Nagi Gebraeel

67 papers A* 1A 1C 1Misc 1Journal 59Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Federated Generalized Expectation-Maximization Algorithm for Mixture Models with an Unknown Number of Components.
CoRR
Michael Ibrahim, Nagi Gebraeel, Weijun Xie
2026 J jnl
Data-driven joint optimization of maintenance and spare parts provisioning: A distributionally robust approach.
Eur. J. Oper. Res.
Heraldo Rozas, Weijun Xie, Nagi Gebraeel, Stephen K. Robinson
2026 J jnl
Federated Causal Representation Learning in State-Space Systems for Decentralized Counterfactual Reasoning.
CoRR
Nazal Mohamed, Ayush Mohanty, Nagi Gebraeel
2026 J jnl
Federated Learning of Nonlinear Temporal Dynamics with Graph Attention-based Cross-Client Interpretability.
CoRR
Ayse Tursucular, Ayush Mohanty, Nazal Mohamed, Nagi Gebraeel
2026 J jnl
Learning Unknown Interdependencies for Decentralized Root Cause Analysis in Nonlinear Dynamical Systems.
CoRR
Ayush Mohanty, Paritosh Ramanan, Nagi Gebraeel
2026 J jnl
Prognostic Framework for Robotic Manipulators Operating Under Dynamic Task Severities.
IEEE Trans. Syst. Man Cybern. Syst.
Ayush Mohanty, Jason Dekarske, Stephen K. Robinson, Sanjay S. Joshi, Nagi Gebraeel
2026 J jnl
Uncertainty in Federated Granger Causality: From Origins to Systemic Consequences.
CoRR
Ayush Mohanty, Nazal Mohamed, Nagi Gebraeel
2025 J jnl
A Wasserstein Distributionally Robust Multiclass Support Vector Machine for Industrial Fault Diagnosis.
IEEE Trans. Reliab.
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel
2025 J jnl
Deep Complex Wavelet Denoising Network for Interpretable Fault Diagnosis of Industrial Robots With Noise Interference and Imbalanced Data.
IEEE Trans. Instrum. Meas.
Rourou Li, Tangbin Xia, Yimin Jiang, Jianhua Wu, Xiaolei Fang, Nagi Gebraeel, Lifeng Xi
2025 A conf
FDR-SVM: A Federated Distributionally Robust Support Vector Machine via a Mixture of Wasserstein Balls Ambiguity Set.
UAI
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel, Weijun Xie
2025 A* conf
Federated Granger Causality Learning For Interdependent Clients With State Space Representation.
ICLR
Ayush Mohanty, Nazal Mohamed, Paritosh Ramanan, Nagi Gebraeel
2025 J jnl
Federated Granger Causality Learning for Interdependent Clients with State Space Representation.
CoRR
Ayush Mohanty, Nazal Mohamed, Paritosh Ramanan, Nagi Gebraeel
2025 J jnl
On the Computation of Contextual Distributionally Robust Preventive Maintenance Intervals.
IEEE Trans. Reliab.
Heraldo Rozas, Nagi Gebraeel, Weijun Xie
2024 J jnl
A Collaborative Scheduling Algorithm for Real-Time Production and Opportunistic Maintenance Under Cloud Manufacturing Paradigm.
IEEE Trans. Reliab.
Kaigan Zhang, Tangbin Xia, Guojin Si, Nagi Gebraeel, Dong Wang, Ershun Pan, Lifeng Xi
2024 J jnl
A Federated Distributionally Robust Support Vector Machine with Mixture of Wasserstein Balls Ambiguity Set for Distributed Fault Diagnosis.
CoRR
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel, Weijun Xie
2024 J jnl
A hybrid prognostic & health management framework across multi-level engineering systems with scalable convolution neural networks and adjustable functional regression models.
Adv. Eng. Informatics
Kaigan Zhang, Tangbin Xia, Yuhui Xu, Yutong Ding, Yong Zhao, Nagi Gebraeel, Lifeng Xi
2024 J jnl
A sensor-driven operations and maintenance planning approach for large-scale leased manufacturing systems.
Int. J. Prod. Res.
Sakir Karakaya, Murat Yildirim, Nagi Gebraeel, Tangbin Xia
2024 J jnl
Adaptive Two-Stage Stochastic Programming with an Analysis on Capacity Expansion Planning Problem.
Manuf. Serv. Oper. Manag.
Beste Basciftci, Shabbir Ahmed, Nagi Gebraeel
2024 J jnl
An Integrated Detection-Prognostics Methodology for Components With Intermittent Faults.
J. Comput. Inf. Sci. Eng.
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel
2024 J jnl
Prognostic Framework for Robotic Manipulators Operating Under Dynamic Task Severities.
CoRR
Ayush Mohanty, Jason Dekarske, Stephen K. Robinson, Sanjay S. Joshi, Nagi Gebraeel
2024 J jnl
Sensor-fusion based Prognostics Framework for Complex Engineering Systems Exhibiting Multiple Failure Modes.
CoRR
Benjamin Peters, Ayush Mohanty, Xiaolei Fang, Stephen K. Robinson, Nagi Gebraeel
2024 J jnl
Wasserstein Distributionally Robust Multiclass Support Vector Machine.
CoRR
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel
2023 J jnl
Differentially Private Decentralized Generator Maintenance and Operations for Power Networks.
IEEE Trans. Control. Netw. Syst.
Paritosh Ramanan, Murat Yildirim, Nagi Gebraeel, Edmond Chow
2023 — conf
Prospect-theoretic Modeling of Team Cognition for Task Allocation Towards Human-automation Symbiosis.
IEEM
Shu Wang, Mulang Song, Yiyun Fei, Dandan Zhang, Feng Zhou, Nagi Gebraeel, Jianxin Jiao
2022 J jnl
A reliability-and-cost-based framework to optimize maintenance planning and diverse-skilled technician routing for geographically distributed systems.
Reliab. Eng. Syst. Saf.
Guojin Si, Tangbin Xia, Nagi Gebraeel, Dong Wang, Ershun Pan, Lifeng Xi
2022 J jnl
Blockchain-Based Decentralized Replay Attack Detection for Large-Scale Power Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Paritosh Ramanan, Dan Li, Nagi Gebraeel
2021 J jnl
A degradation-based detection framework against covert cyberattacks on SCADA systems.
IISE Trans.
Dan Li, Kamran Paynabar, Nagi Gebraeel
2021 J jnl
An Online Approach to Cyberattack Detection and Localization in Smart Grid.
CoRR
Dan Li, Nagi Gebraeel, Kamran Paynabar, A. P. Sakis Meliopoulos
2021 J jnl
Detection and Differentiation of Replay Attack and Equipment Faults in SCADA Systems.
IEEE Trans Autom. Sci. Eng.
Dan Li, Nagi Gebraeel, Kamran Paynabar
2021 J jnl
Multi-Sensor Data-Driven Remaining Useful Life Prediction of Semi-Observable Systems.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Nagi Gebraeel, Zhijian Wang, Xiao Cai, Pengcheng Xu, Biao Wang
2021 J jnl
Multi-sensor prognostics modeling for applications with highly incomplete signals.
IISE Trans.
Xiaolei Fang, Hao Yan, Nagi Gebraeel, Kamran Paynabar
2021 J jnl
Online Detection of Inter-Turn Winding Faults in Single-Phase Distribution Transformers Using Smart Meter Data.
IEEE Trans. Smart Grid
Kavya Ashok, Dan Li, Nagi Gebraeel, Deepak Divan
2021 J jnl
Remaining useful life prediction based on a multi-sensor data fusion model.
Reliab. Eng. Syst. Saf.
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Xiaolei Fang, Xiao Cai, Tao Yan
2020 J jnl
Blockchain Based Decentralized Cyber Attack Detection for Large Scale Power Systems.
CoRR
Paritosh Ramanan, Dan Li, Nagi Gebraeel
2020 J jnl
Data-driven maintenance and operations scheduling in power systems under decision-dependent uncertainty.
IISE Trans.
Beste Basciftci, Shabbir Ahmed, Nagi Gebraeel
2020 J jnl
Decentralized and Secure Generation Maintenance with Differential Privacy.
CoRR
Paritosh Ramanan, Murat Yildirim, Nagi Gebraeel, Edmond Chow
2020 C conf
Deep Learning Based Covert Attack Identification for Industrial Control Systems.
ICMLA
Dan Li, Paritosh Ramanan, Nagi Gebraeel, Kamran Paynabar
2020 J jnl
Deep Learning based Covert Attack Identification for Industrial Control Systems.
CoRR
Dan Li, Paritosh Ramanan, Nagi Gebraeel, Kamran Paynabar
2020 — conf
Distribution Transformer Health Monitoring using Smart Meter Data.
ISGT
Kavya Ashok, Dan Li, Deepak Divan, Nagi Gebraeel
2020 J jnl
Large-Scale Maintenance and Unit Commitment: A Decentralized Subgradient Approach.
CoRR
Paritosh Ramanan, Murat Yildirim, Nagi Gebraeel, Edmond Chow
2020 J jnl
Severity-based diagnosis for vehicular electric systems with multiple, interacting fault modes.
Reliab. Eng. Syst. Saf.
Benjamin Peters, Murat Yildirim, Nagi Gebraeel, Kamran Paynabar
2019 J jnl
An Asynchronous, Decentralized Solution Framework for the Large Scale Unit Commitment Problem.
CoRR
Paritosh Ramanan, Murat Yildirim, Edmond Chow, Nagi Gebraeel
2019 J jnl
Condition-Based Maintenance for Queues With Degrading Servers.
IEEE Trans Autom. Sci. Eng.
Iqra Ejaz, Michelle M. Alvarado, Natarajan Gautam, Nagi Gebraeel, Mark Lawley
2019 J jnl
Image-Based Prognostics Using Penalized Tensor Regression.
Technometrics
Xiaolei Fang, Kamran Paynabar, Nagi Gebraeel
2019 J jnl
Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model.
Reliab. Eng. Syst. Saf.
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Linkan Bian, Xiaosheng Si
2018 J jnl
Multi-sensor slope change detection.
Ann. Oper. Res.
Yang Cao, Yao Xie, Nagi Gebraeel
2017 Misc conf
Asynchronous Decentralized Framework for Unit Commitment in Power Systems.
ICCS
Paritosh Ramanan, Murat Yildirim, Edmond Chow, Nagi Gebraeel
2017 J jnl
Controlling the Residual Life Distribution of Parallel Unit Systems Through Workload Adjustment.
IEEE Trans Autom. Sci. Eng.
Li Hao, Kaibo Liu, Nagi Gebraeel, Jianjun Shi
2017 J jnl
Multistream sensor fusion-based prognostics model for systems with single failure modes.
Reliab. Eng. Syst. Saf.
Xiaolei Fang, Kamran Paynabar, Nagi Gebraeel
2017 J jnl
Residual Life Prediction of Multistage Manufacturing Processes With Interaction Between Tool Wear and Product Quality Degradation.
IEEE Trans Autom. Sci. Eng.
Li Hao, Linkan Bian, Nagi Gebraeel, Jianjun Shi
2017 — conf
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets.
IPDPS Workshops
Paras Jain, Chirag Tailor, Sam Ford, Liexiao Ding, Michael Phillips, Fang (Cherry) Liu, Nagi Gebraeel, Duen Horng Chau
2017 J jnl
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets.
CoRR
Paras Jain, Chirag Tailor, Sam Ford, Liexiao Ding, Michael Phillips, Fang (Cherry) Liu, Nagi Gebraeel, Duen Horng Chau
2015 J jnl
An adaptive functional regression-based prognostic model for applications with missing data.
Reliab. Eng. Syst. Saf.
Xiaolei Fang, Rensheng Zhou, Nagi Gebraeel
2015 J jnl
Multi-Sensor Slope Change Detection.
CoRR
Yang Cao, Yao Xie, Nagi Gebraeel
2014 J jnl
A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals.
Technometrics
Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel, Hans-Georg Müller
2013 J jnl
A Data-Level Fusion Model for Developing Composite Health Indices for Degradation Modeling and Prognostic Analysis.
IEEE Trans Autom. Sci. Eng.
Kaibo Liu, Nagi Gebraeel, Jianjun Shi
2013 J jnl
Stochastic methodology for prognostics under continuously varying environmental profiles.
Stat. Anal. Data Min.
Linkan Bian, Nagi Gebraeel
2011 — conf
A Stochastic Methodology for Prognostics Under Time-Varying Environmental Future Profiles.
CIDU
Linkan Bian, Nagi Gebraeel
2010 J jnl
Prognostics-Based Identification of the Top-k Units in a Fleet.
IEEE Trans Autom. Sci. Eng.
Nagi Gebraeel
2009 J jnl
Predictive Maintenance Management Using Sensor-Based Degradation Models.
IEEE Trans. Syst. Man Cybern. Part A
Kevin A. Kaiser, Nagi Gebraeel
2009 J jnl
Residual Life Predictions in the Absence of Prior Degradation Knowledge.
IEEE Trans. Reliab.
Nagi Gebraeel, Alaa Elwany, Jing Pan
2008 J jnl
A Neural Network Degradation Model for Computing and Updating Residual Life Distributions.
IEEE Trans Autom. Sci. Eng.
Nagi Gebraeel, Mark A. Lawley
2008 J jnl
Prognostic Degradation Models for Computing and Updating Residual Life Distributions in a Time-Varying Environment.
IEEE Trans. Reliab.
Nagi Gebraeel, Jing Pan
2007 J jnl
A Neural Network Integrated Decision Support System for Condition-Based Optimal Predictive Maintenance Policy.
IEEE Trans. Syst. Man Cybern. Part A
Sze-jung Wu, Nagi Gebraeel, Mark A. Lawley, Yuehwern Yih
2006 J jnl
Sensory-Updated Residual Life Distributions for Components With Exponential Degradation Patterns.
IEEE Trans Autom. Sci. Eng.
Nagi Gebraeel
2004 J jnl
Residual life predictions from vibration-based degradation signals: a neural network approach.
IEEE Trans. Ind. Electron.
Nagi Gebraeel, Mark A. Lawley, Richard Liu, Vijay Parmeshwaran
2001 J jnl
Deadlock detection, prevention, and avoidance for automated tool sharing systems.
IEEE Trans. Robotics Autom.
Nagi Gebraeel, Mark A. Lawley