Concepedia

Quantum Classification

Quant Qaeda Classification is a quantum machine learning task that fundamentally constitutes a classification problem solved using quantum algorithms or quantum-enhanced models, distinguishing it from classical classification by leveraging quantum superposition, entanglement, or quantum measurement for improved or distinct decision-making.

57

Publications

2.9K

Citations

215

Authors

111

Institutions

Publications per year

2017–2026

50

Parents

Publications

57

Robust data encodings for quantum classifiers

Ryan LaRose, Brian Coyle · Physical review. A/Physical review, A · 2020 · 319 citations · Full text

, , +17

Image classification based on quantum K-Nearest-Neighbor algorithm

Yijie Dang, Nan Jiang, Hao Hu et al. · Quantum Information Processing · 2018 · 153 citations

, , +11

On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification

Alessandro Sebastianelli, Daniela A. Zaidenberg, Dario Spiller et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 150 citations · Full text

, , +17

Quantum Algorithm for K-Nearest Neighbors Classification Based on the Metric of Hamming Distance

Yue Ruan, Xiling Xue, Heng Liu et al. · International Journal of Theoretical Physics · 2017 · 124 citations

, , +16

Quantum convolutional neural network for image classification

Guoming Chen, Qiang Chen, Shun Long et al. · Pattern Analysis and Applications · 2022 · 114 citations

, , +14

1–5 of 57

Authors

215

  1. MM
    Massimo Melucci

    University of Padua, Italy

    3 publications · 107 citations

    3

    h-index

  2. PT
    Prayag Tiwari

    Halmstad University, Sweden

    3 publications · 107 citations

    3

    h-index

  3. RG
    Roberto Giuntini

    University of Cagliari, Italy

    3 publications · 111 citations

    3

    h-index

  4. GS
    Giuseppe Sergioli

    University of Cagliari, Italy

    3 publications · 111 citations

    3

    h-index

  5. YA
    Yazeed A. Al-Sbou

    Applied Science University, Bahrain

    2 publications · 128 citations

    2

    h-index

1–5 of 215

Institutions

111

  1. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    3 publications

    143 citations

  2. Jinan University

    Guangzhou, China

    3 h-index

    7 publications

    486 citations

  3. University of Cagliari

    Cagliari, Italy

    3 h-index

    9 publications

    333 citations

  4. University of Padua

    Padua, Italy

    3 h-index

    6 publications

    214 citations

  5. ETH Zurich

    Zurich, Switzerland

    2 h-index

    6 publications

    192 citations

  6. Zewail City of Science and Technology

    Cairo, Egypt

    2 h-index

    5 publications

    333 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    2 publications

    64 citations

  8. European Space Research Institute

    Frascati, Italy

    2 h-index

    5 publications

    444 citations

1–8 of 111

Venues

  1. Physical review. A/Physical review, A

    PRA · 4 publications · 467 citations

    4

    h-index

  2. Quantum Information Processing

    3 publications · 271 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 49 citations

    3

    h-index

  4. International Journal of Theoretical Physics

    3 publications · 224 citations

    3

    h-index

  5. 2

    h-index

1–5