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2020 – today
- 2023
[j94]Qi Qi, Jiameng Lyu, Kung-Sik Chan, Er-Wei Bai, Tianbao Yang:
Stochastic Constrained DRO with a Complexity Independent of Sample Size. Trans. Mach. Learn. Res. 2023 (2023)- [c42]Biqiang Mu
, Er-Wei Bai, Wei Xing Zheng:
Tilted Least-Squares Parameter Estimation of Linear Regression Models in the Presence of Outliers. CDC 2023: 2464-2470 - 2022
- [j93]Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai:
Persistence of excitation for identifying switched linear systems. Autom. 137: 110142 (2022) - [j92]Changming Cheng, Er-Wei Bai, Zhike Peng:
Identification of Sparse Volterra Systems: An Almost Orthogonal Matching Pursuit Approach. IEEE Trans. Autom. Control. 67(4): 2027-2032 (2022) - [i7]Qi Qi, Jiameng Lyu, Kung-Sik Chan, Er-Wei Bai, Tianbao Yang:
Stochastic Constrained DRO with a Complexity Independent of Sample Size. CoRR abs/2210.05740 (2022) - 2021
- [j91]Changming Cheng, Er-Wei Bai:
Variable selection based on squared derivative averages. Autom. 127: 109491 (2021) - [j90]Changming Cheng, Er-Wei Bai:
Variable Selection According to Goodness of Fit in Nonparametric Nonlinear System Identification. IEEE Trans. Autom. Control. 66(7): 3184-3196 (2021) - [i6]Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai:
Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms. CoRR abs/2112.02802 (2021) - 2020
- [j89]Wen-Xiao Zhao, George Yin, Er-Wei Bai:
Sparse system identification for stochastic systems with general observation sequences. Autom. 121: 109162 (2020)
2010 – 2019
- 2019
- [j88]Er-Wei Bai, Changming Cheng, Wen-Xiao Zhao:
Variable selection of high-dimensional non-parametric nonlinear systems by derivative averaging to avoid the curse of dimensionality. Autom. 101: 138-149 (2019) - [j87]Changming Cheng, Er-Wei Bai:
Ranking the importance of variables in nonlinear system identification. Autom. 103: 472-479 (2019) - [j86]Changming Cheng, Er-Wei Bai, Zhike Peng:
Consistent Variable Selection for a Nonparametric Nonlinear System by Inverse and Contour Regressions. IEEE Trans. Autom. Control. 64(7): 2653-2664 (2019) - [c41]Changming Cheng, Er-Wei Bai:
Variable Selection for a Nonparametric Nonlinear System by Directional Regression. CDC 2019: 6443-6448 - [i5]Wen-Xiao Zhao, George Yin, Er-Wei Bai:
Sparse System Identification for Stochastic Feedback Control Systems. CoRR abs/1909.00972 (2019) - 2018
- [j85]Wen-Xiao Zhao, Han-Fu Chen, Er-Wei Bai, Kang Li:
Local variable selection of nonlinear nonparametric systems by first order expansion. Syst. Control. Lett. 111: 1-8 (2018) - [j84]Er-Wei Bai:
Source Localization by a Binary Sensor Network in the Presence of Imperfection, Noise, and Outliers. IEEE Trans. Autom. Control. 63(2): 347-359 (2018) - [c40]Er-Wei Bai, Changmin Cheng:
Ranking Variables Based on Goodness of Fits in Nonlinear Nonparametric System Identification. MED 2018: 873-878 - 2017
- [j83]Er-Wei Bai, Li Ding:
Robust target localization in the absence of signal propagation models. Autom. 76: 127-137 (2017) - [j82]Bi-Qiang Mu, Er-Wei Bai, Wei Xing Zheng, Quanmin Zhu:
A globally consistent nonlinear least squares estimator for identification of nonlinear rational systems. Autom. 77: 322-335 (2017) - [j81]Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai:
Variable Selection and Identification of High-Dimensional Nonparametric Additive Nonlinear Systems. IEEE Trans. Autom. Control. 62(5): 2254-2269 (2017) - [c39]Er-Wei Bai:
Outliers in system identification. CDC 2017: 4130-4134 - [c38]Er-Wei Bai, Changmin Cheng, Wen-Xiao Zhao, Han-Fu Chen:
Variable selection of high-dimensional non-parametric nonlinear systems: A way to avoid the curse of dimensionality. CDC 2017: 6469-6474 - 2016
- [j80]Juan Yan, Kang Li, Er-Wei Bai, Zhile Yang, Aoife Foley:
Time series wind power forecasting based on variant Gaussian Process and TLBO. Neurocomputing 189: 135-144 (2016) - [c37]Er-Wei Bai:
Parameter convergence in source localization. CCA 2016: 929-933 - [c36]Wen-Xiao Zhao, Han-Fu Chen, Er-Wei Bai, Kang Li:
Strong consistency of kernel-based local variable selection for nonlinear nonparametric systems. AuCC 2016: 221-225 - [c35]Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai:
Consistent variable selection for high-dimensional nonparametric additive nonlinear systems. CDC 2016: 3066-3071 - 2015
- [j79]Liang Dai, Kristiaan Pelckmans, Er-Wei Bai:
Identifiability and convergence analysis of the MINLIP estimator. Autom. 51: 104-110 (2015) - [j78]Wen-Xiao Zhao, Han-Fu Chen, Er-Wei Bai, Kang Li:
Kernel-based local order estimation of nonlinear nonparametric systems. Autom. 51: 243-254 (2015) - [j77]Er-Wei Bai, Henry Ernest Baidoo-Williams, Raghuraman Mudumbai, Soura Dasgupta:
Robust tracking of piecewise linear trajectories with binary sensor networks. Autom. 61: 134-145 (2015) - [j76]Er-Wei Bai, Hideaki Ishii, Roberto Tempo:
A Markov Chain Monte Carlo Approach to Nonlinear Parametric System Identification. IEEE Trans. Autom. Control. 60(9): 2542-2546 (2015) - [j75]Long Zhang, Kang Li, Er-Wei Bai, George W. Irwin:
Two-Stage Orthogonal Least Squares Methods for Neural Network Construction. IEEE Trans. Neural Networks Learn. Syst. 26(8): 1608-1621 (2015) - [c34]Er-Wei Bai, Soura Dasgupta, Raghuraman Mudumbai:
A bayesian approach to multiple target localization. CDC 2015: 2426-2431 - [c33]Henry E. Baidoo-Williams, Raghuraman Mudumbai, Er-Wei Bai, Soura Dasgupta:
Some theoretical limits on nuclear source localization and tracking. ITA 2015: 270-274 - 2014
- [j74]Er-Wei Bai, Kang Li, Wen-Xiao Zhao, Weiyu Xu:
Kernel based approaches to local nonlinear non-parametric variable selection. Autom. 50(1): 100-113 (2014) - [j73]Weiyu Xu, Er-Wei Bai, Myung Cho:
System identification in the presence of outliers and random noises: A compressed sensing approach. Autom. 50(11): 2905-2911 (2014) - [c32]Er-Wei Bai, Kidane Yosief, Raghu Mudumbai, Soura Dasgupta:
Source location estimation for possibly unknown propagation models. ACC 2014: 1729-1734 - [c31]Er-Wei Bai, Kidane Yosief, Soura Dasgupta, Raghuraman Mudumbai:
The maximum likelihood estimate for radiation source localization: Initializing an iterative search. CDC 2014: 277-282 - [c30]Hema Kumari Achanta, Soura Dasgupta, Weiyu Xu, Raghuraman Mudumbai, Er-Wei Bai:
A distributed control law for optimum sensor placement for source localization. ICACCI 2014: 915-919 - [c29]Er-Wei Bai, Kang Li, Paul Kump:
Variable selection by RIVAL. MED 2014: 913-917 - 2013
- [j72]Henry E. Baidoo-Williams, Soura Dasgupta, Raghuraman Mudumbai, Er-Wei Bai:
On the Gradient Descent Localization of Radioactive Sources. IEEE Signal Process. Lett. 20(11): 1046-1049 (2013) - [j71]Long Zhang, Kang Li, Er-Wei Bai:
A New Extension of Newton Algorithm for Nonlinear System Modelling Using RBF Neural Networks. IEEE Trans. Autom. Control. 58(11): 2929-2933 (2013) - [j70]Wen-Xiao Zhao, Wei Xing Zheng, Er-Wei Bai:
A Recursive Local Linear Estimator for Identification of Nonlinear ARX Systems: Asymptotical Convergence and Applications. IEEE Trans. Autom. Control. 58(12): 3054-3069 (2013) - [c28]Wen-Xiao Zhao, Han-Fu Chen, Er-Wei Bai, Kang Li:
A local information criterion for order identification of nonlinear ARX systems. ASCC 2013: 1-6 - [c27]Long Zhang, Kang Li, Er-Wei Bai:
A novel LOO based two-stage method for automatic model identification of a class of nonlinear dynamic systems. CDC 2013: 4290-4295 - [c26]Er-Wei Bai, Kang Li, Wen-Xiao Zhao, Weiyu Xu:
Local variable selection and dimension determination of nonlinear non-parametric systems. CDC 2013: 4296-4301 - [c25]Weiyu Xu, Er-Wei Bai, Myung Cho:
Toeplitz matrix based sparse error correction in system identification: Outliers and random noises. ICASSP 2013: 6640-6644 - 2012
- [j69]Paul Kump, Er-Wei Bai, Kung-Sik Chan, Bill Eichinger, Kang Li:
Variable selection via RIVAL (removing irrelevant variables amidst Lasso iterations) and its application to nuclear material detection. Autom. 48(9): 2107-2115 (2012) - [j68]Hideaki Ishii, Roberto Tempo, Er-Wei Bai:
PageRank computation via a distributed randomized approach with lossy communication. Syst. Control. Lett. 61(12): 1221-1228 (2012) - [j67]Zhijun Cai, Er-Wei Bai:
How Nonlinear Parametric Wiener System Identification is Under Gaussian Inputs? IEEE Trans. Autom. Control. 57(3): 738-742 (2012) - [j66]Hideaki Ishii, Roberto Tempo, Er-Wei Bai:
A Web Aggregation Approach for Distributed Randomized PageRank Algorithms. IEEE Trans. Autom. Control. 57(11): 2703-2717 (2012) - [c24]Cheng Zhang, Gary E. Christensen, Sebastian Kurtek, Anuj Srivastava, Martin J. Murphy, Elisabeth Weiss, Er-Wei Bai, Jeffrey F. Williamson:
SUPIR: Surface Uncertainty-Penalized, Non-rigid Image Registration for Pelvic CT Imaging. WBIR 2012: 236-245 - [i4]Hideaki Ishii, Roberto Tempo, Er-Wei Bai:
A Web Aggregation Approach for Distributed Randomized PageRank Algorithms. CoRR abs/1203.6606 (2012) - [i3]Weiyu Xu, Er-Wei Bai:
Toeplitz Matrix Based Sparse Error Correction in System Identification. CoRR abs/1207.4104 (2012) - [i2]Weiyu Xu, Er-Wei Bai, Myung Cho:
Toeplitz Matrix Based Sparse Error Correction in System Identification: Outliers and Random Noises. CoRR abs/1212.0877 (2012) - 2011
- [j65]Zhijun Cai, Er-Wei Bai:
Making parametric Hammerstein system identification a linear problem. Autom. 47(8): 1806-1812 (2011) - [c23]Hideaki Ishii, Roberto Tempo, Er-Wei Bai:
A new approach for aggregated PageRank computation via distributed randomized algorithms. CDC/ECC 2011: 6421-6426 - [i1]Raúl Isea, Er-Wei Bai, Karl E. Lonngren:
On the Long-term Health Care Crisis. A Possible Eradication Scenario. CoRR abs/1112.1814 (2011) - 2010
- [j64]Er-Wei Bai, Roberto Tempo:
Representation and identification of non-parametric nonlinear systems of short term memory and low degree of interaction. Autom. 46(10): 1595-1603 (2010) - [j63]Er-Wei Bai, Kang Li:
Convergence of the iterative algorithm for a general Hammerstein system identification. Autom. 46(11): 1891-1896 (2010) - [j62]Zhijun Cai, Er-Wei Bai, Richard K. Shields:
Fatigue and non-fatigue mathematical muscle models during functional electrical stimulation of paralyzed muscle. Biomed. Signal Process. Control. 5(2): 87-93 (2010) - [j61]Er-Wei Bai:
Non-Parametric Nonlinear System Identification: An Asymptotic Minimum Mean Squared Error Estimator. IEEE Trans. Autom. Control. 55(7): 1615-1626 (2010) - [j60]Er-Wei Bai, Manfred Deistler:
An Interactive Term Approach to Non-Parametric FIR Nonlinear System Identification. IEEE Trans. Autom. Control. 55(8): 1952-1957 (2010) - [c22]Zhijun Cai, Er-Wei Bai:
Is Wiener/Hammerstein system identification really nonlinear? CDC 2010: 1171-1176 - [c21]Zhijun Cai, Er-Wei Bai, Ge Wang:
Adaptive bolus chasing Computed Tomography Angiography: Modeling, identification, control and experimental results. CDC 2010: 3397-3402 - [c20]Hideaki Ishii, Roberto Tempo, Er-Wei Bai:
Distributed randomized pagerank algorithms based on web aggregation over unreliable channels. CDC 2010: 6602-6607
2000 – 2009
- 2009
- [j59]Er-Wei Bai, Zhijun Cai, Shauna Dudley-Javoroski, Richard K. Shields:
Identification of a modified Wiener-Hammerstein system and its application in electrically stimulated paralyzed skeletal muscle modeling. Autom. 45(3): 736-743 (2009) - [j58]Er-Wei Bai, John Reyland Jr.:
Towards identification of Wiener systems with the least amount of a priori information: IIR cases. Autom. 45(4): 956-964 (2009) - [j57]Zhijun Cai, Ge Wang, Er-Wei Bai:
Adaptive bolus-chasing computed tomography angiography in the cases of symmetric and asymmetric arterial flows in peripheral arteries. Biomed. Signal Process. Control. 4(4): 302-308 (2009) - [j56]Er-Wei Bai, Sunaina Fotedar, Alan Moy:
Modelling and parameter estimation of a cell system. Int. J. Model. Identif. Control. 6(1): 72-80 (2009) - [j55]Er-Wei Bai, Kung-Sik Chan, Colbin Erdahl:
Identification of non-parametric FIR non-linear systems with low-degree interactive terms. IMA J. Math. Control. Inf. 26(2): 239-255 (2009) - [j54]Kang Li, Jian Xun Peng, Er-Wei Bai:
Two-Stage Mixed Discrete-Continuous Identification of Radial Basis Function (RBF) Neural Models for Nonlinear Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 56-I(3): 630-643 (2009) - [c19]Hideaki Ishii, Roberto Tempo, Er-Wei Bai, Fabrizio Dabbene:
Distributed randomized PageRank computation based on web aggregation. CDC 2009: 3026-3031 - [c18]Er-Wei Bai:
Non-parametric nonlinear system identification: An asymptotic minimum mean squared error estimator. CDC 2009: 6768-6773 - 2008
- [j53]Er-Wei Bai, Kung-Sik Chan:
Identification of an additive nonlinear system and its applications in generalized Hammerstein models. Autom. 44(2): 430-436 (2008) - [j52]Er-Wei Bai, John Reyland Jr.:
Towards identification of Wiener systems with the least amount of a priori information on the nonlinearity. Autom. 44(4): 910-919 (2008) - [j51]Er-Wei Bai:
Author's reply. Autom. 44(5): 1456 (2008) - [j50]Zhijun Cai, Colbin Erdahl, Kai Zeng, Tom Potts, Melhem Sharafuddin, Osama Saba, Ge Wang, Er-Wei Bai:
Adaptive bolus chasing computed tomography angiography: Control scheme and experimental results. Biomed. Signal Process. Control. 3(4): 319-326 (2008) - [j49]Er-Wei Bai:
Non-Parametric Nonlinear System Identification: A Data-Driven Orthogonal Basis Function Approach. IEEE Trans. Autom. Control. 53(11): 2615-2626 (2008) - [j48]Er-Wei Bai, Zhijun Cai, Robert J. McCabe, Ge Wang:
An Adaptive Optimal Control Design for a Bolus Chasing Computed Tomography Angiography. IEEE Trans. Control. Syst. Technol. 16(1): 60-69 (2008) - [c17]Er-Wei Bai, Zhijun Cai, Shauna Dudley-Javoroski, Richard K. Shields:
Application of Wiener-Hammerstein system identification in electrically stimulated paralyzed skeletal muscle modeling. CDC 2008: 3305-3310 - 2007
- [j47]Yun Liu, Er-Wei Bai:
Iterative identification of Hammerstein systems. Autom. 43(2): 346-354 (2007) - [j46]Kai Zeng, Er-Wei Bai, Ge Wang:
A Fast CT Reconstruction Scheme for a General Multi-Core PC. Int. J. Biomed. Imaging 2007: 29160:1-29160:9 (2007) - [j45]Zhijun Cai, Robert J. McCabe, Ge Wang, Er-Wei Bai:
Bolus chasing computed tomography angiography using local maximum tracking method. Int. J. Model. Identif. Control. 2(4): 305-312 (2007) - [j44]Er-Wei Bai, Yun Liu:
Estimation of nonlinear systems without a priori structural information and its application in Hammerstein model identification with dynamic nonlinearities. IMA J. Math. Control. Inf. 24(3): 315-337 (2007) - [j43]Deepak Bharkhada, Hengyong Yu, Kai Zeng, Er-Wei Bai, Ge Wang:
A comparative study on interpolation methods for controlled cardiac CT. Int. J. Imaging Syst. Technol. 17(2): 91-98 (2007) - [j42]Er-Wei Bai, Roberto Tempo, Yun Liu:
Identification of IIR Nonlinear Systems Without Prior Structural Information. IEEE Trans. Autom. Control. 52(3): 442-453 (2007) - [j41]Er-Wei Bai, Yun Liu:
Recursive Direct Weight Optimization in Nonlinear System Identification: A Minimal Probability Approach. IEEE Trans. Autom. Control. 52(7): 1218-1231 (2007) - [c16]Er-Wei Bai, Vito Cerone, Diego Regruto:
Separable inputs for the identification of block-oriented nonlinear systems. ACC 2007: 1548-1553 - [c15]Er-Wei Bai, Manfred Deistler:
An interactive term approach to non-parametric FIR nonlinear system identification. CDC 2007: 5086-5091 - 2006
- [j40]Kang Li, Jian Xun Peng, Er-Wei Bai:
A two-stage algorithm for identification of nonlinear dynamic systems. Autom. 42(7): 1189-1197 (2006) - [j39]Er-Wei Bai, Chenglin Wang, Ying Liu, Ge Wang:
Controlled Cardiac Computed Tomography. Int. J. Biomed. Imaging 2006: 12819:1-12819:11 (2006) - [j38]Er-Wei Bai, Yun Liu:
Least squares solutions of bilinear equations. Syst. Control. Lett. 55(6): 466-472 (2006) - [c14]Yun Liu, Er-Wei Bai:
Iterative identification of Hammerstein systems with piecewise-linear nonlinearities. ACC 2006: 1-6 - [c13]Er-Wei Bai, Yun Liu:
A Minimal Probability Approach in Nonparametric Nonlinear System Identification. CDC 2006: 2500-2505 - 2005
- [j37]Er-Wei Bai:
Identification of nonlinear additive FIR systems. Autom. 41(7): 1247-1253 (2005) - [j36]Er-Wei Bai:
Discussion on: "Subspace-based Identification Algorithms for Hammerstein and Wiener Models". Eur. J. Control 11(2): 137-149 (2005) - [j35]Er-Wei Bai, Qingyu Li, Zhiyong Zhang:
Blind source separation/channel equalization of nonlinear channels with binary inputs. IEEE Trans. Signal Process. 53(7): 2315-2323 (2005) - [c12]Er-Wei Bai, Yun Liu:
On the Least Squares Solutions of a System of Bilinear Equations. CDC/ECC 2005: 1197-1202 - [c11]Wataru Kitamura, Yasumasa Fujisaki, Er-Wei Bai:
The Size of the Membership Set in the Presence of Disturbance and Parameter Uncertainty. CDC/ECC 2005: 5698-5703 - [c10]Er-Wei Bai:
Identification of an Additive NFIR System and its applications in generalized Hammerstein models. CDC/ECC 2005: 6406-6411 - 2004
- [j34]Er-Wei Bai:
Decoupling the linear and nonlinear parts in Hammerstein model identification. Autom. 40(4): 671-676 (2004) - [j33]Er-Wei Bai, Karl E. Lonngren:
Capacitors and the method of moments. Comput. Electr. Eng. 30(3): 223-229 (2004) - [j32]Er-Wei Bai, Duan Li:
Convergence of the iterative Hammerstein system identification algorithm. IEEE Trans. Autom. Control. 49(11): 1929-1940 (2004) - [c9]Er-Wei Bai, Duan Li:
Convergence of the iterative Hammerstein system identification algorithm. CDC 2004: 3868-3873 - 2003
- [j31]Er-Wei Bai:
Frequency domain identification of Wiener models. Autom. 39(9): 1521-1530 (2003) - [j30]Er-Wei Bai:
A random least-trimmed-squares identification algorithm. Autom. 39(9): 1651-1659 (2003) - [j29]Er-Wei Bai, Karl E. Lonngren:
The spherical capacitor: a vehicle to introduce numerical methods. Comput. Electr. Eng. 29(1): 231-234 (2003) - [j28]Er-Wei Bai:
Frequency domain identification of Hammerstein models. IEEE Trans. Autom. Control. 48(4): 530-542 (2003) - [j27]Qingyu Li, Er-Wei Bai, Zhi Ding:
Blind source separation of signals with known alphabets using ε-approximation algorithms. IEEE Trans. Signal Process. 51(1): 1-10 (2003) - [c8]Er-Wei Bai:
A random Least Trimmed Squares identification algorithm. CDC 2003: 3461-3466 - 2002
- [j26]Er-Wei Bai, Qingyu Li, Soura Dasgupta:
Blind identifiability of IIR systems. Autom. 38(1): 181-184 (2002) - [j25]Er-Wei Bai, Ying-Qing Wu:
Limiting zero distribution of sampled systems. Autom. 38(5): 843-851 (2002) - [j24]Er-Wei Bai:
Identification of linear systems with hard input nonlinearities of known structure. Autom. 38(5): 853-860 (2002) - [j23]Er-Wei Bai:
A blind approach to the Hammerstein-Wiener model identification. Autom. 38(6): 967-979 (2002) - [j22]Er-Wei Bai, Karl E. Lonngren:
On the capacitance of a cube. Comput. Electr. Eng. 28(4): 317-321 (2002) - [j21]