2024 journal article
A distributionally robust chance-constrained kernel-free quadratic surface support vector machine
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 316(1), 46–60.
2024 article
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals
Arabi, M., & Fang, X. (2024, June 10). IISE TRANSACTIONS, Vol. 6.
2024 journal article
Distributionally robust chance-constrained kernel-based support vector machine
COMPUTERS & OPERATIONS RESEARCH, 170.
2024 journal article
Machine identity authentication via unobservable fingerprinting signature: A functional data analysis approach for MQTT 5.0 protocol
JOURNAL OF MANUFACTURING SYSTEMS, 76, 59–74.
2024 article
Tensor-based statistical learning methods for diagnosing product quality defects in multistage manufacturing processes
Jeong, C., Byon, E., He, F., & Fang, X. (2024, August 9). IISE TRANSACTIONS, Vol. 8.
2023 journal article
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 19(10), 10613–10623.
2023 journal article
Systems and methods for authenticating manufacturing Machines through an unobservable fingerprinting system
Manufacturing Letters, 35, 1009–1018.
2022 journal article
A convex two-dimensional variable selection method for the root-cause diagnostics of product defects
RELIABILITY ENGINEERING & SYSTEM SAFETY, 229.
2022 journal article
Adversarial Regressive Domain Adaptation Approach for Infrared Thermography-Based Unsupervised Remaining Useful Life Prediction
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 18(10), 7219–7229.
2022 journal article
Spatiotemporal denoising wavelet network for infrared thermography-based machine prognostics integrating ensemble uncertainty
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 173.
2021 review
DISTRIBUTIONALLY ROBUST OPTIMIZATION: A REVIEW ON THEORY AND APPLICATIONS
[Review of ]. NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 12(1), 159–212.
Contributors: F. Lin*, * & Z. Gao
2021 journal article
Infrared image stream based regressors for contactless machine prognostics
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 154.
2021 journal article
Integrated Remanufacturing and Opportunistic Maintenance Decision-Making for Leased Batch Production Lines
JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 143(8).
Contributors: T. Xia *, K. Zhang *, B. Sun *, n & L. Xi *
2021 journal article
Multichannel profile-based monitoring method and its application in the basic oxygen furnace steelmaking process
JOURNAL OF MANUFACTURING SYSTEMS, 61, 375–390.
2021 conference paper
Multistream sensor fusion-based prognostics model for systems under multiple operational conditions
Proceedings of the ASME 2021 16th International Manufacturing Science and Engineering Conference, MSEC 2021, 2.
Contributors: X. Li n & n
2021 journal article
Two-dimensional variable selection and its applications in the diagnostics of product quality defects
IISE TRANSACTIONS, 54(7), 619–629.
Contributors: C. Jeong n & n
2020 journal article
Multi-sensor prognostics modeling for applications with highly incomplete signals
IISE TRANSACTIONS, 53(5), 597–613.
Contributors: , H. Yan *, N. Gebraeel * & K. Paynabar * n
2020 journal article
Remaining useful life prediction based on a multi-sensor data fusion model
RELIABILITY ENGINEERING & SYSTEM SAFETY, 208.
Contributors: N. Li *, N. Gebraeel *, Y. Lei *, n , X. Cai * & T. Yan *
2019 journal article
Online Analytics Framework of Sensor-Driven Prognosis and Opportunistic Maintenance for Mass Customization
JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 141(5).
Contributors: T. Xia *, n , N. Gebraeel *, L. Xi * & E. Pan *
2019 article
Penalized matrix regression for two-dimensional variable selection
ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098348719&partnerID=MN8TOARS
2019 journal article
Prognostic and health management for adaptive manufacturing systems with online sensors and flexible structures
COMPUTERS & INDUSTRIAL ENGINEERING, 133, 57–68.
Contributors: Y. Dong*, T. Xia *, n , Z. Zhang * & L. Xi *
2018 journal article
Image-Based Prognostics Using Penalized Tensor Regression
TECHNOMETRICS, 61(3), 369–384.
Contributors: , K. Paynabar * & N. Gebraeel * n
2018 conference paper
Real-Time Predictive Analytics Using Degradation Image Data
Proceedings - Annual Reliability and Maintainability Symposium, 2018-January.
Contributors: , K. Paynabar * & N. Gebraeel * *
2017 article
Image-based prognostics using penalized tensor regression
ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092884816&partnerID=MN8TOARS
2017 journal article
Lease-Oriented Opportunistic Maintenance for Multi-Unit Leased Systems under Product- Service Paradigm
Journal of Manufacturing Science and Engineering, Transactions of the ASME, 139(7).
Contributors: T. Xia *, L. Xi *, E. Pan *, * & N. Gebraeel *
2016 journal article
Multistream sensor fusion-based prognostics model for systems with single failure modes
Reliability Engineering and System Safety, 159, 322–331.
Contributors: , K. Paynabar * & N. Gebraeel * *
2016 journal article
Scalable prognostic models for large-scale condition monitoring applications
IISE Transactions, 49(7), 698–710.
Contributors: , N. Gebraeel * & K. Paynabar * *
2014 journal article
An adaptive functional regression-based prognostic model for applications with missing data
RELIABILITY ENGINEERING & SYSTEM SAFETY, 133, 266–274.
Contributors: , R. Zhou* & N. Gebraeel * *
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