Concepedia

Cost-sensitive Decision Analysis

Cost-Sensitive Decision Analysis is a decision-making framework that belongs to the class of cost estimation methodologies, distinguished by its explicit incorporation of asymmetric cost structures and differential misclassification costs to optimize decisions under economic consequences.

108

Publications

7K

Citations

295

Authors

177

Institutions

Publications per year

2017–2026

28

Parents

Publications

108

The foundations of cost-sensitive learning

Charles Elkan · 2001 · 1.8K citations

, , +17

A cost-sensitive decision tree approach for fraud detection

Yusuf Şahin, Serol Bulkan, Ekrem Duman · Expert Systems with Applications · 2013 · 375 citations

, , +14

Sequential three-way decision and granulation for cost-sensitive face recognition

Huaxiong Li, Libo Zhang, Bing Huang et al. · Knowledge-Based Systems · 2015 · 265 citations

, , +11

Example-dependent cost-sensitive decision trees

Alejandro Correa Bahnsen, Djamila Aouada, Björn Ottersten · Expert Systems with Applications · 2015 · 215 citations · Full text

, , +8

Cost-sensitive sequential three-way decision modeling using a deep neural network

Huaxiong Li, Libo Zhang, Xianzhong Zhou et al. · International Journal of Approximate Reasoning · 2017 · 197 citations

, , +8

1–5 of 108

Authors

295

  1. FM
    Fan Min

    Southwest Petroleum University, China

    3 publications · 200 citations

    3

    h-index

  2. NS
    Nooshin Salari

    University of Toronto, Canada

    2 publications · 87 citations

    2

    h-index

  3. JY
    Jingyu Yang

    Tianjin University, China

    2 publications · 188 citations

    2

    h-index

  4. QZ
    Qinghua Zhang

    Chongqing University of Posts and Telecommunications, China

    2 publications · 65 citations

    2

    h-index

  5. GM
    Gary M. Weiss

    Fordham University, United States

    2 publications · 92 citations

    2

    h-index

1–5 of 295

Institutions

177

  1. Southwest Petroleum University

    Chengdu, China

    3 h-index

    6 publications

    286 citations

  2. Özyeğin University

    Istanbul, Türkiye

    2 h-index

    2 publications

    401 citations

  3. University of Toronto

    Toronto, Canada

    2 h-index

    3 publications

    161 citations

  4. Jiangsu University of Science and Technology

    Zhenjiang, China

    2 h-index

    6 publications

    564 citations

  5. Nanjing University of Science and Technology

    Nanjing, China

    2 h-index

    4 publications

    376 citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    3 publications

    61 citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    4 publications

    240 citations

  8. National Central University

    Taoyuan City, Taiwan

    2 h-index

    5 publications

    104 citations

1–8 of 177

Venues

  1. Information Sciences

    7 publications · 455 citations

    7

    h-index

  2. European Journal of Operational Research

    5 publications · 158 citations

    5

    h-index

  3. International Journal of Approximate Reasoning

    5 publications · 340 citations

    5

    h-index

  4. Expert Systems with Applications

    4 publications · 644 citations

    4

    h-index

  5. Pattern Recognition

    4 publications · 260 citations

    4

    h-index

1–5