Noureddine Zerhouni

Engineering · Physical Sciences

50h-index11.2kcitations483works2.72yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Fault Detection and Control Systems(127), Machine Fault Diagnosis Techniques(73), Fuel Cells and Related Materials(67), Advanced Battery Technologies Research(52), Reliability and Maintenance Optimization(43)

Publications483 total

MS-DQI: A methodology for data quality assessment in medical sensor networks with a case study on a temperature sensor network for breast cancer detection
Biomedical Signal Processing and Control·2026Open Access
Predicting Passive Earth Pressure Coefficients Using Deep Learning Techniques with Computational Cost and Sensitivity Analysis
Mathematical Modelling and Engineering Problems·2025Open Access
Predictive Maintenance of Proton-Exchange-Membrane Fuel Cells for Transportation Applications
Energies·2025· 3 citedOpen Access
Enhancing semantic search using ontologies: A hybrid information retrieval approach for industrial text
Journal of Industrial Information Integration·2025· 3 citedOpen Access
NM-USNet: A novel generative model for parathyroid glands detection in nuclear medicine
Biomedical Signal Processing and Control·2025
Machine Learning Fault Detection for Piezoelectric Actuators in a Microassembly System
IFAC-PapersOnLine·2025Open Access
Ms-Dqi: A Methodology for Data Quality Assessment in Medical Sensor Network with a Case Study on Temperature Sensors Network for Breast Cancer Detection
SSRN Electronic Journal·2025Open Access
A Smart LSTM for Industrial Part Conformity: SME Material-Data Based Decision-Making
Automatic Control and Computer Sciences·2024
New current analysis method for the diagnosis of gearbox faults under variable load and speed
2024· 1 cited
Monitoring of Product Conformity Based on Machine Learning Prediction Evaluation
2024
Passive earth pressure coefficients prediction using deep learning techniques
STUDIES IN ENGINEERING AND EXACT SCIENCES·2024Open Access
Enhancing clinical decision-making in radiation therapy: a natural language processing and machine learning approach
STUDIES IN ENGINEERING AND EXACT SCIENCES·2024Open Access
Collaborative and integrated data-driven delay prediction and supplier selection optimization: A case study in a furniture industry
Computers & Industrial Engineering·2024· 5 citedOpen Access
Smart Data-Driven GRU Predictor for SnO$_2$ Thin films Characteristics
arXiv (Cornell University)·2024Open Access
A Novel Approach for Evaluating Datasets Similarities Based on Analytical Hierarchy Process in the Industrial PHM Context
PHM Society European Conference·2024Open Access
Contrastive Metric Learning Loss-Enhanced Multi-Layer Perceptron for Sequentially Appearing Clusters in Acoustic Emission Data Streams
PHM Society European Conference·2024Open Access
A data quality management framework for equipment failure risk estimation: Application to the oil and gas industry
Engineering Applications of Artificial Intelligence·2024· 17 citedOpen Access
Diagnostic and prognostic for prescriptive maintenance and control of PEMFC systems in an industrial framework
Journal of Power Sources·2024· 14 citedOpen Access
Towards improved skin lesions classification using automatic hyperparameters selection and transfer learning
2024· 1 cited
LSTM-Based Prediction of Active Earth Pressure Coefficient Against Rigid Retaining Walls
2024· 1 cited
page 1 of 25Next →

Frequent Co-authors

Rafael Gouriveau(23), Kamal Medjaher(11), Daniel Hissel(10), Samir Jemeï(8), Kamran Javed(7), Marine Jouin(6), Marie‐Cécile Péra(6), Meiling Yue(6), Zeina Al Masry(4), Patrick Nectoux(3), Emmanuel Ramasso(3), Brigitte Chebel‐Morello(3), Diego Tobon-Mejia(3), Ryad Zemouri(3), Christophe Varnier(2), Racha Khelif(2), Simon Malinowski(2), Vepa Atamuradov(2), Pierre Dersin(2), Juan Zuluaga-Gómez(2)