Geographical traceability of germplasm resources of Paris polyphylla var. yunnanensis based on multi-block information integration platform

Alinaghi, 2020, Common and distinct variation in data fusion of designed experimental data, Metabolomics, 16, 1, 10.1007/s11306-019-1622-2 Amirvaresi, 2021, Comparison of near-infrared (NIR) and mid-infrared (MIR) spectroscopy based on chemometrics for saffron authentication and adulteration detection, Food Chemistry, 334, 128647, 10.1016/j.foodchem.2020.128647 Biancolillo, 2019, The sequential and orthogonalized PLS regression for multiblock regression: theory, examples, and extensions, 31, 157 Biancolillo, 2014, Data-fusion for multiplatform characterization of an Italian craft beer aimed at its authentication, Analytica Chimica Acta, 820, 23, 10.1016/j.aca.2014.02.024 Biancolillo, 2015, Combining SO-PLS and linear discriminant analysis for multi-block classification, Chemometrics and Intelligent Laboratory Systems, 141, 58, 10.1016/j.chemolab.2014.12.001 Biancolillo, 2020, SO-CovSel: a novel method for variable selection in a multiblock framework, Journal of Chemometrics, 34 Chang, 2011, LIBSVM: a library for support vector machines, ACM Transactions on Intelligent Systems and Technology, 2, 1, 10.1145/1961189.1961199 Chen, 2009, Appraisement and utilization of Paris polyphally var. yunnanensis (Fr.) hand from different geographical provenances, Southwest China Journal of Agricultural Sciences, 22, 1722 Chen, 2020, Identification of ginseng according to geographical origin by near-infrared spectroscopy and pattern recognition, Vibrational Spectroscopy, 110, 10.1016/j.vibspec.2020.103149 Chen, 2021, Study on effects of sweating treatment and different drying methods on the quality of Gentianae macrophyllae Radix, Scientific Reports, 11, 9717, 10.1038/s41598-021-88511-1 Chen, 2019, Quality evaluation of decoction pieces of Rhizoma Atractylodis Macrocephalae by near infrared spectroscopy coupled with chemometrics, Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 221, 117169, 10.1016/j.saa.2019.117169 Chen, 2019, Variety identification of orchids using fourier transform infrared spectroscopy combined with stacked sparse auto-encoder, Molecules, 24, 2506, 10.3390/molecules24132506 Dogan, 2019, Improved inverse gravity moment term weighting for text classification, Expert Systems with Applications, 130, 45, 10.1016/j.eswa.2019.04.015 Huang, 2018, Classification and identification of molecules through factor analysis method based on terahertz spectroscopy, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 198, 198, 10.1016/j.saa.2018.03.017 Jiang, 2010, Recent analytical approaches in quality control of traditional Chinese medicines-a review, Analytica Chimica Acta, 657, 9, 10.1016/j.aca.2009.10.024 Jiménez-Carvelo, 2021, PLS-DA vs sparse PLS-DA in food traceability. A case study: authentication of avocado samples, Talanta, 224, 121904, 10.1016/j.talanta.2020.121904 Karayiğit, 2021, Detecting abusive Instagram comments in Turkish using convolutional Neural network and machine learning methods, Expert Systems with Applications, 174, 10.1016/j.eswa.2021.114802 Khodabakhshian, 2020, Pattern recognition-based Raman spectroscopy for non-destructive detection of pomegranates during maturity, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 231, 10.1016/j.saa.2020.118127 Lee, 2018, Partial least squares-discriminant analysis (PLS-DA) for classification of high-dimensional (HD) data: a review of contemporary practice strategies and knowledge gaps, Analyst, 143, 3526, 10.1039/C8AN00599K Lei, 2021, A comprehensive quality evaluation of Fuzi and its processed product through integration of UPLC-QTOF/MS combined MS/MS-based mass spectral molecular networking with multivariate statistical analysis and HPLC-MS/MS, Journal of Ethnopharmacology, 266, 113455, 10.1016/j.jep.2020.113455 Liu, 2018, Quality transitivity and traceability system of herbal medicine products based on quality markers, Phytomedicine, 44, 247, 10.1016/j.phymed.2018.03.006 Liu, 2020, A fast multi-source information fusion strategy based on FTIR spectroscopy for geographical authentication of wild Gentiana rigescens, Microchemical Journal, 159, 105360, 10.1016/j.microc.2020.105360 Liu, 2019, Rapid identification and quantification of Panax notoginseng with its adulterants by near infrared spectroscopy combined with chemometrics, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 206, 23, 10.1016/j.saa.2018.07.094 Liu, 2020, Quality evaluation of traditional Chinese medicines based on fingerprinting, Journal of Separation Science, 43, 6, 10.1002/jssc.201900365 Liu, 2012, Comparative study on hemostatic, cytotoxic and hemolytic activities of different species of Paris L, Journal of Ethnopharmacology, 142, 789, 10.1016/j.jep.2012.05.065 Liu, 2021, Multi-platform integration based on NIR and UV–Vis spectroscopies for the geographical traceability of the fruits of Amomum tsao-ko, Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 258, 119872, 10.1016/j.saa.2021.119872 Man, 2018, Antitumor and anti-metastatic mechanisms of Rhizoma paridis saponins in Lewis mice, Environmental Toxicology, 33, 149, 10.1002/tox.22501 Mishra, 2021, A synergistic use of chemometrics and deep learning improved the predictive performance of near-infrared spectroscopy models for dry matter prediction in mango fruit, Chemometrics and Intelligent Laboratory Systems, 212, 104287, 10.1016/j.chemolab.2021.104287 Mishra, 2020, New data preprocessing trends based on ensemble of multiple preprocessing techniques, TrAC Trends in Analytical Chemistry, 132, 10.1016/j.trac.2020.116045 Mishra, 2021, Recent trends in multi-block data analysis in chemometrics for multi-source data integration, TrAC Trends in Analytical Chemistry, 137, 10.1016/j.trac.2021.116206 Næs, 2011, Path modelling by sequential PLS regression, Journal of Chemometrics, 25, 28, 10.1002/cem.1357 Neves, 2020, Authentication and identification of adulterants in virgin coconut oil using ATR/FTIR in tandem with DD-SIMCA one class modeling, Talanta, 219, 121338, 10.1016/j.talanta.2020.121338 Pang, 2019, Polyphyllin VII promotes apoptosis and autophagic cell death via ROS-inhibited AKT activity, and sensitizes glioma cells to temozolomide, Oxidative Medicine and Cellular Longevity, 2019, 1 Pei, 2019, Data fusion of fourier transform mid-infrared (MIR) and near-infrared (NIR) spectroscopies to identify geographical origin of wild Paris polyphylla var. Yunnanensis, Molecules, 24, 2559, 10.3390/molecules24142559 Pérez-Rodríguez, 2020, Fast spark discharge-laser-induced breakdown spectroscopy method for rice botanic origin determination, Food Chemistry, 331, 127051, 10.1016/j.foodchem.2020.127051 Rabatel, 2020, VSN: variable sorting for normalization, Journal of Chemometrics, 34, e316, 10.1002/cem.3164 Rana, 2020, Performance evaluation of MLE, RF and SVM classification algorithms for watershed scale land use/land cover mapping using sentinel 2 bands, Remote Sensing Applications: Society and Environment, 19 Ren, 2021, UV spectroscopy and HPLC combined with chemometrics for rapid discrimination and quantification of Curcumae Rhizoma from three botanical origins, Journal of Pharmaceutical and Biomedical Analysis, 202, 114145, 10.1016/j.jpba.2021.114145 Wang, 2013, Chemotaxonomic study of the genus Paris based on steroidal saponins, Biochemical Systematics and Ecology, 48, 163, 10.1016/j.bse.2012.12.011 Wang., 2016, Study on application of NIR spectral information screening in identification of maca origin, Spectroscopy and Spectral Analysis, 36, 394 Wu, 2018, Traceability of wild Paris polyphylla Smith var. yunnanensis based on data fusion strategy of FT-MIR and UV–Vis combined with SVM and random forest, Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 205, 479, 10.1016/j.saa.2018.07.067 Xuan, 2020, Genetic differences and variation in polysaccharide antioxidant activity found in germplasm resources for Job’s tears(Coix lacryma-jobi L.), Botany, 98, 651, 10.1139/cjb-2019-0182 Yun, 2019, An overview of variable selection methods in multivariate analysis of near-infrared spectra, TrAC Trends in Analytical Chemistry, 113, 102, 10.1016/j.trac.2019.01.018 Zhou, 2019, Information fusion for multi-source material data: progress and challenges, Applied Sciences, 9, 3473, 10.3390/app9173473