• Suche: "Quantum Machine Learning"

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1

QCNN-ID: A Quantum-Classical Hybrid Model for IoT Intrusion Detection
Amara, Marwen ; Mnasri, Sami ; Val, Thierry ; et al.
29th International Conference on Knowledge Based and Intelligent information and Engineering Systems, Sep 2025, Osaka (Japan), Japan

Osaka (Japan), Japan IoT security intrusion detection QCNN quantum machine learning Convolutional neural net... …
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2

Transforming research with quantum computing
Sukhpal Singh Gill ; Rajkumar Buyya
Journal of Economy and Technology, Vol 4, Iss, Pp 1-8 (2026)

Quantum cloud computing Quantum applications Economics as a science Electronic computers. Co... Social Sciences Quantum Artificial Intel... …
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3

Quantum machine learning-based electrokinetic mining for the identification of nanoparticles and exosomes with minimal training data
Abhimanyu Thakur ; Pedro Correia Santos Bezerra ; null Abhishek ; et al.
Bioact Mater
Bioactive Materials, Vol 51, Iss, Pp 414-430 (2025)

Nanoparticle Electrokinetic analysis Liquid biopsy QH301-705.5 Machine learning TA401-492 …
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4

Investigating parallel execution of quantum Machine Learning circuits on superconducting hardware
Rauch, Julien ; Chichereau, Brice ; Vialle, Stéphane ; et al.

Montréal, Canada Parallel Quantum Circuit... Qiskit Experimental Performance Speedup Quantum Machine Learning …
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5

Quantum machine learning framework for traffic flow forecasting in optical networks
Jangid, Jagdish ; Dixit, Sachin ; Malhotra, Shubham
International Journal of Information Technology: An Official Journal of Bharati Vidyapeeth's Institute of Computer Applications and Management. 17(9):5147-5151

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6

Comparative Analysis of Intrusion Detection Models Using Quantum Machine Learning Techniques
Singh, Barkha ; Indu, S. ; Majumdar, Sudipta
Circuits, Systems, and Signal Processing. 44(12):9592-9618

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7

Optimizing quantum machine learning for proactive cybersecurity
Rosa-Remedios, Carlos ; Caballero-Gil, Pino
Optimization and Engineering: International Multidisciplinary Journal to Promote Optimization Theory & Applications in Engineering Sciences. 26(4):2321-2353

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8

Multi-VQC: A Novel QML Approach for Enhancing Healthcare Classification
Tudisco, Antonio ; Volpe, Deborah ; Turvani, Giovanna
2025 IEEE International Conference on Quantum Software (QSW). :28-34

Quantum Machine Learning Quantum Neural Network Variational Quantum Circ... Healthcare Classification Machine Learning …
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9

A Review of Quantum-Based Diffusion Models in Generative AI
Lima, Glauco ; Filatovas, Ernestas ; Marcozzi, Marco ; et al.
Lietuvos magistrantų informatikos ir IT tyrimai: konferencijos darbai, 2025 m. gegužės 13 d., Vilnius : Vilniaus universiteto leidykla, 2025, p. 109-120.

quantum machine learning quantum diffusion model quantum computing generative AI
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10

Quantum Computing from Hopfield Nets
Bauckhage, Christian ; Sifa, Rafet

Open Access Quantum Computing Quantum Machine Learning Neural Networks Quantum Algorithms Adiabatic Quantum Comput... …
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11

A Survey of Quantum Machine Learning: Understanding the Current Landscape and Future Opportunities
Singh, Kavita R. ; Badhiye, Sagarkumar S. ; Gupta, Kapil ; et al.
Operations Research Forum. 6(4)

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12

Out-of-Distribution Generalization for Learning Quantum Channels with Low-Energy Coherent States
Pereira, Jason, L ; Zhuang, Quntao ; Banchi, Leonardo ; et al.
PRX Quantum. 6(4):040306-040306

Quantum information theo... Quantum channels Quantum metrology Quantum tomography Quantum machine learning [PHYS.QPHY]Physics [phys... …
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13

Quantum Technologies
Jang-Jaccard, Julian ; Caroff, Philippe ; Blezinger, Evan ; et al.

Open Access Quantum Computing Supercomputing Cybersecurity Cyber Defence Quantum Machine Learning …
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14

Quantum Computing from Hopfield Nets
Bauckhage, Christian ; Sifa, Rafet

Open Access Quantum Computing Quantum Machine Learning Neural Networks Quantum Algorithms Adiabatic Quantum Comput... …
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15

Quantum Reservoir Computing and Risk Bounds
Chmielewski, Naomi, Mona ; Amini, Nina ; Mikael, Joseph ; et al.

Quantum Machine Learning Quantum Reservoir Comput... Rademacher Complexity Risk Bounds Generalisation Error [PHYS.QPHY]Physics [phys... …
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16

Hybrid Quantum Deep Learning With Superpixel Encoding for Earth Observation Data Classification
Fan Fan ; Yilei Shi ; Tobias Guggemos ; et al.
IEEE Transactions on Neural Networks and Learning Systems. 36:11271-11284

102040 Quantencomputing 102019 Machine Learning Image classification quantum machine learning... quantum image encoding superpixel …
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17

QIoT: IoT Architectures in Quantum Computing Era: IoT Architectures in Quantum Computing Era
Alipour, Mina
2025 IEEE 22nd International Conference on Software Architecture Companion (ICSA-C). :241-250

Quantum Blockchain Quantum Internet of Thin... Quantum Architecture Quantum Machine Learning
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18

Q-MIND: enhancing ADHD diagnosis using quantum machine learning for advanced neuroimaging analysis
Jain, Bhawna ; Varshney, Astha ; Vithal, Muskaan
Journal of Neural Transmission: Translational Neuroscience, Neurology and Preclinical Neurological Studies, Psychiatry and Preclinical Psychiatric Studies. :1-22

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19

Meta-analysis of quantum convolutional neural networks for automated tuberculosis screening on chest x-rays
Rana, Anurag ; Bhaglani, Dimple Kumar ; Vaidya, Pankaj ; et al.
Multimedia Tools and Applications: An International Journal. 84(33):40781-40807

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20

A Quantum Approach to XOR Problem: Quantum Walk Optimizer for PQSVC
Kadian, Karuna ; Garhwal, Sunita ; Kumar, Ajay
Arabian Journal for Science and Engineering. 50(19):15991-16006

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