Year |
Citation |
Score |
2020 |
Wang D, Liu K, Zhang X, Wang H. Spatiotemporal Multitask Learning for 3-D Dynamic Field Modeling Ieee Transactions On Automation Science and Engineering. 17: 708-721. DOI: 10.1109/Tase.2019.2941736 |
0.373 |
|
2020 |
Wang D, Liu K, Zhang X. Spatiotemporal Thermal Field Modeling Using Partial Differential Equations With Time-Varying Parameters Ieee Transactions On Automation Science and Engineering. 17: 646-657. DOI: 10.1109/Tase.2019.2940269 |
0.326 |
|
2020 |
Xian X, Ye H, Wang X, Liu K. Spatiotemporal Modeling and Real-Time Prediction of Origin-Destination Traffic Demand Technometrics. 1-13. DOI: 10.1080/00401706.2019.1704887 |
0.724 |
|
2020 |
Kim M, Ou E, Loh P, Allen T, Agasie R, Liu K. RNN-Based online anomaly detection in nuclear reactors for highly imbalanced datasets with uncertainty Nuclear Engineering and Design. 364: 110699. DOI: 10.1016/J.Nucengdes.2020.110699 |
0.447 |
|
2019 |
Kim M, Song C, Liu K. A Generic Health Index Approach for Multisensor Degradation Modeling and Sensor Selection Ieee Transactions On Automation Science and Engineering. 16: 1426-1437. DOI: 10.1109/Tase.2018.2890608 |
0.465 |
|
2019 |
Feng T, Qian X, Liu K, Huang S. Dynamic Inspection of Latent Variables in State-Space Systems Ieee Transactions On Automation Science and Engineering. 16: 1232-1243. DOI: 10.1109/Tase.2018.2884149 |
0.356 |
|
2019 |
Xian X, Li J, Liu K. Causation-Based Monitoring and Diagnosis for Multivariate Categorical Processes With Ordinal Information Ieee Transactions On Automation Science and Engineering. 16: 886-897. DOI: 10.1109/Tase.2018.2873365 |
0.759 |
|
2019 |
Chehade A, Liu K. Structural Degradation Modeling Framework for Sparse Data Sets With an Application on Alzheimer’s Disease Ieee Transactions On Automation Science and Engineering. 16: 192-205. DOI: 10.1109/Tase.2018.2829770 |
0.777 |
|
2019 |
Xian X, Zhang C, Bonk S, Liu K. Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation Journal of Quality Technology. 1-19. DOI: 10.1080/00224065.2019.1681924 |
0.77 |
|
2018 |
Lin Y, Liu K, Byon E, Qian X, Liu S, Huang S. A Collaborative Learning Framework for Estimating Many Individualized Regression Models in a Heterogeneous Population Ieee Transactions On Reliability. 67: 328-341. DOI: 10.1109/Tr.2017.2767941 |
0.329 |
|
2018 |
Song C, Liu K, Zhang X. Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis Ieee Transactions On Reliability. 67: 640-650. DOI: 10.1109/Tr.2017.2715180 |
0.475 |
|
2018 |
Xian X, Archibald R, Mayer B, Liu K, Li J. An effective online data monitoring and saving strategy for large-scale climate simulations Quality Technology & Quantitative Management. 16: 330-346. DOI: 10.1080/16843703.2017.1414112 |
0.736 |
|
2018 |
Wang A, Xian X, Tsung F, Liu K. A spatial-adaptive sampling procedure for online monitoring of big data streams Journal of Quality Technology. 50: 329-343. DOI: 10.1080/00224065.2018.1507560 |
0.771 |
|
2018 |
Chehade A, Song C, Liu K, Saxena A, Zhang X. A data-level fusion approach for degradation modeling and prognostic analysis under multiple failure modes Journal of Quality Technology. 50: 150-165. DOI: 10.1080/00224065.2018.1436829 |
0.76 |
|
2017 |
Chehade A, Bonk S, Liu K. Sensory-Based Failure Threshold Estimation for Remaining Useful Life Prediction Ieee Transactions On Reliability. 66: 939-949. DOI: 10.1109/Tr.2017.2695119 |
0.763 |
|
2017 |
Xian X, Wang A, Liu K. A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams Technometrics. 60: 14-25. DOI: 10.1080/00401706.2017.1317291 |
0.781 |
|
2016 |
Yan H, Liu K, Zhang X, Shi J. Multiple Sensor Data Fusion for Degradation Modeling and Prognostics Under Multiple Operational Conditions Ieee Transactions On Reliability. 65: 1416-1426. DOI: 10.1109/Tr.2016.2575449 |
0.648 |
|
2016 |
Liu K, Huang S. Integration of Data Fusion Methodology and Degradation Modeling Process to Improve Prognostics Ieee Transactions On Automation Science and Engineering. 13: 344-354. DOI: 10.1109/Tase.2014.2349733 |
0.49 |
|
2016 |
Li J, Liu K, Xian X. Causation-based process monitoring and diagnosis for multivariate categorical processes Iise Transactions. 49: 332-343. DOI: 10.1080/0740817X.2016.1241455 |
0.739 |
|
2015 |
Song C, Liu K, Zhang X, Chen L, Xian X. An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model from ECG Signals. Ieee Transactions On Bio-Medical Engineering. PMID 26560867 DOI: 10.1109/Tbme.2015.2498199 |
0.741 |
|
2015 |
Liu K, Shi J. A Systematic Approach for Business Data Analytics with a Real Case Study International Journal of Business Analytics. 2: 23-44. DOI: 10.4018/Ijban.2015100102 |
0.544 |
|
2015 |
Hao L, Liu K, Gebraeel N, Shi J. Controlling the Residual Life Distribution of Parallel Unit Systems Through Workload Adjustment Ieee Transactions On Automation Science and Engineering. DOI: 10.1109/Tase.2015.2481703 |
0.515 |
|
2015 |
Zhou C, Liu K, Zhang X, Zhang W, Shi J. An Automatic Process Monitoring Method Using Recurrence Plot in Progressive Stamping Processes Ieee Transactions On Automation Science and Engineering. DOI: 10.1109/Tase.2015.2468058 |
0.615 |
|
2015 |
Liu K, Chehade A, Song C. Optimize the Signal Quality of the Composite Health Index Via Data Fusion for Degradation Modeling and Prognostic Analysis Ieee Transactions On Automation Science and Engineering. DOI: 10.1109/Tase.2015.2446752 |
0.775 |
|
2015 |
Zhao K, Xie Y, Tsui KL, Wei Q, Huang W, Jiang W, Li Y, Cho S, Kim SB, Liu K, Shi J, Jeong YS, Kim B, Tong SH, Chang IK, et al. System Informatics: From Methodology to Applications Ieee Intelligent Systems. 30: 12-29. DOI: 10.1109/Mis.2015.111 |
0.315 |
|
2015 |
Liu K, Mei Y, Shi J. An Adaptive Sampling Strategy for Online High-Dimensional Process Monitoring Technometrics. 57: 305-319. DOI: 10.1080/00401706.2014.947005 |
0.599 |
|
2014 |
Liu K, Zhang X, Shi J. Adaptive Sensor Allocation Strategy for Process Monitoring and Diagnosis in a Bayesian Network Ieee Transactions On Automation Science and Engineering. 11: 452-462. DOI: 10.1109/Tase.2013.2287101 |
0.56 |
|
2013 |
Liu K, Jain S, Shi J. Physician performance assessment using a composite quality index. Statistics in Medicine. 32: 2661-80. PMID 23280761 DOI: 10.1002/Sim.5710 |
0.498 |
|
2013 |
Liu K, Gebraeel NZ, Shi J. A Data-level fusion model for developing composite health indices for degradation modeling and prognostic analysis Ieee Transactions On Automation Science and Engineering. 10: 652-664. DOI: 10.1109/Tase.2013.2250282 |
0.6 |
|
2013 |
Jin R, Liu K. Multimode variation modeling and process monitoring for serial-parallel multistage manufacturing processes Iie Transactions (Institute of Industrial Engineers). 45: 617-629. DOI: 10.1080/0740817X.2012.728729 |
0.571 |
|
2013 |
Liu K, Shi J. Objective-oriented optimal sensor allocation strategy for process monitoring and diagnosis by multivariate analysis in a Bayesian network Iie Transactions. 45: 630-643. DOI: 10.1080/0740817X.2012.725505 |
0.542 |
|
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