QSAR/QSPR analysis of large data sets using a fast variable selection approach based on K-nearest neighbor principle.

被引:0
|
作者
Xiao, YD [1 ]
Shen, M [1 ]
Tropsha, A [1 ]
机构
[1] Univ N Carolina, Sch Pharm, Lab Mol Modeling, Chapel Hill, NC 27599 USA
关键词
D O I
暂无
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
179-COMP
引用
收藏
页码:U490 / U490
页数:1
相关论文
共 50 条
  • [31] KNNCNV: A K-Nearest Neighbor Based Method for Detection of Copy Number Variations Using NGS Data
    Xie, Kun
    Liu, Kang
    Alvi, Haque A. K.
    Chen, Yuehui
    Wang, Shuzhen
    Yuan, Xiguo
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [32] K-nearest neighbor based on exploratory data analysis of curriculum models of Chinese early childhood education
    Liu, Hai
    He, Sirong
    Peng, Jiang
    [J]. HELIYON, 2024, 10 (14)
  • [33] Antitumor agents.: 213.: Modeling of epipodophyllotoxin derivatives using variable selection k nearest neighbor QSAR method
    Xiao, ZY
    Xiao, YD
    Feng, J
    Golbraikh, A
    Tropsha, A
    Lee, KH
    [J]. JOURNAL OF MEDICINAL CHEMISTRY, 2002, 45 (11) : 2294 - 2309
  • [34] Empirical Study on Indicators Selection Model Based on Nonparametric K-Nearest Neighbor Identification and R Clustering Analysis
    Liu, Yan
    Li, Zhan-jiang
    Zhen, Xue-jun
    [J]. COMPLEXITY, 2018,
  • [35] Hepatocellular Carcinoma Diagnosis Based on Ultrasound Images Using Feature Selection Techniques and K-nearest Neighbor Classifier
    Nanvaee, Fatemeh Azimi
    Setayeshi, Saeed
    [J]. HEPATITIS MONTHLY, 2023, 23 (01)
  • [36] TOBMI: trans-omics block missing data imputation using a k-nearest neighbor weighted approach
    Dong, Xuesi
    Lin, Lijuan
    Zhang, Ruyang
    Zhao, Yang
    Christiani, David C.
    Wei, Yongyue
    Chen, Feng
    [J]. BIOINFORMATICS, 2019, 35 (08) : 1278 - 1283
  • [37] Analysis of Synthetic Data Utilization with Generative Adversarial Network in Flood Classification using K-Nearest Neighbor Algorithm
    Afriza, Wahyu
    Riasetiawan, Mardhani
    Tyas, Dyah Aruming
    [J]. International Journal of Advanced Computer Science and Applications, 2023, 14 (12): : 678 - 683
  • [38] Analysis of Synthetic Data Utilization with Generative Adversarial Network in Flood Classification using K-Nearest Neighbor Algorithm
    Afriza, Wahyu
    Riasetiawan, Mardhani
    Tyas, Dyah Aruming
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (12) : 678 - 683
  • [39] SENTIMENT ANALYSIS ON USER SATISFACTION LEVEL OF CELLULAR DATA SERVICE USING THE K-NEAREST NEIGHBOR (K-NN) ALGORITHM
    Wibawa, Desdwyatma Wahyu
    Nasrun, Muhammad
    Setianingsih, Casi
    [J]. 2018 INTERNATIONAL CONFERENCE ON CONTROL, ELECTRONICS, RENEWABLE ENERGY AND COMMUNICATIONS (ICCEREC), 2018, : 235 - 241
  • [40] Convective/Stratiform Precipitation Classification Using Ground-Based Doppler Radar Data Based on the K-Nearest Neighbor Algorithm
    Yang, Zhida
    Liu, Peng
    Yang, Yi
    [J]. REMOTE SENSING, 2019, 11 (19)