http://dx.doi.org/10.3390/foods8010006.
Full textDeaville, E. R., and D. L. Givens. "Factors affecting the prediction of organic matter Digestibility of grass silage by near infrared reflectance spectroscopy." Proceedings of the British Society of Animal Production (1972) 1994 (March 1994): 73. http://dx.doi.org/10.1017/s0308229600026209.
Full textGuthrie, J., and K. Walsh. "Non-invasive assessment of pineapple and mango fruit quality using near infra-red spectroscopy." Australian Journal of Experimental Agriculture 37, no. 2 (1997): 253. http://dx.doi.org/10.1071/ea96026.
Full textVillamarín, Begoña, Esperanza Fernández, and Jesus Mendéz. "Analysis of Grass Silage from Northwestern Spain by Near-Infrared Reflectance Spectroscopy." Journal of AOAC INTERNATIONAL 85, no. 3 (May 1, 2002): 541–45. http://dx.doi.org/10.1093/jaoac/85.3.541.
Full textOluk, Aylin Celile. "Estimation of Proximate, Fatty Acid, Mineral Content and Proline Level in Amaranth using Near Infrared Reflectance Spectroscopy." Sains Malaysiana 51, no. 10 (October 31, 2022): 3321–32. http://dx.doi.org/10.17576/jsm-2022-5110-17.
Full textMORON, A., and D. COZZOLINO. "Determination of potentially mineralizable nitrogen and nitrogen in particulate organic matter fractions in soil by visible and near-infrared reflectance spectroscopy." Journal of Agricultural Science 142, no. 3 (June 2004): 335–43. http://dx.doi.org/10.1017/s0021859604004290.
Full textGuo, Tao, Luming Dai, Baipeng Yan, Guisheng Lan, Fadi Li, Fei Li, Faming Pan, and Fangbin Wang. "Measurements of Chemical Compositions in Corn Stover and Wheat Straw by Near-Infrared Reflectance Spectroscopy." Animals 11, no. 11 (November 22, 2021): 3328. http://dx.doi.org/10.3390/ani11113328.
Full textPeters, Jenilee F., Mary Lou Swift, Gregory B. Penner, Bart Lardner, Timothy A. McAllister, and Gabriel O. Ribeiro. "PSVI-6 Predicting Fecal Composition Using Near Infrared Spectroscopy (Nirs): Expanding the Calibration to Include Grazing Beef Samples." Journal of Animal Science 100, Supplement_3 (September 21, 2022): 377–78. http://dx.doi.org/10.1093/jas/skac247.691.
Full textPeters, Jenilee F., Mary Lou Swift, Gregory B. Penner, Bart Lardner, Timothy A. McAllister, and Gabriel O. Ribeiro. "158 Predicting Intake and Digestibility of Nutrients in Beef Cattle fed High Forage Diets Using Near Infrared Spectroscopy (Nirs) of Feces and Internal Markers." Journal of Animal Science 100, Supplement_3 (September 21, 2022): 65–66. http://dx.doi.org/10.1093/jas/skac247.129.
Full textShenk, John S., and Mark O. Westerhaus. "Populations Structuring of Near Infrared Spectra and Modified Partial Least Squares Regression." Crop Science 31, no. 6 (November 1991): 1548–55. http://dx.doi.org/10.2135/cropsci1991.0011183x003100060034x.
Full textYin, Shen, Xiangping Zhu, and Hamid Reza Karimi. "Quality Evaluation Based on Multivariate Statistical Methods." Mathematical Problems in Engineering 2013 (2013): 1–10. http://dx.doi.org/10.1155/2013/639652.
Full textZhang, Yingwei, and Yang Zhang. "Complex process monitoring using modified partial least squares method of independent component regression." Chemometrics and Intelligent Laboratory Systems 98, no. 2 (October 2009): 143–48. http://dx.doi.org/10.1016/j.chemolab.2009.06.001.
Full textYin, Shen, Lei Liu, Xin Gao, and Hamid Reza Karimi. "Multivariate Methods Based Soft Measurement for Wine Quality Evaluation." Abstract and Applied Analysis 2014 (2014): 1–7. http://dx.doi.org/10.1155/2014/740754.
Full textCozzolino, D., A. La Manna, and D. Vaz Martins. "Use of near Infrared Reflectance Spectroscopy to Analyse Bovine Faecal Samples." Journal of Near Infrared Spectroscopy 10, no. 4 (October 2002): 309–14. http://dx.doi.org/10.1255/jnirs.347.
Full textCheng, Hao. "Second Order Model with Composite Quantile Regression." Journal of Physics: Conference Series 2437, no. 1 (January 1, 2023): 012070. http://dx.doi.org/10.1088/1742-6596/2437/1/012070.
Full textFont, Rafael, Mercedes del Río-Celestino, Diego Luna, Juan Gil, and Antonio de Haro-Bailón. "Rapid and Cost-Effective Assessment of the Neutral and Acid Detergent Fiber Fractions of Chickpea (Cicer arietinum L.) by Combining Modified PLS and Visible with Near-Infrared Spectroscopy." Agronomy 11, no. 4 (April 1, 2021): 666. http://dx.doi.org/10.3390/agronomy11040666.
Full textRen, Zelin, Yongqiang Tang, and Wensheng Zhang. "Quality-related fault diagnosis based on k-nearest neighbor rule for non-linear industrial processes." International Journal of Distributed Sensor Networks 17, no. 11 (November 2021): 155014772110559. http://dx.doi.org/10.1177/15501477211055931.
Full textHan, Liang, Feng Liu, and Li Zhang. "An Improved Sub-Model PLSR Quantitative Analysis Method Based on SVM Classifier for ChemCam Laser-Induced Breakdown Spectroscopy." Symmetry 13, no. 2 (February 15, 2021): 319. http://dx.doi.org/10.3390/sym13020319.
Full textLee, So-Yoon, Myung-Hoe Huh, and Mira Park. "A modified partial least squares regression for the analysis of gene expression data with survival information." Journal of the Korean Data and Information Science Society 25, no. 5 (September 30, 2014): 1151–60. http://dx.doi.org/10.7465/jkdi.2014.25.5.1151.
Full textMartens, Harald, and Magni Martens. "Modified Jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR)." Food Quality and Preference 11, no. 1-2 (January 2000): 5–16. http://dx.doi.org/10.1016/s0950-3293(99)00039-7.
Full textPhillips, Peter C. B. "Robust Nonstationary Regression." Econometric Theory 11, no. 5 (October 1995): 912–51. http://dx.doi.org/10.1017/s0266466600009920.
Full textOmitaomu, Olufemi A., Myong K. Jeong, Adedeji B. Badiru, and J. Wesley Hines. "On-Line Prediction of Motor Shaft Misalignment Using Fast Fourier Transform Generated Spectra Data and Support Vector Regression." Journal of Manufacturing Science and Engineering 128, no. 4 (February 3, 2006): 1019–24. http://dx.doi.org/10.1115/1.2194059.
Full textChen, Da, Bin Hu, Xueguang Shao, and Qingde Su. "Variable selection by modified IPW (iterative predictor weighting)-PLS (partial least squares) in continuous wavelet regression models." Analyst 129, no. 7 (2004): 664. http://dx.doi.org/10.1039/b400410h.
Full textPerez-Guaita, David, Julia Kuligowski, Guillermo Quintás, Salvador Garrigues, and Miguel de la Guardia. "Modified locally weighted—Partial least squares regression improving clinical predictions from infrared spectra of human serum samples." Talanta 107 (March 2013): 368–75. http://dx.doi.org/10.1016/j.talanta.2013.01.035.
Full textMorón, A., and D. Cozzolino. "Application of near Infrared Reflectance Spectroscopy for the Analysis of Organic C, Total N and pH in Soils of Uruguay." Journal of Near Infrared Spectroscopy 10, no. 3 (June 2002): 215–21. http://dx.doi.org/10.1255/jnirs.338.
Full textMORÓN, A., and D. COZZOLINO. "Determination of macro elements in alfalfa and white clover by near-infrared reflectance spectroscopy." Journal of Agricultural Science 139, no. 4 (December 2002): 413–23. http://dx.doi.org/10.1017/s0021859602002605.
Full textMoron, A., and D. Cozzolino. "Exploring the Use of near Infrared Reflectance Spectroscopy to Study Physical Properties and Microelements in Soils." Journal of Near Infrared Spectroscopy 11, no. 2 (April 2003): 145–54. http://dx.doi.org/10.1255/jnirs.362.
Full textPavlov, Alexander, and Maxim Holovchenko. "MODIFIED METHOD OF CONSTRUCTING A MULTIVARIATE LINEAR REGRESSION GIVEN BY A REDUNDANT DESCRIPTION." Bulletin of National Technical University "KhPI". Series: System Analysis, Control and Information Technologies, no. 2 (8) (December 23, 2022): 3–8. http://dx.doi.org/10.20998/2079-0023.2022.02.01.
Full textZhang, Yue, Yan Zhou, Shujun Chen, Yashi You, Ping Qiu, and Yongnian Ni. "Analysis of the Overlapped Electrochemical Signals of Hydrochlorothiazide and Pyridoxine on the Ethylenediamine-Modified Glassy Carbon Electrode by Use of Chemometrics Methods." Molecules 24, no. 14 (July 11, 2019): 2536. http://dx.doi.org/10.3390/molecules24142536.
Full textOrtiz, Alberto, Lucía León, Rebeca Contador, and David Tejerina. "Near-Infrared Spectroscopy (NIRS) as a Tool for Classification of Pre-Sliced Iberian Salchichón, Modified Atmosphere Packaged (MAP) According to the Official Commercial Categories of Raw Meat." Foods 10, no. 8 (August 12, 2021): 1865. http://dx.doi.org/10.3390/foods10081865.
Full textCozzolino, D., and I. Murray. "Effect of Sample Presentation and Animal Muscle Species on the Analysis of Meat by near Infrared Reflectance Spectroscopy." Journal of Near Infrared Spectroscopy 10, no. 1 (January 2002): 37–44. http://dx.doi.org/10.1255/jnirs.319.
Full textVan De Voort, Frederick R., Jacqueline Sedman, Gary Emo, and Ashraf A. Ismail. "Assessment of Fourier Transform Infrared Analysis of Milk." Journal of AOAC INTERNATIONAL 75, no. 5 (September 1, 1992): 780–85. http://dx.doi.org/10.1093/jaoac/75.5.780.
Full textXu, Jinfeng. "High-Dimensional Cox Regression Analysis in Genetic Studies with Censored Survival Outcomes." Journal of Probability and Statistics 2012 (2012): 1–14. http://dx.doi.org/10.1155/2012/478680.
Full textOrtiz-Barrios, Miguel, Eric Järpe, Matías García-Constantino, Ian Cleland, Chris Nugent, Sebastián Arias-Fonseca, and Natalia Jaramillo-Rueda. "Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients." Sensors 22, no. 14 (July 20, 2022): 5410. http://dx.doi.org/10.3390/s22145410.
Full textÇelen, İpek, David Harper, and Nicole Labbé. "A multivariate approach to the acetylated poplar wood samples by near infrared spectroscopy." Holzforschung 62, no. 2 (March 1, 2008): 189–96. http://dx.doi.org/10.1515/hf.2008.048.
Full textKráčmar, S., R. Jankovská, K. Šustová, J. Kuchtík, and L. Zeman. "Analysis of amino acid composition of sheep colostrum by near-infrared spectroscopy." Czech Journal of Animal Science 49, No. 5 (December 12, 2011): 177–82. http://dx.doi.org/10.17221/4297-cjas.
Full textBahram, Morteza, Khalil Farhadi, and Farzin Arjmand. "Voltammetric determination of dopamine in the presence of ascorbic and uric acids using partial least squares regression: determination of dopamine in human urine and plasma." Open Chemistry 7, no. 3 (September 1, 2009): 524–31. http://dx.doi.org/10.2478/s11532-009-0057-4.
Full textHermida, MarÍa, Natalia Rodriguez, and Jose L. Rodriguez-Otero. "Determination of Moisture, Starch, Protein, and Fat in Common Beans (Phaseolus vulgaris L.) by Near Infrared Spectroscopy." Journal of AOAC INTERNATIONAL 89, no. 4 (July 1, 2006): 1039–41. http://dx.doi.org/10.1093/jaoac/89.4.1039.
Full textNasir, Vahid, Sepideh Nourian, Stavros Avramidis, and Julie Cool. "Prediction of physical and mechanical properties of thermally modified wood based on color change evaluated by means of “group method of data handling” (GMDH) neural network." Holzforschung 73, no. 4 (April 24, 2019): 381–92. http://dx.doi.org/10.1515/hf-2018-0146.
Full textEscuredo, Olga, Laura Meno, María Shantal Rodríguez-Flores, and Maria Carmen Seijo. "Rapid Estimation of Potato Quality Parameters by a Portable Near-Infrared Spectroscopy Device." Sensors 21, no. 24 (December 9, 2021): 8222. http://dx.doi.org/10.3390/s21248222.
Full textOrtiz-Aguayo, Dionisia, Marta Bonet-San-Emeterio, and Manel del Valle. "Simultaneous Voltammetric Determination of Acetaminophen, Ascorbic Acid and Uric Acid by Use of Integrated Array of Screen-Printed Electrodes and Chemometric Tools." Sensors 19, no. 15 (July 26, 2019): 3286. http://dx.doi.org/10.3390/s19153286.
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