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Systematic Literature Review: Quantum Machine Learning and its applications

Computer Science Review (CSR), 2022

11 January 2022

David Peral García

Juan Cruz-Benito

Francisco José García-Penalvo

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Papers citing "Systematic Literature Review: Quantum Machine Learning and its applications"

23 / 23 papers shown

A Primer on Quantum Machine Learning

Su Yeon Chang

M. Cerezo

242

20 Nov 2025

Quantum Machine Learning for Image Classification: A Hybrid Model of Residual Network with Quantum Support Vector Machine

Md. Farhan Shahriyar

Gazi Tanbhir

Abdullah Md Raihan Chy

VLM

179

26 Oct 2025

Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus

113

30 Sep 2025

Multi-channel convolutional neural quantum embedding

137

26 Sep 2025

Embedding-Aware Quantum-Classical SVMs for Scalable Quantum Machine Learning

Sebastián A. Cajas Ordóñez

Luis Fernando Torres Torres

Mario Bifulco

Carlos Andrés Durán

Cristian Bosch

Ricardo Simón Carbajo

208

28 Jul 2025

Genetic Transformer-Assisted Quantum Neural Networks for Optimal Circuit Design

Haiyan Wang

180

10 Jun 2025

Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series Forecasting

Sanjay Chakraborty

Fredrik Heintz

AI4TS AIFin

283

31 Mar 2025

Transforming Traditional Neural Networks into Neuromorphic Quantum-Cognitive Models: A Tutorial with Applications

Milan Maksimovic

Ivan S. Maksymov

356

10 Mar 2025

Full-Precision and Ternarised Neural Networks with Tunnel-Diode Activation Functions: Computing and Physics Perspectives

Jake McNaughton

A. H. Abbas

I. S. Maksymov

340

06 Mar 2025

Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory StudyQuantum Machine Intelligence (QMI), 2025

323

08 Jan 2025

Quantum-Cognitive Neural Networks: Assessing Confidence and Uncertainty with Human Decision-Making SimulationsBig Data and Cognitive Computing (BDCC), 2024

Milan Maksimovic

Ivan S. Maksymov

173

11 Dec 2024

Machine learning approach to brain tumor detection and classification

280

16 Oct 2024

Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective

A. H. Abbas

Hend Abdel-Ghani

I. S. Maksymov

255

14 Jun 2024

Qiskit Code Assistant: Training LLMs for generating Quantum Computing Code

284

29 May 2024

Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection

356

25 May 2024

Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU

212

09 Apr 2024

Jet Discrimination with Quantum Complete Graph Neural Network

Yi-An Chen

Kai-Feng Chen

GNN

299

08 Mar 2024

Machine Learning in the Quantum Age: Quantum vs. Classical Support Vector Machines

D. E. Tasar

K. Koruyan

Ceren Ocal Tasar

150

17 Oct 2023

Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models

186

22 Aug 2023

Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine LearningQuantum Machine Intelligence (QMI), 2023

507

22 Jan 2023

Review of Ansatz Designing Techniques for Variational Quantum Algorithms

Junhan Qin

301

07 Dec 2022

Expressibility-Enhancing Strategies for Quantum Neural Networks

Y. Liao

Junpeng Zhan

261

23 Nov 2022

Rapid training of quantum recurrent neural networksQuantum Machine Intelligence (QMI), 2022

388

01 Jul 2022