Bennai, Mohamed
- QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
2024/04/03 by Nouhaila Innan, Alberto Marchisio, Innan, Nouhaila +5 · 10 citations
Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Imbalanced Data Classification Techniques
- Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection
2024/12/27 by Alami, Mansour El, Innan, Nouhaila, Shafique, Muhammad +1 · 7 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- QFAL: Quantum Federated Adversarial Learning
2025/02/28 by Maouaki, Walid El, Innan, Nouhaila, Marchisio, Alberto +3 · 4 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- LEP-QNN: Loan Eligibility Prediction using Quantum Neural Networks
2024/12/04 by Innan, Nouhaila, Marchisio, Alberto, Bennai, Mohamed +1 · 7 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Quantum Support Vector Machine for Prostate Cancer Detection: A Performance Analysis
2024/03/12 by Walid El Maouaki, Maouaki, Walid El, Taoufik Said +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Spectroscopy Techniques in Biomedical and Chemical Research
- Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits
2025/06/27 by Malika Ait Ben Haddou, Mohamed Bennai, Haddou, Marwan Ait +1 · 3 citations
Computer Science · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum many-body systems
- Quantum Entanglement in Two-Photon Rabi Stark Model
2024/09/08 by Boutakka, Zakaria, Sakhi, Zoubida, Bennai, Mohamed · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum Bayesian Networks for Machine Learning in Oil-Spill Detection
2024/12/24 by Siddiqui, Owais Ishtiaq, Innan, Nouhaila, Marchisio, Alberto +2 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy
2025/07/28 by Innan, Nouhaila, Kashif, Muhammad, Marchisio, Alberto +2 · 6 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks
2024/01/28 by Khan, Muhammad Al-Zafar, Galib, Abdullah Al Omar, Innan, Nouhaila +1 · 1 citation
#FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Quantum Physics (quant-ph) #electronic engineering #information engineering