Hybridisation of feature selection and classification techniques in credit risk assessment modelling

被引:0
|
作者
Sakri, Sapiah [1 ]
Othman, Jaizah [2 ]
Halid, Noreha [3 ]
机构
[1] College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, Riyadh,11671, Saudi Arabia
[2] DCU Business School, Dublin City University, Glasnevin, Dublin 9, Ireland
[3] College of Business Administration, Princess Nourah Bint Abdulrahman University, Riyadh,11671, Saudi Arabia
关键词
716.1 Information Theory and Signal Processing - 723.4.2 Machine Learning - 903.1 Information Sources and Analysis - 914.1 Accidents and Accident Prevention - 921.4 Combinatorial Mathematics; Includes Graph Theory; Set Theory - 961 Systems Science - 971 Social Sciences;
D O I
暂无
中图分类号
学科分类号
摘要
Decision trees
引用
收藏
页码:367 / 380
相关论文
共 50 条
  • [41] Assessment of Feature Extraction Techniques for Hyperspectral Image Classification
    Mourya, Diwaker
    Dutta, Maitreyee
    2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTER ENGINEERING AND APPLICATIONS (ICACEA), 2015, : 499 - 502
  • [42] Feature Selection and Classification for Assessment of Chronic Stroke Impairment
    Jung, Jae-Yoon
    Glasgow, Janice I.
    Scott, Stephen H.
    8TH IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING, VOLS 1 AND 2, 2008, : 788 - +
  • [43] Business-Oriented Feature Selection for Hybrid Classification Model of Credit Scoring
    Chornous, Galyna
    Nikolskyi, Ihor
    2018 IEEE SECOND INTERNATIONAL CONFERENCE ON DATA STREAM MINING & PROCESSING (DSMP), 2018, : 397 - 401
  • [44] Attack classification using feature selection techniques: a comparative study
    Ankit Thakkar
    Ritika Lohiya
    Journal of Ambient Intelligence and Humanized Computing, 2021, 12 : 1249 - 1266
  • [45] Biological Feature Selection and Classification Techniques for Intrusion Detection on BAT
    Satheesh Narayanasami
    Sudhakar Sengan
    Saira Khurram
    Farrukh Arslan
    Suresh Kumar Murugaiyan
    Regin Rajan
    Vijayakumar Peroumal
    Anil Kumar Dubey
    Sujatha Srinivasan
    Dilip Kumar Sharma
    Wireless Personal Communications, 2022, 127 : 1763 - 1785
  • [46] Impact of feature selection techniques in Text Classification: An Experimental study
    Basha, S. Rahamat
    Rani, J. Keziya
    Yadav, J. J. C. Prasad
    Kumar, G. Ravi
    JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES, 2019, : 39 - 51
  • [47] Improving Feature Selection for Credit Scoring Classification Using a Novel Hybrid Algorithm
    Qasim, Omar Saber
    Algamal, Zakariya Yahya
    THAILAND STATISTICIAN, 2021, 19 (03): : 593 - 605
  • [48] Attack classification using feature selection techniques: a comparative study
    Thakkar, Ankit
    Lohiya, Ritika
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (01) : 1249 - 1266
  • [49] Biological Feature Selection and Classification Techniques for Intrusion Detection on BAT
    Narayanasami, Satheesh
    Sengan, Sudhakar
    Khurram, Saira
    Arslan, Farrukh
    Murugaiyan, Suresh Kumar
    Rajan, Regin
    Peroumal, Vijayakumar
    Dubey, Anil Kumar
    Srinivasan, Sujatha
    Sharma, Dilip Kumar
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 127 (02) : 1763 - 1785
  • [50] Feature Selection on Credit Risk Prediction for Peer-to-Peer Lending
    Chen, Shin-Fu
    Chakraborty, Goutam
    Li, Li-Hua
    NEW FRONTIERS IN ARTIFICIAL INTELLIGENCE (JSAI-ISAI 2018), 2019, 11717 : 5 - 18