default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDNouhaila Innan
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
showing all ?? records
2020 – today
- 2026
[j10]Mansour El Alami, Nouhaila Innan
, Muhammad Shafique, Mohamed Bennai:
Comparative performance analysis of quantum machine learning architectures for credit card fraud detection. Appl. Intell. 56(3): 83 (2026)- [j9]Prashant Kumar Choudhary, Nouhaila Innan, Muhammad Shafique, Rajeev Singh:
HQNN-FSP: A hybrid classical-quantum neural network for regression-based financial stock market prediction. Quantum Mach. Intell. 8(1): 55 (2026) - [j8]Kshitij Dave, Nouhaila Innan, Bikash K. Behera, Zahid Mumtaz, Saif Al-Kuwari, Ahmed Farouk:
SentiQNF: A Novel Approach to Sentiment Analysis Using Quantum Algorithms and Neuro-Fuzzy Systems. IEEE Trans. Comput. Soc. Syst. 13(3): 3989-4000 (2026) - [j7]Vidhi Oad, Param Pathak, Nouhaila Innan, Shalini Devendrababu, Muhammad Shafique:
KASPER: Kolmogorov Arnold Networks for Stock Prediction and Explainable Regimes. Trans. Mach. Learn. Res. 2026 (2026) - [c13]Muhammad Kashif, Shaf Khalid, Alberto Marchisio, Nouhaila Innan, Muhammad Shafique:
FAQNAS: FLOPs-aware Hybrid Quantum Neural Architecture Search using Genetic Algorithm. DATE 2026: 1-7 - [i49]Rehan Ahmad, Muhammad Kashif, Nouhaila Innan, Muhammad Shafique:
Quantum vs. Classical Machine Learning: A Benchmark Study for Financial Prediction. CoRR abs/2601.03802 (2026) - [i48]Param Pathak, Mansi Od, Nouhaila Innan, Muhammad Shafique:
Late Breaking Results: Hardware-Efficient Quantum Reservoir Computing via Quantized Readout. CoRR abs/2604.06075 (2026) - [i47]Muhammad Kashif, Hanzalah Mohamed Siraj, Nouhaila Innan, Alberto Marchisio, Muhammad Shafique:
Design Space Exploration of Hybrid Quantum Neural Networks for Chronic Kidney Disease. CoRR abs/2604.13608 (2026) - [i46]Nouhaila Innan, Antonello Rosato, Alberto Marchisio, Muhammad Shafique:
How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations. CoRR abs/2604.15273 (2026) - [i45]Alberto Marchisio, Aayan Ebrahim, Nouhaila Innan, Muhammad Kashif, Muhammad Shafique:
QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting. CoRR abs/2605.18333 (2026) - [i44]Alberto Marchisio, Muhammad Kashif, Nouhaila Innan, Muhammad Shafique:
Hybrid Quantum-Classical Neural Architecture Search. CoRR abs/2605.18345 (2026) - [i43]Mohamed Khair Altrabulsi, Nouhaila Innan, Alberto Marchisio, Muhammad Kashif, Muhammad Shafique:
Q-SpiRL: Quantum Spiking Reinforcement Learning for Adaptive Robot Navigation. CoRR abs/2605.20801 (2026) - [i42]Adam Innan, Mansour El Alami, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai:
Q-SYNTH: Hybrid Quantum-Classical Adversarial Augmentation for Imbalanced Fraud Detection. CoRR abs/2605.21164 (2026) - [i41]Nouhaila Innan, M. Murali Karthick, Simeon Kandan Sonar, Vivek Chaturvedi, Muhammad Shafique:
A2QTGN: Adaptive Amplitude Quantum-Integrated Temporal Graph Network for Dynamic Link Prediction. CoRR abs/2605.21916 (2026) - [i40]Farah Elnakhal, Alberto Marchisio, Nouhaila Innan, Gabriel Falcao, Muhammad Shafique:
Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices. CoRR abs/2605.22097 (2026) - [i39]Guilherme Cruz, Nouhaila Innan, Alberto Marchisio, Gabriel Falcao, Muhammad Shafique:
Enhancing Blood Cells Classification using Hybrid Quantum Neural Networks. CoRR abs/2605.23324 (2026) - [i38]Minghao Shao, Nouhaila Innan, Hariharan Janardhanan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique:
PennySynth: RAG-Driven Data Synthesis for Automated Quantum Code Generation. CoRR abs/2605.25572 (2026) - [i37]Abolfazl Younesi, Nouhaila Innan, Alberto Marchisio, Muhammad Shafique:
EFaaS: A Quantum-Classical Serverless Entangled Scheduler for Hybrid Variational Algorithms. CoRR abs/2605.27540 (2026) - [i36]Ritvik Bhatnagar, Nouhaila Innan, J. Angel Arul Jothi, Muhammad Shafique:
Meta-Quantum Ensemble Framework for Robust Network Intrusion Detection. CoRR abs/2605.28879 (2026) - [i35]Prerana Ramkumar, Nouhaila Innan, Muhammad Shafique:
QPredSGG: Hybrid Quantum Predicate Learning for Long-Tailed Scene Graph Generation. CoRR abs/2606.04689 (2026) - [i34]Mansi Od, Param Pathak, Nouhaila Innan, Muhammad Shafique:
Quantum Reservoir Computing for Short-Term Power Load Forecasting in Resource-Constrained Energy Systems. CoRR abs/2606.12806 (2026) - [i33]Prashant Kumar Choudhary, Nouhaila Innan, Muhammad Shafique, Rajeev Singh:
MDQEC-QAS: Meta-Decoding for Quantum Error Correction with Hardware-Aware VQC Search and Confidence-Gated Recovery. CoRR abs/2607.10707 (2026) - [i32]Anton Firc, Martin Peresíni, Vojtech Mrázek, Kamil Malinka, Vojtech Stanek, Zbynek Licka, Nouhaila Innan, Walid El Maouaki, Alberto Marchisio, Muhammad Shafique:
VQCSim: When Does Compile-Once Statevector Simulation Beat Generic Quantum Frameworks? CoRR abs/2607.11985 (2026) - [i31]Farah Elnakhal, Alberto Marchisio, Nouhaila Innan, Gabriel Falcao, Muhammad Shafique:
PN-QNN: Harnessing Physical Noise as a Native Regularizer in Photonic Hybrid Quantum Neural Networks. CoRR abs/2607.20045 (2026) - 2025
- [j6]Nouhaila Innan, Mohamed Bennai, Muhammad Shafique, Moustafa Youssef:
Quantum Computing Research in the Arab World. Commun. ACM 68(10): 62-65 (2025) - [j5]Kshitij Dave, Nouhaila Innan, Bikash K. Behera, Shahid Mumtaz, Saif Al-Kuwari, Ahmed Farouk:
Optimizing Low-Energy Carbon IIoT Systems With Quantum Algorithms: Performance Evaluation and Noise Robustness. IEEE Internet Things J. 12(17): 34653-34662 (2025) - [j4]Nouhaila Innan, Bikash K. Behera, Saif Al-Kuwari, Ahmed Farouk:
QNN-VRCS: A Quantum Neural Network for Vehicle Road Cooperation Systems. IEEE Trans. Intell. Transp. Syst. 26(10): 17740-17749 (2025) - [c12]Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira:
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption. IJCNN 2025: 1-10 - [c11]Owais Ishtiaq Siddiqui, Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique:
Quantum Bayesian Networks for Machine Learning in Oil-Spill Detection. IJCNN 2025: 1-8 - [c10]Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique:
Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy. IOLTS 2025: 1-4 - [c9]Abdul Basit, Minghao Shao, Muhammad Haider Asif, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique:
PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code Generation. QCE 2025: 229-234 - [c8]Nouhaila Innan, Ayesha Saleem, Alberto Marchisio, Muhammad Shafique:
Quantum Portfolio Optimization with Expert Analysis Evaluation. QCE 2025: 326-331 - [c7]Abhishek Sawaika, Swetang Krishna, Tushar Tomar, Durga Pritam Suggisetti, Aditi Lal, Tanmaya Shrivastav, Nouhaila Innan, Muhammad Shafique:
A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection. QCE 2025: 1578-1588 - [c6]Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique:
QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks. QCE 2025: 1739-1747 - [c5]Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique:
LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks. QCE 2025: 1864-1872 - [c4]Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique:
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection. QSW 2025: 41-47 - [i30]Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique:
QFAL: Quantum Federated Adversarial Learning. CoRR abs/2502.21171 (2025) - [i29]Haider Asif, Abdul Basit, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique:
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset. CoRR abs/2503.02497 (2025) - [i28]Siddhant Dutta, Nouhaila Innan, Khadijeh Najafi, Sadok Ben Yahia, Muhammad Shafique:
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution. CoRR abs/2503.08759 (2025) - [i27]Prashant Kumar Choudhary, Nouhaila Innan, Muhammed Shafique, Rajeev Singh:
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction. CoRR abs/2503.15403 (2025) - [i26]Abdul Basit, Minghao Shao, Haider Asif, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique:
QHackBench: Benchmarking Large Language Models for Quantum Code Generation Using PennyLane Hackathon Challenges. CoRR abs/2506.20008 (2025) - [i25]Vidhi Oad, Param Pathak, Nouhaila Innan, Shalini D, Muhammad Shafique:
KASPER: Kolmogorov Arnold Networks for Stock Prediction and Explainable Regimes. CoRR abs/2507.18983 (2025) - [i24]Abdul Basit, Minghao Shao, Muhammad Haider Asif, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique:
PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code Generation. CoRR abs/2507.19562 (2025) - [i23]Abhishek Sawaika, Swetang Krishna, Tushar Tomar, Durga Pritam Suggisetti, Aditi Lal, Tanmaya Shrivastav, Nouhaila Innan, Muhammad Shafique:
A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection. CoRR abs/2507.22908 (2025) - [i22]Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Muhammad Shafique, Mohamed Bennai:
RobQFL: Robust Quantum Federated Learning in Adversarial Environment. CoRR abs/2509.04914 (2025) - [i21]Abdul Samad Khan, Nouhaila Innan, Aeysha Khalique, Muhammad Shafique:
IQNN-CS: Interpretable Quantum Neural Network for Credit Scoring. CoRR abs/2510.15044 (2025) - [i20]Zakaria Boutakka, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai, Zoubida Sakhi:
Benchmarking VQE Configurations: Architectures, Initializations, and Optimizers for Silicon Ground State Energy. CoRR abs/2510.23171 (2025) - [i19]Muhammad Kashif, Shaf Khalid, Alberto Marchisio, Nouhaila Innan, Muhammad Shafique:
FAQNAS: FLOPs-aware Hybrid Quantum Neural Architecture Search using Genetic Algorithm. CoRR abs/2511.10062 (2025) - [i18]Prashant Kumar Choudhary, Nouhaila Innan, Muhammad Shafique, Rajeev Singh:
Graph-Based Bayesian Optimization for Quantum Circuit Architecture Search with Uncertainty Calibrated Surrogates. CoRR abs/2512.09586 (2025) - 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) - [c3]Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai:
FedQNN: Federated Learning using Quantum Neural Networks. IJCNN 2024: 1-9 - [c2]Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique:
Quantum Clustering for Cybersecurity. QCE 2024: 5-10 - [c1]Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique:
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction. QCE 2024: 341-346 - [i17]Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai:
FedQNN: Federated Learning using Quantum Neural Networks. CoRR abs/2403.10861 (2024) - [i16]Nouhaila Innan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai:
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection. CoRR abs/2404.02595 (2024) - [i15]Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique:
Quantum Clustering for Cybersecurity. CoRR abs/2408.02314 (2024) - [i14]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) - [i13]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) - [i12]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) - [i11]Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David Esteban Bernal Neira:
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption. CoRR abs/2412.01858 (2024) - [i10]Nouhaila Innan, Alberto Marchisio, Muhammad Shafique:
FL-QDSNNs: Federated Learning with Quantum Dynamic Spiking Neural Networks. CoRR abs/2412.02293 (2024) - [i9]Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique:
LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks. CoRR abs/2412.03158 (2024) - [i8]Kshitij Dave, Nouhaila Innan, Bikash K. Behera, Zahid Mumtaz, Saif Al-Kuwari, Ahmed Farouk:
SentiQNF: A Novel Approach to Sentiment Analysis Using Quantum Algorithms and Neuro-Fuzzy Systems. CoRR abs/2412.12731 (2024) - [i7]Mansour El Alami, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai:
Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection. CoRR abs/2412.19441 (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) - [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
[j10] [j9] [j7] [c13] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [i31] [j6] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [c3] [c2] [c1] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i7]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-08-18 00:23 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated, funded, and maintained by:
Schloss Dagstuhl - Leibniz Center for Informatics is a member of the Leibniz Association and is funded by the federal government of Germany and the states of Germany, especially Saarland and Rhineland‑Palatinate.
