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ORCIDNouhaila Innan
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Journal Articles
- 2024
[j3]Nouhaila Innan
, Abhishek Sawaika, Ashim Dhor, Siddhant Dutta, Sairupa Thota, Husayn Gokal, Nandan Patel, Muhammad Al-Zafar Khan, Ioannis Theodonis, Mohamed Bennai:
Financial fraud detection using quantum graph neural networks. Quantum Mach. Intell. 6(1): 7 (2024)- [j2]Nouhaila Innan, Owais Ishtiaq Siddiqui, Shivang Arora, Tamojit Ghosh, Yasemin Poyraz Koçak, Dominic Paragas, Abdullah Al Omar Galib, Muhammad Al-Zafar Khan, Mohamed Bennai:
Quantum state tomography using quantum machine learning. Quantum Mach. Intell. 6(1): 28 (2024) - 2023
- [j1]Nouhaila Innan, Muhammad Al-Zafar Khan, Biswaranjan Panda, Mohamed Bennai:
Enhancing quantum support vector machines through variational kernel training. Quantum Inf. Process. 22(10): 374 (2023)
Conference and Workshop Papers
- 2024
- [c1]Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai:
FedQNN: Federated Learning using Quantum Neural Networks. IJCNN 2024: 1-9
Informal and Other Publications
- 2024
- [i12]Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai:
FedQNN: Federated Learning using Quantum Neural Networks. CoRR abs/2403.10861 (2024) - [i11]Nouhaila Innan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai:
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection. CoRR abs/2404.02595 (2024) - [i10]Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique:
Quantum Clustering for Cybersecurity. CoRR abs/2408.02314 (2024) - [i9]Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique:
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction. CoRR abs/2408.03088 (2024) - [i8]Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique:
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling. CoRR abs/2409.01626 (2024) - [i7]Siddhant Dutta, Pavana P. Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira:
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML. CoRR abs/2409.11430 (2024) - 2023
- [i6]Nouhaila Innan, Muhammad Al-Zafar Khan:
Classical-to-Quantum Sequence Encoding in Genomics. CoRR abs/2304.10786 (2023) - [i5]Nouhaila Innan, Muhammad Al-Zafar Khan, Biswaranjan Panda, Mohamed Bennai:
Enhancing Quantum Support Vector Machines through Variational Kernel Training. CoRR abs/2305.06063 (2023) - [i4]Nouhaila Innan, Mohamed Bennai:
Simulation of a Variational Quantum Perceptron using Grover's Algorithm. CoRR abs/2305.11040 (2023) - [i3]Nouhaila Innan, Muhammad Al-Zafar Khan, Mohamed Bennai:
Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models. CoRR abs/2308.05237 (2023) - [i2]Nouhaila Innan, Owais Ishtiaq Siddiqui, Shivang Arora, Tamojit Ghosh, Yasemin Poyraz Koçak, Dominic Paragas, Abdullah Al Omar Galib, Muhammad Al-Zafar Khan, Mohamed Bennai:
Quantum State Tomography using Quantum Machine Learning. CoRR abs/2308.10327 (2023) - [i1]Nouhaila Innan, Abhishek Sawaika, Ashim Dhor, Siddhant Dutta, Sairupa Thota, Husayn Gokal, Nandan Patel, Muhammad Al-Zafar Khan, Ioannis Theodonis, Mohamed Bennai:
Financial Fraud Detection using Quantum Graph Neural Networks. CoRR abs/2309.01127 (2023)
Coauthor Index
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