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Kaibo Liu - Publications

Affiliations: 
2013 Georgia Institute of Technology, Atlanta, GA 
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31 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

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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