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Quantum-inspired algorithm for direct multi-class classification

Published:2023-02 Issue: Volume:134 Page:109956
ISSN:1568-4946
Container-title:Applied Soft Computing
language:en
Short-container-title:Applied Soft Computing

Author:

Giuntini Roberto,Holik Federico,Park Daniel K.^ORCID,Freytes Hector,Blank Carsten,Sergioli Giuseppe

Funder

Fondazione di Sardegna

Ministero dell’Istruzione, dell’Università e della Ricerca

National Research Foundation of Korea

Agencia Nacional de Promoción de la Investigación, el Desarrollo Tecnológico y la Innovación

Publisher

Elsevier BV

Subject

Software

Reference49 articles.

1. Quantum machine learning;Biamonte;Nature,2017

2. Quantum support vector machine for big data classification;Rebentrost;Phys. Rev. Lett.,2014

3. Quantum principal component analysis;Lloyd;Nat. Phys.,2014

4. Supervised learning with quantum-enhanced feature spaces;Havlícek;Nature,2019

5. Quantum classifier with tailored quantum kernel;Blank;npj Quantum Inf.,2020

Cited by 12 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Quadratic Speed‐ups in Quantum Kernelized Binary Classification;Advanced Quantum Technologies;2024-07-08

2. A Quantum Approach to Pattern Recognition and Machine Learning. Part II;International Journal of Theoretical Physics;2024-02-13

3. Virtual special issue on quantum inspired soft computing for intelligent data processing guest editorial;Applied Soft Computing;2024-01

4. Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach;IEEE Access;2024

5. A Multi‐Class Quantum Kernel‐Based Classifier;Advanced Quantum Technologies;2023-11-22

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