Concepedia

Quantum Support Vector Machines

Quantum Support Vector Machines is a quantum machine learning algorithm that extends classical support vector machines by leveraging quantum computation to perform kernel-based classification in high-dimensional feature spaces exponentially faster through quantum state manipulation.

111

Publications

6.8K

Citations

383

Authors

198

Institutions

Publications per year

2017–2026

101

Parents

Publications

111

Quantum Support Vector Machine for Big Data Classification

Patrick Rebentrost, Masoud Mohseni, Seth Lloyd · Physical Review Letters · 2014 · 2K citations · Full text

, , +16

Experimental Realization of a Quantum Support Vector Machine

Zhaokai Li, Xiaomei Liu, Nanyang Xu et al. · Physical Review Letters · 2015 · 259 citations · Full text

, , +14

Learning the quantum algorithm for state overlap

New Journal of Physics · 2018 · 244 citations · Full text

, , +16

Quantum-Inspired Support Vector Machine

Chen Ding, Tian-Yi Bao, He-Liang Huang · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 159 citations

, , +14

Bio-inspired weighed quantum particle swarm optimization and smooth support vector machine ensembles for identification of abnormalities in medical data

T. P. Latchoumi, T. P. Ezhilarasi, K. Balamurugan · SN Applied Sciences · 2019 · 123 citations · Full text

, , +16

1–5 of 111

Authors

383

  1. MR
    Morris Riedel

    Forschungszentrum Jülich, Germany

    4 publications · 156 citations

    4

    h-index

  2. KM
    Kristel Michielsen

    University of Groningen, Netherlands

    4 publications · 156 citations

    4

    h-index

  3. GC
    Gabriele Cavallaro

    University of Florence, Italy

    4 publications · 156 citations

    4

    h-index

  4. ZW
    Zichen Wang

    Beijing University of Technology, China

    3 publications · 84 citations

    3

    h-index

  5. FP
    Francesco Petruccione

    University of KwaZulu-Natal, South Africa

    3 publications · 108 citations

    3

    h-index

1–5 of 383

Institutions

198

  1. University of Iceland

    Reykjavik, Iceland

    4 h-index

    7 publications

    250 citations

  2. University of Science and Technology of China

    Hefei, China

    4 h-index

    13 publications

    1.5K citations

  3. CAS Key Laboratory of Urban Pollutant Conversion

    Amoy, China

    4 h-index

    11 publications

    1.2K citations

  4. European Organization for Nuclear Research

    Geneva, Switzerland

    3 h-index

    7 publications

    431 citations

  5. Amity University

    Noida, India

    3 h-index

    7 publications

    199 citations

  6. National Institute for Theoretical Physics

    Johannesburg, South Africa

    3 h-index

    3 publications

    108 citations

  7. Beijing University of Technology

    Beijing, China

    3 h-index

    10 publications

    264 citations

  8. IBM Research - Zurich

    Rüschlikon, Switzerland

    3 h-index

    12 publications

    592 citations

1–8 of 198

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 162 citations

    8

    h-index

  2. IEEE Access

    5 publications · 225 citations

    5

    h-index

  3. Quantum Machine Intelligence

    5 publications · 185 citations

    5

    h-index

  4. Physical review. A/Physical review, A

    PRA · 4 publications · 183 citations

    4

    h-index

  5. Quantum Information and Computation

    QIC · 3 publications · 68 citations

    3

    h-index

1–5