4.6 Article

Determination of the Geographical Origin of Coffee Beans Using Terahertz Spectroscopy Combined With Machine Learning Methods

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Spectroscopy

Geographical discrimination and adulteration analysis for edible oils using two-dimensional correlation spectroscopy and convolutional neural networks (CNNs)

Yan Liu et al.

Summary: A novel method for discrimination and adulteration analysis of edible oils was proposed using convolutional neural networks. The results showed high prediction accuracy and potential for practical applications in the field of edible oil analysis.

SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY (2021)

Article Astronomy & Astrophysics

Classification for Unrecognized Spectra in LAMOST DR6 Using Generalization of Convolutional Neural Networks

Zi-Peng Zheng et al.

PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC (2020)

Article Chemistry, Analytical

Classification Modeling Method for Near-Infrared Spectroscopy of Tobacco Based on Multimodal Convolution Neural Networks

Lei Zhang et al.

JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY (2020)

Article Chemistry, Applied

Distinguishing the region-of-origin of roasted coffee beans with trace element ratios

Nicholas Q. Bitter et al.

FOOD CHEMISTRY (2020)

Article Instruments & Instrumentation

Burn wound assessment system using near-infrared hyperspectral imaging and deep transfer features

Pin Wang et al.

INFRARED PHYSICS & TECHNOLOGY (2020)

Article Agriculture, Multidisciplinary

GC-MS profiling of fatty acids in green coffee (Coffea arabica L.) beans and chemometric modeling for tracing geographical origins from Ethiopia

Bewketu Mehari et al.

JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE (2019)

Article Spectroscopy

Detection of Genetically Modified Sugarcane by Using Terahertz Spectroscopy and Chemometrics

J. Liu et al.

JOURNAL OF APPLIED SPECTROSCOPY (2018)

Article Radiology, Nuclear Medicine & Medical Imaging

Deep learning approaches for detection and removal of ghosting artifacts in MR spectroscopy

Sreenath P. Kyathanahally et al.

MAGNETIC RESONANCE IN MEDICINE (2018)

Review Instruments & Instrumentation

Sensing with terahertz radiation: a review of recent progress

Robert Bogue

SENSOR REVIEW (2018)

Article Spectroscopy

Terahertz time-domain attenuated total reflection spectroscopy applied to the rapid discrimination of the botanical origin of honeys

Wen Liu et al.

SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY (2018)

Article Environmental Sciences

Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting

Jacopo Acquarelli et al.

REMOTE SENSING (2018)

Article Chemistry, Multidisciplinary

Accurate Determination of Geographical Origin of Tea Based on Terahertz Spectroscopy

Mingliang Li et al.

APPLIED SCIENCES-BASEL (2017)

Article Chemistry, Applied

Profiling of phenolic compounds using UPLC-MS for determining the geographical origin of green coffee beans from Ethiopia

Bewketu Mehari et al.

JOURNAL OF FOOD COMPOSITION AND ANALYSIS (2016)

Article Food Science & Technology

UV Raman spectroscopy for the characterization of strongly fluorescing beverages

Rasha M. El-Abassy et al.

LWT-FOOD SCIENCE AND TECHNOLOGY (2015)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

Article Engineering, Electrical & Electronic

Identification of GMOs by terahertz spectroscopy and ALAP-SVM

Jianjun Liu et al.

OPTICAL AND QUANTUM ELECTRONICS (2015)

Article Engineering, Electrical & Electronic

A THz spectroscopy nondestructive identification method for transgenic cotton seed based on GA-SVM

Jianjun Liu et al.

OPTICAL AND QUANTUM ELECTRONICS (2015)

Article Food Science & Technology

Geographical and genotypic segmentation of arabica coffee using self-organizing maps

Jade Varaschim Link et al.

FOOD RESEARCH INTERNATIONAL (2014)

Article Agriculture, Multidisciplinary

Detection of Melamine in Foods Using Terahertz Time-Domain Spectroscopy

Seung Hyun Baek et al.

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY (2014)

Review Food Science & Technology

Raman spectroscopy in the analysis of food and pharmaceutical nanomaterials

Ying-Sing Li et al.

JOURNAL OF FOOD AND DRUG ANALYSIS (2014)

Article Chemistry, Analytical

Chemical Mapping of Pharmaceutical Cocrystals Using Terahertz Spectroscopic Imaging

Danielle M. Charron et al.

ANALYTICAL CHEMISTRY (2013)

Review Instruments & Instrumentation

The Detection of Agricultural Products and Food Using Terahertz Spectroscopy: A Review

Jianyuan Qin et al.

APPLIED SPECTROSCOPY REVIEWS (2013)

Article Food Science & Technology

Application of artificial neural networks in the geographical identification of coffee samples

Dionisio Borsato et al.

EUROPEAN FOOD RESEARCH AND TECHNOLOGY (2011)

Review Chemistry, Analytical

Variables selection methods in near-infrared spectroscopy

Zou Xiaobo et al.

ANALYTICA CHIMICA ACTA (2010)

Article Automation & Control Systems

Support vector machines (SVM) in near infrared (NIR) spectroscopy: Focus on parameters optimization and model interpretation

Olivier Devos et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2009)

Article Physics, Applied

Terahertz electromagnetic interactions with biological matter and their applications

Joo-Hiuk Son

JOURNAL OF APPLIED PHYSICS (2009)

Article Chemistry, Analytical

Near infrared spectroscopy: An analytical tool to predict coffee roasting degree

Laura Alessandrini et al.

ANALYTICA CHIMICA ACTA (2008)

Article Chemistry, Analytical

Coffee varietal differentiation based on near infrared spectroscopy

I. Esteban-Diez et al.

TALANTA (2007)

Article Agriculture, Multidisciplinary

Chemical discrimination of arabica and robusta coffees by Fourier transform Raman spectroscopy

AB Rubayiza et al.

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY (2005)

Review Chemistry, Physical

Materials for terahertz science and technology

B Ferguson et al.

NATURE MATERIALS (2002)

Article Agriculture, Multidisciplinary

Chemical profiling to differentiate geographic growing origins of coffee

KA Anderson et al.

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY (2002)

Article Agriculture, Multidisciplinary

Characterization of espresso coffee aroma by static headspace GC-MS and sensory flavor profile

L Maeztu et al.

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY (2001)