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Implementation of chemometrics in quality evaluation of food and beverages

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Ning Liang, Sashuang Sun, Chu Zhang, Yong He & Zhengjun Qiu. (2022) Advances in infrared spectroscopy combined with artificial neural network for the authentication and traceability of food. Critical Reviews in Food Science and Nutrition 62:11, pages 2963-2984.
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Kamal Gandhi, Rajan Sharma, Raman Seth, Akshay Ramani & Bimlesh Mann. (2023) Mineral oil detection in ghee using attenuated total reflectance-fourier transform infrared spectroscopy (ATR-FTIR) in conjunction with chemometrics. Food and Humanity 1, pages 1523-1530.
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Isadora Cristina Marteli da Silva, José Guilherme Abich, Natalia Bechi Maurer, Jocelene Soares, Demis Faqui Pessatto, Roberta Oliveira Santos, Gilson Augusto Helfer & Adilson Ben da Costa. (2023) Fast and low‐cost method for direct and simultaneous determination of nitrogen and carbon in soybean leaves using benchtop and portable near‐infrared devices . Journal of the Science of Food and Agriculture.
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Mahbuba Islam, Anna Kaczmarek, Magdalena Montowska & Jolanta Tomaszewska-Gras. (2023) Comparing Different Chemometric Approaches to Detect Adulteration of Cold-Pressed Flaxseed Oil with Refined Rapeseed Oil Using Differential Scanning Calorimetry. Foods 12:18, pages 3352.
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Ben de Lacy Costello, Martyna N. Wieczorek & Natalia Drabinska. (2023) Editorial: The use of volatile compounds analysis for the assessment of food and beverage quality. Frontiers in Nutrition 10.
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R. Banu Priya, R. Rashmitha, G. Sai Preetham, V. Chandrasekar, R. Jagan Mohan, V. R. Sinija & R. Pandiselvam. (2022) Detection of Adulteration in Coconut Oil and Virgin Coconut Oil Using Advanced Analytical Techniques: A Review. Food Analytical Methods 15:11, pages 2917-2930.
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Jianping Zhao, Mei Wang, Seethapathy G. Saroja & Ikhlas A. Khan. (2022) NMR technique and methodology in botanical health product analysis and quality control. Journal of Pharmaceutical and Biomedical Analysis 207, pages 114376.
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Luis Cuadros-Rodríguez, Fidel Ortega-Gavilán, Sandra Martín-Torres, Alejandra Arroyo-Cerezo & Ana M. Jiménez-Carvelo. (2021) Chromatographic Fingerprinting and Food Identity/Quality: Potentials and Challenges. Journal of Agricultural and Food Chemistry 69:48, pages 14428-14434.
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Sebastián Escobar, Margareth Santander, Martha Zuluaga, Iván Chacón, Jader Rodríguez & Fabrice Vaillant. (2021) Fine cocoa beans production: Tracking aroma precursors through a comprehensive analysis of flavor attributes formation. Food Chemistry 365, pages 130627.
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Graciela Artavia, Carolina Cortés-Herrera & Fabio Granados-Chinchilla. (2021) Selected Instrumental Techniques Applied in Food and Feed: Quality, Safety and Adulteration Analysis. Foods 10:5, pages 1081.
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Margareth Santander, Fabrice Vaillant, Diana Sinuco, Jader Rodríguez & Sebastián Escobar. (2021) Enhancement of fine flavour cocoa attributes under a controlled postharvest process. Food Research International 143, pages 110236.
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Alper Soyler, Sevil Cikrikci, Cagri Cavdaroglu, Dylan Bouillaud, Jonathan Farjon, Patrick Giraudeau & Mecit H. Oztop. (2021) Multi-scale benchtop 1H NMR spectroscopy for milk analysis. LWT 139, pages 110557.
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Eduarda Mendes & Noélia Duarte. (2021) Mid-Infrared Spectroscopy as a Valuable Tool to Tackle Food Analysis: A Literature Review on Coffee, Dairies, Honey, Olive Oil and Wine. Foods 10:2, pages 477.
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Khaoula Elhadef, Slim Smaoui, Hajer Ben Hlima, Karim Ennouri, Mariam Fourati, Ahlem Chakchouk Mtibaa, Monia Ennouri & Lotfi Mellouli. (2020) Effects of Ephedra alata extract on the quality of minced beef meat during refrigerated storage: A chemometric approach. Meat Science 170, pages 108246.
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R. Ríos-Reina, S.M. Azcarate, J.M. Camiña & R.M. Callejón. (2020) Sensory and spectroscopic characterization of Argentinean wine and balsamic vinegars: A comparative study with European vinegars. Food Chemistry 323, pages 126791.
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Evanthia Manthou, Sergio-Llaneza Lago, Evaggelos Dagres, Alexandra Lianou, Panagiotis Tsakanikas, Efstathios Z. Panagou, Maria Anastasiadi, Fady Mohareb & George–John E. Nychas. (2020) Application of spectroscopic and multispectral imaging technologies on the assessment of ready-to-eat pineapple quality: A performance evaluation study of machine learning models generated from two commercial data analytics tools. Computers and Electronics in Agriculture 175, pages 105529.
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Werickson Fortunato de Carvalho Rocha, Charles Bezerra do Prado & Niksa Blonder. (2020) Comparison of Chemometric Problems in Food Analysis using Non-Linear Methods. Molecules 25:13, pages 3025.
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Hadi Parastar, Geert van Kollenburg, Yannick Weesepoel, André van den Doel, Lutgarde Buydens & Jeroen Jansen. (2020) Integration of handheld NIR and machine learning to “Measure & Monitor” chicken meat authenticity. Food Control 112, pages 107149.
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Laetitia Théron, Thierry Sayd, Christophe Chambon, Antoine Vautier, Claude Ferreira, Laurent Aubry, Vincenza Ferraro & Véronique Santé-Lhoutellier. (2020) Toward the prediction of PSE-like muscle defect in hams: Using chemometrics for the spectral fingerprinting of plasma. Food Control 109, pages 106929.
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Vanessa Giannetti, Maurizio Boccacci Mariani, Federico Marini, Paola Torrelli & Alessandra Biancolillo. (2019) Flavour fingerprint for the differentiation of Grappa from other Italian distillates by GC-MS and chemometrics. Food Control 105, pages 123-130.
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Rodrigo N. Cavalcanti, Celso F. Balthazar, Erick A. Esmerino, Mônica Q. Freitas, Márcia C. Silva, Renata S.L. Raices, Jorge A.W. Gut, Adriano G. Cruz & Carmen C. Tadini. (2019) Correlation between the dielectric properties and the physicochemical characteristics and proximate composition of whole, semi-skimmed and skimmed sheep milk using chemometric tools. International Dairy Journal 97, pages 120-130.
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Ahmad Rois Mansur, Dong-Ho Seo, Eun-Ji Song, Nho-Eul Song, Sun Hye Hwang, Miyoung Yoo & Tae Gyu Nam. (2019) Identifying potential spoilage markers in beef stored in chilled air or vacuum packaging by HS-SPME-GC-TOF/MS coupled with multivariate analysis. LWT 112, pages 108256.
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Ana M. Jiménez-Carvelo, Antonio González-Casado, M. Gracia Bagur-González & Luis Cuadros-Rodríguez. (2019) Alternative data mining/machine learning methods for the analytical evaluation of food quality and authenticity – A review. Food Research International 122, pages 25-39.
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Albert Linton Charles & Mochammad Amin Alamsjah. (2019) Application of chemometric techniques: An innovative approach to discriminate two seaweed cultivars by physico-functional properties. Food Chemistry 289, pages 269-277.
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José Raúl Belmonte-Sánchez, Roberto Romero-González, Francisco Javier Arrebola, José Luis Martínez Vidal & Antonia Garrido Frenich. (2019) An Innovative Metabolomic Approach for Golden Rum Classification Combining Ultrahigh-Performance Liquid Chromatography–Orbitrap Mass Spectrometry and Chemometric Strategies. Journal of Agricultural and Food Chemistry 67:4, pages 1302-1311.
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Xiaoteng Zhou, Mark Patrick Taylor, Helen Salouros & Shiva Prasad. (2018) Authenticity and geographic origin of global honeys determined using carbon isotope ratios and trace elements. Scientific Reports 8:1.
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Barbara Scaglia, Fulvia Tambone, Luca Corno, Valentina Orzi, Yuri Lazzarini, Gilberto Garuti & Fabrizio Adani. (2018) Potential agronomic and environmental properties of thermophilic anaerobically digested municipal sewage sludge measured by an unsupervised and a supervised chemometric approach. Science of The Total Environment 637-638, pages 791-802.
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Mario O. Salazar, Pablo L. Pisano, Manuel González Sierra & Ricardo L.E. Furlan. (2018) NMR and multivariate data analysis to assess traceability of argentine citrus. Microchemical Journal 141, pages 264-270.
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Yaxi Hu, Liang Zou, Xiaolin Huang & Xiaonan Lu. (2017) Detection and quantification of offal content in ground beef meat using vibrational spectroscopic-based chemometric analysis. Scientific Reports 7:1.
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