Rapid identification of geographical origin of sea cucumbers Apostichopus japonicus using FT-NIR coupled with light gradient boosting machine
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Rapid identification of geographical origin of sea cucumbers Apostichopus japonicus using FT-NIR coupled with light gradient boosting machine
Authors
Keywords
Geographical origin, Sea cucumber, lightGBM, Machine learning
Journal
FOOD CONTROL
Volume 124, Issue -, Pages 107883
Publisher
Elsevier BV
Online
2021-01-19
DOI
10.1016/j.foodcont.2021.107883
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- On-line vis-NIR spectroscopy prediction of soil organic carbon using machine learning
- (2019) S. Nawar et al. SOIL & TILLAGE RESEARCH
- Food monitoring: Screening of the geographical origin of white asparagus using FT-NIR and machine learning
- (2019) Bernadette Richter et al. FOOD CONTROL
- Authentication of the sea cucumber ( Apostichopus japonicus ) using amino acids carbon stable isotope fingerprinting
- (2018) Xinda Zhao et al. FOOD CONTROL
- Elemental analysis of sea cucumber from five major production sites in China: A chemometric approach1
- (2018) Xuming Kang et al. FOOD CONTROL
- A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra
- (2018) Andre Carnieletto Dotto et al. GEODERMA
- SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
- (2018) Alberto Fernandez et al. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
- Non-destructive geographical traceability of sea cucumber ( Apostichopus japonicus ) using near infrared spectroscopy combined with chemometric methods
- (2018) Xiuhan Guo et al. Royal Society Open Science
- Bioactive compounds and biological functions of sea cucumbers as potential functional foods
- (2018) Cheng Xu et al. Journal of Functional Foods
- Effect of oil spill on compound-specific stable carbon isotope composition of amino acid in Nitzschia closterium and Heterosigma akashiwo
- (2018) Na Li et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Discrimination of dried sea cucumber (Apostichopus japonicus) products from different geographical origins by sequential windowed acquisition of all theoretical fragment ion mass spectra (SWATH-MS)-based proteomic analysis and chemometrics
- (2018) Hongwei Zhang et al. FOOD CHEMISTRY
- Identifying the geographical origin of protected sea cucumbers (Apostichopus japonicus) in China using random amplified polymorphic DNA polymerase chain reaction (RAPD-PCR)
- (2017) Zhenyu Yun et al. FOOD SCIENCE AND BIOTECHNOLOGY
- The application of compound-specific isotope analysis of fatty acids for traceability of sea cucumber (Apostichopus japonicus ) in the coastal areas of China
- (2017) Yu Liu et al. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE
- Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy
- (2016) Antonios Morellos et al. BIOSYSTEMS ENGINEERING
- A Review of Sea Cucumber Aquaculture, Ranching, and Stock Enhancement in China
- (2016) Qingxi Han et al. Reviews in Fisheries Science & Aquaculture
- Determination of the triterpene glycosides in sea cucumbers by liquid chromatography with evaporative light scattering and mass spectrometry detection
- (2015) Jie Yang et al. JOURNAL OF SEPARATION SCIENCE
- Historical, cultural and social perspectives on luxury seafood consumption in China
- (2011) MICHAEL FABINYI ENVIRONMENTAL CONSERVATION
- High-Value Components and Bioactives from Sea Cucumbers for Functional Foods—A Review
- (2011) Sara Bordbar et al. Marine Drugs
- Serial exploitation of global sea cucumber fisheries
- (2010) Sean C Anderson et al. FISH AND FISHERIES
- Learning from Imbalanced Data
- (2009) Haibo He et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Chemical and physical fronts in the Bohai, Yellow and East China seas
- (2009) Chen-Tung Arthur Chen JOURNAL OF MARINE SYSTEMS
- Review of the most common pre-processing techniques for near-infrared spectra
- (2009) Åsmund Rinnan et al. TRAC-TRENDS IN ANALYTICAL CHEMISTRY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started