Статті в журналах з теми "PLS-DA models"
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Ballabio, Davide, and Viviana Consonni. "Classification tools in chemistry. Part 1: linear models. PLS-DA." Analytical Methods 5, no. 16 (2013): 3790. http://dx.doi.org/10.1039/c3ay40582f.
Повний текст джерелаLi, Xingpeng, Hongzhe Jiang, Xuesong Jiang, and Minghong Shi. "Identification of Geographical Origin of Chinese Chestnuts Using Hyperspectral Imaging with 1D-CNN Algorithm." Agriculture 11, no. 12 (December 15, 2021): 1274. http://dx.doi.org/10.3390/agriculture11121274.
Повний текст джерелаSONG, HAN, FENG LI, PEIWEN GUANG, XINHAO YANG, HUANYU PAN, and FURONG HUANG. "Detection of Aflatoxin B1 in Peanut Oil Using Attenuated Total Reflection Fourier Transform Infrared Spectroscopy Combined with Partial Least Squares Discriminant Analysis and Support Vector Machine Models." Journal of Food Protection 84, no. 8 (March 12, 2021): 1315–20. http://dx.doi.org/10.4315/jfp-20-447.
Повний текст джерелаChen, Zhuoyi, Qingping Wang, Hui Zhang, and Pengcheng Nie. "Hyperspectral Imaging (HSI) Technology for the Non-Destructive Freshness Assessment of Pearl Gentian Grouper under Different Storage Conditions." Sensors 21, no. 2 (January 15, 2021): 583. http://dx.doi.org/10.3390/s21020583.
Повний текст джерелаKhan, Asma, Muhammad Tajammal Munir, Wei Yu, and Brent Young. "Wavelength Selection FOR Rapid Identification of Different Particle Size Fractions of Milk Powder Using Hyperspectral Imaging." Sensors 20, no. 16 (August 18, 2020): 4645. http://dx.doi.org/10.3390/s20164645.
Повний текст джерелаZhu, Zhou, Gao, Bao, He, and Feng. "Near-Infrared Hyperspectral Imaging Combined with Deep Learning to Identify Cotton Seed Varieties." Molecules 24, no. 18 (September 7, 2019): 3268. http://dx.doi.org/10.3390/molecules24183268.
Повний текст джерелаYaman, Nihal, and Serap Durakli Velioglu. "Use of Attenuated Total Reflectance—Fourier Transform Infrared (ATR-FTIR) Spectroscopy in Combination with Multivariate Methods for the Rapid Determination of the Adulteration of Grape, Carob and Mulberry Pekmez." Foods 8, no. 7 (June 28, 2019): 231. http://dx.doi.org/10.3390/foods8070231.
Повний текст джерелаSzymańska, Ewa, Edoardo Saccenti, Age K. Smilde, and Johan A. Westerhuis. "Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies." Metabolomics 8, S1 (July 8, 2011): 3–16. http://dx.doi.org/10.1007/s11306-011-0330-3.
Повний текст джерелаLiu, Wenjing, Zhaotian Sun, Jinyu Chen, and Chuanbo Jing. "Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models." Journal of Spectroscopy 2016 (2016): 1–6. http://dx.doi.org/10.1155/2016/1603609.
Повний текст джерелаSun, Fei, Yu Chen, Yunqi Qiu, Shumei Wang, and Shengwang Liang. "Systematic vs. stepwise parameter optimization for discriminant model development: A case study of differentiating Pinellia ternata from Pinellia pedatisecta with near infrared spectroscopy." Journal of Near Infrared Spectroscopy 28, no. 5-6 (June 14, 2020): 287–97. http://dx.doi.org/10.1177/0967033520924579.
Повний текст джерелаYulia, M., K. R. Ningtyas, S. Kuncoro, and D. Suhandy. "A Discrimination of Dry and Wet Processing Lampung Robusta Coffee using UV Spectroscopy and PLS-DA." IOP Conference Series: Earth and Environmental Science 830, no. 1 (September 1, 2021): 012066. http://dx.doi.org/10.1088/1755-1315/830/1/012066.
Повний текст джерелаYulia, M., K. R. Ningtyas, S. Kuncoro, and D. Suhandy. "A Discrimination of Dry and Wet Processing Lampung Robusta Coffee using UV Spectroscopy and PLS-DA." IOP Conference Series: Earth and Environmental Science 830, no. 1 (September 1, 2021): 012066. http://dx.doi.org/10.1088/1755-1315/830/1/012066.
Повний текст джерелаWang, Ye, Zhi-Tian Zuo, Heng-Yu Huang, and Yuan-Zhong Wang. "Original plant traceability of Dendrobium species using multi-spectroscopy fusion and mathematical models." Royal Society Open Science 6, no. 5 (May 2019): 190399. http://dx.doi.org/10.1098/rsos.190399.
Повний текст джерелаParadowska, Katarzyna, Marta Katarzyna Jamróz, Mariola Kobyłka, Ewelina Gowin, Paulina Mączka, Robert Skibiński, and Łukasz Komsta. "Detection of Drug Active Ingredients by Chemometric Processing of Solid-State NMR Spectrometry Data—The Case of Acetaminophen." Journal of AOAC INTERNATIONAL 95, no. 3 (May 1, 2012): 704–7. http://dx.doi.org/10.5740/jaoacint.sge_paradowska.
Повний текст джерелаCelani, Caelin P., Cady A. Lancaster, James A. Jordan, Edgard O. Espinoza, and Karl S. Booksh. "Assessing utility of handheld laser induced breakdown spectroscopy as a means of Dalbergia speciation." Analyst 144, no. 17 (2019): 5117–26. http://dx.doi.org/10.1039/c9an00984a.
Повний текст джерелаTao, Feifei, Haibo Yao, Zuzana Hruska, Yongliang Liu, Kanniah Rajasekaran, and Deepak Bhatnagar. "Use of Visible–Near-Infrared (Vis-NIR) Spectroscopy to Detect Aflatoxin B1 on Peanut Kernels." Applied Spectroscopy 73, no. 4 (February 20, 2019): 415–23. http://dx.doi.org/10.1177/0003702819829725.
Повний текст джерелаPace, José-Henrique Camargo, João-Vicente De Figueiredo Latorraca, Paulo-Ricardo Gherardi Hein, Alexandre Monteiro de Carvalho, Jonnys Paz Castro, and Carlos-Eduardo Silveira da Silva. "Wood species identification from Atlantic forest by near infrared spectroscopy." Forest Systems 28, no. 3 (October 8, 2019): e015. http://dx.doi.org/10.5424/fs/2019283-14558.
Повний текст джерелаWang, Yuan-Yuan, Jie-Qing Li, Hong-Gao Liu, and Yuan-Zhong Wang. "Attenuated Total Reflection-Fourier Transform Infrared Spectroscopy (ATR-FTIR) Combined with Chemometrics Methods for the Classification of Lingzhi Species." Molecules 24, no. 12 (June 13, 2019): 2210. http://dx.doi.org/10.3390/molecules24122210.
Повний текст джерелаKelly, Rachel, Michael McGeachie, Kathleen Lee-Sarwar, Priyadarshini Kachroo, Su Chu, Yamini Virkud, Mengna Huang, Augusto Litonjua, Scott Weiss, and Jessica Lasky-Su. "Partial Least Squares Discriminant Analysis and Bayesian Networks for Metabolomic Prediction of Childhood Asthma." Metabolites 8, no. 4 (October 23, 2018): 68. http://dx.doi.org/10.3390/metabo8040068.
Повний текст джерелаKim, Geonwoo, Hoonsoo Lee, Seung Hwan Wi, and Byoung-Kwan Cho. "Snapshot-Based Visible-Near Infrared Multispectral Imaging for Early Screening of Heat Injury during Growth of Chinese Cabbage." Applied Sciences 12, no. 18 (September 18, 2022): 9340. http://dx.doi.org/10.3390/app12189340.
Повний текст джерелаPei, Yi-Fei, Qing-Zhi Zhang, Zhi-Tian Zuo, and Yuan-Zhong Wang. "Comparison and Identification for Rhizomes and Leaves of Paris yunnanensis Based on Fourier Transform Mid-Infrared Spectroscopy Combined with Chemometrics." Molecules 23, no. 12 (December 17, 2018): 3343. http://dx.doi.org/10.3390/molecules23123343.
Повний текст джерелаLi, Dongdong, Yaling Peng, and Haihong Zhang. "Investigation on Texture Changes and Classification between Cold-Fresh and Freeze-Thawed Tan Mutton." Journal of Food Quality 2019 (April 28, 2019): 1–10. http://dx.doi.org/10.1155/2019/1957486.
Повний текст джерелаPérez-Beltrán, Christian Hazael, Víctor M. Zúñiga-Arroyo, José M. Andrade, Luis Cuadros-Rodríguez, Guadalupe Pérez-Caballero, and Ana M. Jiménez-Carvelo. "A Sensor-Based Methodology to Differentiate Pure and Mixed White Tequilas Based on Fused Infrared Spectra and Multivariate Data Treatment." Chemosensors 9, no. 3 (February 27, 2021): 47. http://dx.doi.org/10.3390/chemosensors9030047.
Повний текст джерелаCampmajó, Cayero, Saurina, and Núñez. "Classification of Hen Eggs by HPLC-UV Fingerprinting and Chemometric Methods." Foods 8, no. 8 (August 1, 2019): 310. http://dx.doi.org/10.3390/foods8080310.
Повний текст джерелаSamokhin, Andrey, Ksenia Sotnezova, and Igor Revelsky. "Predicting the absence of an unknown compound in a mass spectral database." European Journal of Mass Spectrometry 25, no. 6 (June 10, 2019): 439–44. http://dx.doi.org/10.1177/1469066719855503.
Повний текст джерелаFiamegos, Yiannis, Catalina Dumitrascu, Michele Ghidotti, and Maria Beatriz de la Calle Guntiñas. "Use of energy-dispersive X-ray fluorescence combined with chemometric modelling to classify honey according to botanical variety and geographical origin." Analytical and Bioanalytical Chemistry 412, no. 2 (November 25, 2019): 463–72. http://dx.doi.org/10.1007/s00216-019-02255-6.
Повний текст джерелаLapcharoensuk, Ravipat, and Natrapee Nakawajana. "Identification of syrup type using fourier transform-near infrared spectroscopy with multivariate classification methods." Journal of Innovative Optical Health Sciences 11, no. 02 (February 19, 2018): 1750019. http://dx.doi.org/10.1142/s1793545817500195.
Повний текст джерелаWu, Tong, Hui Chen, Zan Lin, and Chao Tan. "Identification and Quantitation of Melamine in Milk by Near-Infrared Spectroscopy and Chemometrics." Journal of Spectroscopy 2016 (2016): 1–8. http://dx.doi.org/10.1155/2016/6184987.
Повний текст джерелаLi, Shanjia, Hui Wang, Ling Jin, James F. White, Kathryn L. Kingsley, Wei Gou, Lijuan Cui, Fuxiang Wang, Zihao Wang, and Guoqiang Wu. "Validation and analysis of the geographical origin of Angelica sinensis (Oliv.) Diels using multi-element and stable isotopes." PeerJ 9 (August 6, 2021): e11928. http://dx.doi.org/10.7717/peerj.11928.
Повний текст джерелаGalán-Freyle, Nataly J., María L. Ospina-Castro, Alberto R. Medina-González, Reynaldo Villarreal-González, Samuel P. Hernández-Rivera, and Leonardo C. Pacheco-Londoño. "Artificial Intelligence Assisted Mid-Infrared Laser Spectroscopy In Situ Detection of Petroleum in Soils." Applied Sciences 10, no. 4 (February 15, 2020): 1319. http://dx.doi.org/10.3390/app10041319.
Повний текст джерелаJiang, Hongzhe, Yilei Hu, Xuesong Jiang, and Hongping Zhou. "Maturity Stage Discrimination of Camellia oleifera Fruit Using Visible and Near-Infrared Hyperspectral Imaging." Molecules 27, no. 19 (September 25, 2022): 6318. http://dx.doi.org/10.3390/molecules27196318.
Повний текст джерелаVilà, Mònica, Àlex Bedmar, Javier Saurina, Oscar Núñez, and Sònia Sentellas. "High-Throughput Flow Injection Analysis–Mass Spectrometry (FIA-MS) Fingerprinting for the Authentication of Tea Application to the Detection of Teas Adulterated with Chicory." Foods 11, no. 14 (July 20, 2022): 2153. http://dx.doi.org/10.3390/foods11142153.
Повний текст джерелаGao, Pan, Wei Xu, Tianying Yan, Chu Zhang, Xin Lv, and Yong He. "Application of Near-Infrared Hyperspectral Imaging with Machine Learning Methods to Identify Geographical Origins of Dry Narrow-Leaved Oleaster (Elaeagnus angustifolia) Fruits." Foods 8, no. 12 (November 27, 2019): 620. http://dx.doi.org/10.3390/foods8120620.
Повний текст джерелаCheng, Tiande, Peng Li, Junchao Ma, Xingguo Tian, and Nan Zhong. "Identification of Four Chicken Breeds by Hyperspectral Imaging Combined with Chemometrics." Processes 10, no. 8 (July 28, 2022): 1484. http://dx.doi.org/10.3390/pr10081484.
Повний текст джерелаBatista, Acsa Santos, Thinara de Freitas Oliveira, Ivan de Oliveira Pereira, and Leandro Soares Santos. "Identification of cocoa bean quality by near infrared spectroscopy and multivariate modeling." Research, Society and Development 10, no. 15 (November 20, 2021): e641101522732. http://dx.doi.org/10.33448/rsd-v10i15.22732.
Повний текст джерелаAzcarate, Silvana Mariela, Miguel Angel Cantarelli, Eduardo Jorge Marchevsky, and José Manuel Camiña. "Evaluation of Geographic Origin of Torrontés Wines by Chemometrics." Journal of Food Research 2, no. 5 (August 11, 2013): 48. http://dx.doi.org/10.5539/jfr.v2n5p48.
Повний текст джерелаQiu, Guangjun, Enli Lü, Ning Wang, Huazhong Lu, Feiren Wang, and Fanguo Zeng. "Cultivar Classification of Single Sweet Corn Seed Using Fourier Transform Near-Infrared Spectroscopy Combined with Discriminant Analysis." Applied Sciences 9, no. 8 (April 12, 2019): 1530. http://dx.doi.org/10.3390/app9081530.
Повний текст джерелаAmante, Salomone, Alladio, Vincenti, Porpiglia, and Bro. "Untargeted Metabolomic Profile for the Detection of Prostate Carcinoma—Preliminary Results from PARAFAC2 and PLS–DA Models." Molecules 24, no. 17 (August 22, 2019): 3063. http://dx.doi.org/10.3390/molecules24173063.
Повний текст джерелаEl Orche, Aimen, Amine Mamad, Omar Elhamdaoui, Amine Cheikh, Miloud El Karbane, and Mustapha Bouatia. "Comparison of Machine Learning Classification Methods for Determining the Geographical Origin of Raw Milk Using Vibrational Spectroscopy." Journal of Spectroscopy 2021 (December 8, 2021): 1–9. http://dx.doi.org/10.1155/2021/5845422.
Повний текст джерелаBevilacqua, Marta, and Rasmus Bro. "Can We Trust Score Plots?" Metabolites 10, no. 7 (July 8, 2020): 278. http://dx.doi.org/10.3390/metabo10070278.
Повний текст джерелаDvořáček, V., A. Prohasková, J. Chrpová, and L. Štočková. " Near infrared spectroscopy for deoxynivalenol content estimation in intact wheat grain." Plant, Soil and Environment 58, No. 4 (April 19, 2012): 196–203. http://dx.doi.org/10.17221/684/2011-pse.
Повний текст джерелаMalavi, Derick, Amin Nikkhah, Katleen Raes, and Sam Van Haute. "Hyperspectral Imaging and Chemometrics for Authentication of Extra Virgin Olive Oil: A Comparative Approach with FTIR, UV-VIS, Raman, and GC-MS." Foods 12, no. 3 (January 17, 2023): 429. http://dx.doi.org/10.3390/foods12030429.
Повний текст джерелаLasalvia, Maria, Vito Capozzi, and Giuseppe Perna. "A Comparison of PCA-LDA and PLS-DA Techniques for Classification of Vibrational Spectra." Applied Sciences 12, no. 11 (May 25, 2022): 5345. http://dx.doi.org/10.3390/app12115345.
Повний текст джерелаPrayitno, Yudha Agus, Aswita Emmawati, Sulistyo Prabowo, Krishna Purnawan Candra, and Anton Rahmadi. "AUTENTIKASI CEPAT MADU HUTAN KALIMATAN TIMUR DENGAN ATR-FTIR SPEKTROSKOPI KOMBINASI ANALISIS KEMOMETRIKA." Jurnal Teknologi dan Industri Pangan 32, no. 1 (December 2021): 181–89. http://dx.doi.org/10.6066/jtip.2021.32.2.181.
Повний текст джерелаJiang, Hongzhe, Yi Yang, and Minghong Shi. "Chemometrics in Tandem with Hyperspectral Imaging for Detecting Authentication of Raw and Cooked Mutton Rolls." Foods 10, no. 9 (September 9, 2021): 2127. http://dx.doi.org/10.3390/foods10092127.
Повний текст джерелаWang, Jiayue, Tongtong Li, Hailong Yang, Tian Hu, Lei Nie, Fei Wang, Manel Alcalà, and Hengchang Zang. "Geographical origin discrimination and polysaccharides quantitative analysis of Radix codonopsis with micro near-infrared spectrometer engine." Journal of Innovative Optical Health Sciences 11, no. 01 (November 20, 2017): 1850004. http://dx.doi.org/10.1142/s1793545818500049.
Повний текст джерелаCoombs, Cassius EO, Robert R. Liddle, and Luciano A. González. "Portable vibrational spectroscopic methods can discriminate between grass-fed and grain-fed beef." Journal of Near Infrared Spectroscopy 29, no. 6 (November 19, 2021): 321–29. http://dx.doi.org/10.1177/09670335211049506.
Повний текст джерелаKhan, Muhammad Nouman, Qianqian Wang, Bushra Sana Idrees, Geer Teng, Xutai Cui, and Kai Wei. "Discrimination of Melanoma Using Laser-Induced Breakdown Spectroscopy Conducted on Human Tissue Samples." Journal of Spectroscopy 2020 (December 30, 2020): 1–11. http://dx.doi.org/10.1155/2020/8826243.
Повний текст джерелаKhouja, Mariem, Ricardo N. M. J. Páscoa, Diana Melo, Anabela S. G. Costa, M. Antónia Nunes, Abdelhamid Khaldi, Chokri Messaoud, M. Beatriz P. P. Oliveira, and Rita C. Alves. "Lipid Profile Quantification and Species Discrimination of Pine Seeds through NIR Spectroscopy: A Feasibility Study." Foods 11, no. 23 (December 6, 2022): 3939. http://dx.doi.org/10.3390/foods11233939.
Повний текст джерелаScappaticci, Claudia, Stella Spera, Alessandra Biancolillo, and Federico Marini. "Detection and Quantification of Alprazolam Added to Long Drinks by Near Infrared Spectroscopy and Chemometrics." Molecules 27, no. 19 (September 28, 2022): 6420. http://dx.doi.org/10.3390/molecules27196420.
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