A novel hybrid filter/wrapper method for feature selection in archaeological ceramics classification by laser-induced breakdown spectroscopy-Reference-Cited by-同舟云学术

A novel hybrid filter/wrapper method for feature selection in archaeological ceramics classification by laser-induced breakdown spectroscopy

Published:2021 Issue:3 Volume:146 Page:1023-1031
ISSN:0003-2654
Container-title:The Analyst
language:en
Short-container-title:Analyst

Author:

Ruan Fangqi¹²³⁴⁵,Hou Lin⁶⁷⁸⁵,Zhang Tianlong¹²³⁴⁵^ORCID,Li Hua¹²³⁴⁵^ORCID

Affiliation:

1. Key Laboratory of Synthetic and Natural Functional Molecular Chemistry of Ministry of Education

2. College of Chemistry & Material Science

3. Northwest University

4. Xi'an

5. China

6. Laboratory Management Department

7. Xianyang Normal University

8. Xianyang

Abstract

Laser-induced breakdown spectroscopy (LIBS) has been appreciated as a valuable analytical tool in the cultural heritage field owing to its unique technological superiority, particularly in combination with chemometric methods.

Funder

National Natural Science Foundation of China

Natural Science Basic Research Program of Shaanxi Province

Scientific Research Plan Projects of Shaanxi Education Department

Xi'an Shiyou University

Publisher

Royal Society of Chemistry (RSC)

Subject

Electrochemistry,Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2021/AN/D0AN02045A

Reference43 articles.

1. Sparking new applications

2. Laser-Induced Breakdown Spectroscopy

3. Laser-induced breakdown spectroscopy in archeological science: a review of its application and future perspectives

4. Ring-Oven Based Preconcentration Technique for Microanalysis: Simultaneous Determination of Na, Fe, and Cu in Fuel Ethanol by Laser Induced Breakdown Spectroscopy

5. Novel approach of signal normalization for depth profile of cultural heritage materials

Cited by 16 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Machine learning in analytical chemistry for cultural heritage: A comprehensive review;Journal of Cultural Heritage;2024-11

2. Detecting Recent Research Trends and Applications of Some Molecular Archaeometric Analysis Techniques: A Review;Quaternary;2024-08-22

3. Comparative performance analysis of Boruta, SHAP, and Borutashap for disease diagnosis: A study with multiple machine learning algorithms;Network: Computation in Neural Systems;2024-03-21

4. Performance improvement of underwater LIBS qualitative and quantitative analysis by irradiating with long nanosecond pulses;The Analyst;2024

5. Rapid classification of whole milk powder and skimmed milk powder by laser-induced breakdown spectroscopy combined with feature processing method and logistic regression;Analytical Sciences;2023-12-11