Concepedia

Kernel Function Selection

Kernel Function Selection is the process of choosing a specific kernel function within the class of non-parametric density estimation methods that best balances bias and variance in the estimated probability density function according to the data structure and underlying assumptions.

184

Publications

8K

Citations

567

Authors

267

Institutions

Publications per year

2017–2026

67

Parents

Publications

184

Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters

Young‐Chan Lee · Expert Systems with Applications · 2005 · 869 citations

, , +17

A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression

Chih‐Hung Wu, Gwo‐Hshiung Tzeng, Rong-Ho Lin · Expert Systems with Applications · 2008 · 285 citations

, , +14

Localized multiple kernel learning

Mehmet Gönen, Ethem Alpaydın · 2008 · 284 citations

, , +13

General Parameterized Time-Frequency Transform

Yixin Yang, Zhike Peng, Xingjian Dong et al. · IEEE Transactions on Signal Processing · 2014 · 213 citations

, , +11

Scaling-Basis Chirplet Transform

Miaofen Li, Tianyang Wang, Fulei Chu et al. · IEEE Transactions on Industrial Electronics · 2020 · 208 citations

, , +17

1–5 of 184

Authors

567

  1. NM
    Nancy McDonald

    National Time Service Center, China

    3 publications · 81 citations

    3

    h-index

  2. JW
    Jingbin Wang

    Vanderbilt University Medical Center, United States

    3 publications · 81 citations

    3

    h-index

  3. HW
    Haoxiang Wang

    Chinese University of Hong Kong, Hong Kong SAR China

    2 publications · 61 citations

    2

    h-index

  4. SC
    Steven C. H. Hoi

    Nanyang Technological University, Singapore

    2 publications · 93 citations

    2

    h-index

  5. BK
    Bor‐Chen Kuo

    National Taichung University of Education, Taiwan

    2 publications · 70 citations

    2

    h-index

1–5 of 567

Institutions

267

  1. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    5 h-index

    12 publications

    643 citations

  2. Northeastern University

    Shenyang, China

    4 h-index

    12 publications

    450 citations

  3. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    7 publications

    156 citations

  4. Wuhan University

    Wuhan, China

    4 h-index

    7 publications

    647 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    6 publications

    149 citations

  6. Tsinghua University

    Beijing, China

    4 h-index

    13 publications

    1.4K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    6 publications

    92 citations

  8. Xi'an Jiaotong University

    Xi'an, China

    3 h-index

    9 publications

    415 citations

1–8 of 267

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 95 citations

    5

    h-index

  2. IEEE Access

    3 publications · 149 citations

    3

    h-index

  3. Advanced materials research

    AMR · 2 publications · 26 citations

    2

    h-index

  4. Journal of Intelligent & Fuzzy Systems

    2 publications · 35 citations

    2

    h-index

  5. ISA Transactions

    2 publications · 73 citations

    2

    h-index

1–5