A Review of Ising Machines Implemented in Conventional and Emerging Technologies
Ising machines have received growing interest as efficient and hardware-friendly solvers for
combinatorial optimization problems (COPs). They search for the absolute or approximate …
combinatorial optimization problems (COPs). They search for the absolute or approximate …
Qfnn-ffd: Quantum federated neural network for financial fraud detection
This study introduces the Quantum Federated Neural Network for Financial Fraud Detection
(QFNN-FFD), a cutting-edge framework merging Quantum Machine Learning (QML) and …
(QFNN-FFD), a cutting-edge framework merging Quantum Machine Learning (QML) and …
Towards transfer learning for large-scale image classification using annealing-based quantum boltzmann machines
Quantum Transfer Learning (QTL) recently gained popularity as a hybrid quantum-classical
approach for image classification tasks by efficiently combining the feature extraction …
approach for image classification tasks by efficiently combining the feature extraction …
[HTML][HTML] Quantum Computing in Community Detection for Anti-Fraud Applications
Y Wang, X Yang, C Ju, Y Zhang, J Zhang, Q Xu… - Entropy, 2024 - mdpi.com
Fraud detection within transaction data is crucial for maintaining financial security, especially
in the era of big data. This paper introduces a novel fraud detection method that utilizes …
in the era of big data. This paper introduces a novel fraud detection method that utilizes …
Quantum-Assisted Machine Learning Framework: Training and Evaluation of Boltzmann Machines Using Quantum Annealers
This paper describes the components and configurations available in a new quantum-
assisted machine learning (QAML) framework. QAML is an open source package that …
assisted machine learning (QAML) framework. QAML is an open source package that …
Context-aware minor-embedding for quantum annealing processors
JP Pinilla Gomez - 2024 - open.library.ubc.ca
Abstract A Quantum Annealing Processor (QAP) is a specialized quantum computing device
that can solve optimization problems that are hard to solve using classical systems. To use a …
that can solve optimization problems that are hard to solve using classical systems. To use a …