Citation: Wei XIE, Fu Sheng NIE, Meng Long LI, Guang Ming LI, Min Chun LU. Alcohols' Classification by Infrared Spectra Segment Based on Support Vector Machines[J]. Chinese Chemical Letters, ;2006, 17(7): 929-932. shu

Alcohols' Classification by Infrared Spectra Segment Based on Support Vector Machines

College of Chemistry, Sichuan University, Chengdu 610064

Received Date: 26 December 2005

Fund Project: This work is partially supported by the National Natural Science Foundation of China (No. 29877016).

This paper studies various classifiers to identify primary, secondary or tertiary alcohols by using segmental spectra and their combinations to support vector machines (SVMs). The results showed that the O-H in-plane bending absorption contributed most to identification their substitute. This conclusion disagrees with related known research results.
- Infrared spectra,
- alcohols,
- support vector machine,
- information extraction
1. [1]
  Daheng Wen , Weiwei Fang , Yongmei Liu , Tao Tu . Valorization of carbon dioxide with alcohols. Chinese Chemical Letters, 2024, 35(7): 109394-. doi: 10.1016/j.cclet.2023.109394
2. [2]
  Jun Zhang , Zhiyao Zheng , Can Zhu . Stereochemical editing: Catalytic racemization of secondary alcohols and amines. Chinese Chemical Letters, 2024, 35(5): 109160-. doi: 10.1016/j.cclet.2023.109160
3. [3]
  Hui Peng , Xiao Wang , Weiguo Huang , Shuiyue Yu , Linghang Kong , Qilin Wei , Jialong Zhao , Bingsuo Zou . Efficient tunable visible and near-infrared emission in Sb³⁺/Sm³⁺-codoped Cs₂NaLuCl₆ for near-infrared light-emitting diode, triple-mode fluorescence anti-counterfeiting and information encryption. Chinese Chemical Letters, 2024, 35(11): 109462-. doi: 10.1016/j.cclet.2023.109462
4. [4]
  Zhikang Wu , Guoyong Dai , Qi Li , Zheyu Wei , Shi Ru , Jianda Li , Hongli Jia , Dejin Zang , Mirjana Čolović , Yongge Wei . POV-based molecular catalysts for highly efficient esterification of alcohols with aldehydes as acylating agents. Chinese Chemical Letters, 2024, 35(8): 109061-. doi: 10.1016/j.cclet.2023.109061
5. [5]
  Jindong Hao , Yufen Lv , Shuyue Tian , Chao Ma , Wenxiu Cui , Huilan Yue , Wei Wei , Dong Yi . Additive-free synthesis of β-keto phosphorodithioates via geminal hydro-phosphorodithiolation of sulfoxonium ylides with P₄S₁₀ and alcohols. Chinese Chemical Letters, 2024, 35(9): 109513-. doi: 10.1016/j.cclet.2024.109513
6. [6]
  Peng Wang , Jianjun Wang , Ni Song , Xin Zhou , Ming Li . Radical dehydroxymethylative fluorination of aliphatic primary alcohols and diverse functionalization of α-fluoroimides via BF₃·OEt₂-catalyzed C‒F bond activation. Chinese Chemical Letters, 2025, 36(1): 109748-. doi: 10.1016/j.cclet.2024.109748
7. [7]
  Feihu Wu , Gengwen Chen , Kaitao Lai , Shiqing Zhang , Yingchao Liu , Ruijian Luo , Xiaocong Wang , Pinzhi Cao , Yi Ye , Jiarong Lian , Junle Qu , Zhigang Yang , Xiaojun Peng . Non-specific/specific SERS spectra concatenation for precise bacteria classifications with few samples using a residual neural network. Chinese Chemical Letters, 2025, 36(1): 109884-. doi: 10.1016/j.cclet.2024.109884
8. [8]
  Minghao Hu , Tianci Xie , Yuqiang Hu , Longjie Li , Ting Wang , Tongbo Wu . Allosteric DNAzyme-based encoder for molecular information transfer. Chinese Chemical Letters, 2024, 35(7): 109232-. doi: 10.1016/j.cclet.2023.109232
9. [9]
  Yuyang Zhou , Ziwang Mao , Jing-Juan Xu . Recent advances in near infrared (NIR) electrochemiluminescence luminophores. Chinese Chemical Letters, 2024, 35(11): 109622-. doi: 10.1016/j.cclet.2024.109622
10. [10]
  Cheng Guo , Xiaoxiao Zhang , Xiujuan Hong , Yiqiu Hu , Lingna Mao , Kezhi Jiang . Graphene as adsorbent for highly efficient extraction of modified nucleosides in urine prior to liquid chromatography-tandem mass spectrometry analysis. Chinese Chemical Letters, 2024, 35(4): 108867-. doi: 10.1016/j.cclet.2023.108867
11. [11]
  Zixi Zou , Jingyuan Wang , Yian Sun , Qian Wang , Da-Hui Qu . Controlling molecular assembly on time scale: Time-dependent multicolor fluorescence for information encryption. Chinese Chemical Letters, 2024, 35(7): 108972-. doi: 10.1016/j.cclet.2023.108972
12. [12]
  Shuangying Li , Qingxiang Zhou , Zhi Li , Menghua Liu , Yanhui Li . Sensitive measurement of silver ions in environmental water samples integrating magnetic ion-imprinted solid phase extraction and carbon dot fluorescent sensor. Chinese Chemical Letters, 2024, 35(5): 108693-. doi: 10.1016/j.cclet.2023.108693
13. [13]
  Wen-Jun Xia , Yong-Jiang Wang , Yun-Fei Cao , Cai Sun , Xin-Xiong Li , Yan-Qiong Sun , Shou-Tian Zheng . A luminescent folded S-shaped high-nuclearity Eu₁₉-oxo-cluster embedded polyoxoniobate for information encryption. Chinese Chemical Letters, 2025, 36(2): 110248-. doi: 10.1016/j.cclet.2024.110248
14. [14]
  Ying Hou , Zhen Liu , Xiaoyan Liu , Zhiwei Sun , Zenan Wang , Hong Liu , Weijia Zhou . Laser constructed vacancy-rich TiO_2-x/Ti microfiber via enhanced interfacial charge transfer for operando extraction-SERS sensing. Chinese Chemical Letters, 2024, 35(9): 109634-. doi: 10.1016/j.cclet.2024.109634
15. [15]
  Wenxiang Ma , Xinyu He , Tianyi Chen , De-Li Ma , Hongzheng Chen , Chang-Zhi Li . Near-infrared non-fused electron acceptors for efficient organic photovoltaics. Chinese Chemical Letters, 2024, 35(4): 109099-. doi: 10.1016/j.cclet.2023.109099
16. [16]
  Yang Liu , Leilei Zhang , Kaixuan Liu , Ling-Ling Wu , Hai-Yu Hu . Penicillin G acylase-responsive near-infrared fluorescent probe: Unravelling biofilm regulation and combating bacterial infections. Chinese Chemical Letters, 2024, 35(11): 109759-. doi: 10.1016/j.cclet.2024.109759
17. [17]
  Huamei Zhang , Jingjing Liu , Mingyue Li , Shida Ma , Xucong Zhou , Aixia Meng , Weina Han , Jin Zhou . Imaging polarity changes in pneumonia and lung cancer using a lipid droplet-targeted near-infrared fluorescent probe. Chinese Chemical Letters, 2024, 35(12): 110020-. doi: 10.1016/j.cclet.2024.110020
18. [18]
  Manyu Zhu , Fei Liang , Lie Wu , Zihao Li , Chen Wang , Shule Liu , Xiue Jiang . Revealing the difference of Stark tuning rate between interface and bulk by surface-enhanced infrared absorption spectroscopy. Chinese Chemical Letters, 2025, 36(2): 109962-. doi: 10.1016/j.cclet.2024.109962
19. [19]
  Zixing Xu , Ruiying Chen , Chuanming Hao , Qionghong Xie , Chunhui Deng , Nianrong Sun . Peptidome data-driven comprehensive individualized monitoring of membranous nephropathy with machine learning. Chinese Chemical Letters, 2024, 35(5): 108975-. doi: 10.1016/j.cclet.2023.108975
20. [20]
  Yiwen Lin , Yijie Chen , Chunhui Deng , Nianrong Sun . Integration of resol/block-copolymer carbonization and machine learning: A convenient approach for precise monitoring of glycan-associated disorders. Chinese Chemical Letters, 2024, 35(12): 109813-. doi: 10.1016/j.cclet.2024.109813

Get Citation

PDF

XML

Metrics

PDF Downloads(0)
Abstract views(533)
HTML views(3)

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Address：Zhongguancun North First Street 2,100190 Beijing, PR China Tel: +86-010-82449177-888

DownLoad: Full-Size Img PowerPoint

Return