Machine learning and neural network approaches to feature selection and extraction for classification

被引:1
|
作者
Russell, I [1 ]
Markov, Z
Carse, B
Pipe, AG
Holder, LB
机构
[1] Univ Hartford, Hartford, CT 06117 USA
[2] Cent Connecticut State Univ, New Britain, CT 06050 USA
[3] Univ W England, Bristol BS16 1QY, Avon, England
[4] Univ Texas, Arlington, TX 76019 USA
关键词
D O I
10.1142/S0218001405003995
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:129 / 132
页数:4
相关论文
共 50 条
  • [1] Feature Selection for Text Classification Using Machine Learning Approaches
    K. Thirumoorthy
    K. Muneeswaran
    [J]. National Academy Science Letters, 2022, 45 : 51 - 56
  • [2] Feature Selection for Text Classification Using Machine Learning Approaches
    Thirumoorthy, K.
    Muneeswaran, K.
    [J]. NATIONAL ACADEMY SCIENCE LETTERS-INDIA, 2022, 45 (01): : 51 - 56
  • [3] Feature Extraction, Feature Selection and Machine Learning for Image Classification: A Case Study
    Popescu, Madalina Cosmina
    Sasu, Lucian Mircea
    [J]. 2014 INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT (OPTIM), 2014, : 968 - 973
  • [4] Unsupervised neural network learning procedures for feature extraction and classification
    Becker, S
    Plumbley, M
    [J]. APPLIED INTELLIGENCE, 1996, 6 (03) : 185 - 203
  • [5] Feature extraction and selection of neural network
    Wu, CD
    Gao, F
    Ma, SH
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 1103 - 1106
  • [6] Optimizing Feature Selection for Solar Park Classification: Approaches with OBIA and Machine Learning
    Ladisa, Claudio
    Capolupo, Alessandra
    Tarantino, Eufemia
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS-ICCSA 2024 WORKSHOPS, PT V, 2024, 14819 : 286 - 301
  • [7] New feature Selection method based on neural network and machine learning
    Challita, Nicole
    Khalil, Mohamad
    Beauseroy, Pierre
    [J]. 2016 IEEE INTERNATIONAL MULTIDISCIPLINARY CONFERENCE ON ENGINEERING TECHNOLOGY (IMCET), 2016, : 81 - 84
  • [8] Algorithm learning based neural network integrating feature selection and classification
    Yoon, Hyunsoo
    Park, Cheong-Sool
    Kim, Jun Seok
    Baek, Jun-Geol
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (01) : 231 - 241
  • [9] Feature Extraction and Classification of Dementia with Neural Network
    Akhila, J. A.
    Markose, Christin
    Aneesh, R. P.
    [J]. 2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT), 2017, : 1446 - 1450
  • [10] sEMG signal classification with novel feature extraction using different machine learning approaches
    Narayan, Yogendra
    Mathew, Lini
    Chatterji, S.
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (05) : 5099 - 5109