Concepedia

Relevance Vector Machines

Relevance Vector Machines is a sparse Bayesian learning model that, as a probabilistic counterpart to Support Vector Machines, identifies a minimal set of relevance vectors to achieve parsimonious regression and classification by leveraging Bayesian inference for automatic relevance determination.

685

Publications

41.8K

Citations

2K

Authors

732

Institutions

Publications per year

2017–2026

275

Parents

Publications

685

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.8K citations

, , +16

Sparse Bayesian Learning for Basis Selection

David Wipf, Bhaskar D. Rao · IEEE Transactions on Signal Processing · 2004 · 1.5K citations

, , +13

Support vector machine active learning for image retrieval

Simon Tong, Edward Yi Chang · 2001 · 1.3K citations

, , +13

The Relevance Vector Machine

Michael E. Tipping · 1999 · 875 citations

, , +15

Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework

Bhaskar Saha, Kai Goebel, Scott Poll et al. · IEEE Transactions on Instrumentation and Measurement · 2008 · 810 citations

, , +16

1–5 of 685

Authors

2K

  1. PS
    Pijush Samui

    National Institute of Technology Patna, India

    20 publications · 896 citations

    15

    h-index

  2. MM
    Mac McKee

    Utah State University, United States

    12 publications · 693 citations

    12

    h-index

  3. DL
    Datong Liu

    Harbin Institute of Technology, China

    9 publications · 587 citations

    9

    h-index

  4. KG
    Kai Goebel

    Ames Research Center, United States

    7 publications · 1.8K citations

    7

    h-index

  5. RN
    Robert N. Weinreb

    University of California San Diego, United States

    6 publications · 350 citations

    6

    h-index

1–5 of 2K

Institutions

732

  1. Harbin Institute of Technology

    Harbin, China

    18 h-index

    67 publications

    4.9K citations

  2. Vellore Institute of Technology University

    Vellore, India

    12 h-index

    21 publications

    997 citations

  3. Zhejiang University

    Hangzhou, China

    12 h-index

    45 publications

    2.9K citations

  4. Utah State University

    Logan, United States

    12 h-index

    41 publications

    2.4K citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    11 h-index

    22 publications

    1.7K citations

  6. North China Electric Power University

    Beijing, China

    10 h-index

    32 publications

    900 citations

  7. University of California San Diego

    San Diego, United States

    10 h-index

    23 publications

    4.4K citations

  8. University of Macau

    Macao, Macao

    10 h-index

    28 publications

    1.5K citations

1–8 of 732

Venues

  1. Sensors

    13 publications · 506 citations

    13

    h-index

  2. IEEE Access

    13 publications · 549 citations

    12

    h-index

  3. Energies

    9 publications · 241 citations

    9

    h-index

  4. Expert Systems with Applications

    8 publications · 690 citations

    8

    h-index

  5. IEEE Sensors Journal

    7 publications · 217 citations

    7

    h-index

1–5