Nouhaila Innan

1. QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
   2024/04/03 by Nouhaila Innan, Innan, Nouhaila, Alberto Marchisio +5 · 8 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Imbalanced Data Classification Techniques
2. Optimizing Low-Energy Carbon IIoT Systems with Quantum Algorithms: Performance Evaluation and Noise Robustness
   2025/03/02 by Kshitij Dave, Nouhaila Innan, Dave, Kshitij +9 · 4 citations
   Chemistry · #Spectroscopy and Laser Applications
3. SentiQNF: A Novel Approach to Sentiment Analysis Using Quantum Algorithms and Neuro-Fuzzy Systems
   2024/12/17 by Kshitij Dave, Nouhaila Innan, Dave, Kshitij +9 · 3 citations
   Computer Science · #Sentiment Analysis and Opinion Mining
4. Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
   2024/09/14 by Siddhant Dutta, Dutta, Siddhant, Pavana P Karanth +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Privacy-Preserving Technologies in Data #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
5. QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks
   2025/07/16 by Siddhant Dutta, Nouhaila Innan, Dutta, Siddhant +5 · 5 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Advanced Thermodynamics and Statistical Mechanics
6. QuantumChain: Blockchain-Backed Quantum Federated Learning for Financial Fraud Detection
   2026/07/23 by Epameinondas Douros, Konstantinos Dalampekis, Nouhaila Innan +2
   #quant-ph
7. QSTAR: Quantum Selective Transfer with Adaptive Routing
   2026/07/23 by Saim Rehman, Nouhaila Innan, Muhammad Shafique
   #quant-ph
8. PN-QNN: Harnessing Physical Noise as a Native Regularizer in Photonic Hybrid Quantum Neural Networks
   2026/07/22 by Farah Elnakhal, Alberto Marchisio, Nouhaila Innan +2
   #quant-ph #cs.LG