Nouhaila Innan

According to our database, Nouhaila Innan authored at least 12 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Financial fraud detection using quantum graph neural networks.

Nouhaila Innan, Abhishek Sawaika, Ashim Dhor, Siddhant Dutta, Sairupa Thota, Husayn Gokal, Nandan Patel, Muhammad Al-Zafar Khan, Ioannis Theodonis, Mohamed Bennai

Quantum Mach. Intell., June, 2024

Quantum state tomography using quantum machine learning.

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 Mach. Intell., June, 2024

Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML.

Siddhant Dutta, Pavana P. Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira

CoRR, 2024

AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling.

Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique

CoRR, 2024

QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction.

Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique

CoRR, 2024

Quantum Clustering for Cybersecurity.

Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique

CoRR, 2024

QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection.

Nouhaila Innan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai

CoRR, 2024

FedQNN: Federated Learning using Quantum Neural Networks.

Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Enhancing quantum support vector machines through variational kernel training.

Nouhaila Innan, Muhammad Al-Zafar Khan, Biswaranjan Panda, Mohamed Bennai

Quantum Inf. Process., October, 2023

Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models.

Nouhaila Innan, Muhammad Al-Zafar Khan, Mohamed Bennai

CoRR, 2023

Simulation of a Variational Quantum Perceptron using Grover's Algorithm.

Nouhaila Innan, Mohamed Bennai

CoRR, 2023

Classical-to-Quantum Sequence Encoding in Genomics.

Nouhaila Innan, Muhammad Al-Zafar Khan

CoRR, 2023