Concepedia

Multiclass Risk Classification

Multiclass Risk Classification is a risk classification methodology that categorizes risk instances into more than two distinct and non-overlapping classes, extending binary risk assessment to accommodate multiple risk levels or types within a unified analytical framework.

22

Publications

939

Citations

80

Authors

44

Institutions

Publications per year

2017–2026

12

Parents

Publications

22

Multi-class financial distress prediction based on support vector machines integrated with the decomposition and fusion methods

Jie Sun, Hamido Fujita, Yujiao Zheng et al. · Information Sciences · 2021 · 135 citations

, , +16

Assessing the discriminative ability of risk models for more than two outcome categories

Ben Van Calster, Yvonne Vergouwe, Caspar W. N. Looman et al. · European Journal of Epidemiology · 2012 · 95 citations

, , +15

An improved grey wolf optimizer for training q-Gaussian Radial Basis Functional-link nets

Nipotepat Muangkote, Khamron Sunat, Sirapat Chiewchanwattana · 2014 · 79 citations

, , +14

Predicting the likelihood of heart failure with a multi level risk assessment using decision tree

Ahmed J. Aljaaf, Dhiya Al‐Jumeily, Abir Hussain et al. · 2015 · 75 citations · Full text

, , +17

Financial distress prediction based on serial combination of multiple classifiers

Jie Sun, Hui Li · Expert Systems with Applications · 2008 · 61 citations

, , +16

1–5 of 22

Authors

80

  1. AS
    Achyut Shankar

    Amity University, India

    2 publications · 66 citations

    2

    h-index

  2. HA
    Hyunchul Ahn

    Kookmin University, South Korea

    1 publications · 11 citations

    1

    h-index

  3. MD
    Michael Doumpos

    Technical University of Crete, Greece

    1 publications · 59 citations

    1

    h-index

  4. SX
    Shenghua Xu

    Chinese Academy of Surveying and Mapping, China

    1 publications · 27 citations

    1

    h-index

  5. MN
    Mahendra Nakrani

    Birla Institute of Technology, Mesra, India

    1 publications · 29 citations

    1

    h-index

1–5 of 80

Institutions

44

  1. University of Alberta

    Edmonton, Canada

    2 h-index

    3 publications

    97 citations

  2. Amity University

    Noida, India

    1 h-index

    3 publications

    63 citations

  3. Zhejiang Normal University

    Jinhua, China

    1 h-index

    2 publications

    122 citations

  4. Department of Public Health

    Nay Pyi Taw, Myanmar

    1 h-index

    3 publications

    285 citations

  5. Khon Kaen University

    Khon Kaen, Thailand

    1 h-index

    3 publications

    237 citations

  6. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    1 h-index

    1 publications

    135 citations

  7. Erasmus MC

    Rotterdam, The Netherlands

    1 h-index

    4 publications

    380 citations

  8. Birla Institute of Technology, Mesra

    Ranchi, India

    1 h-index

    1 publications

    29 citations

1–8 of 44

Venues

  1. Expert Systems with Applications

    2 publications · 118 citations

    2

    h-index

  2. Decision Sciences

    1 publications · 59 citations

    1

    h-index

  3. Signal Image and Video Processing

    1 publications · 17 citations

    1

    h-index

  4. 1

    h-index

  5. Information Sciences

    1 publications · 135 citations

    1

    h-index

1–5