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2020 – today
- 2024
[j49]Tianlei Wang, Xiaoping Lai, Jiuwen Cao:
A highly efficient ADMM-based algorithm for outlier-robust regression with Huber loss. Appl. Intell. 54(6): 5147-5166 (2024)- [j48]Deyang Zhou, Lu Xu, Tianlei Wang, Shaonong Wei, Feng Gao, Xiaoping Lai, Jiuwen Cao:
M-DDC: MRI based demyelinative diseases classification with U-Net segmentation and convolutional network. Neural Networks 169: 108-119 (2024) - [j47]Guojie Xie, Tianlei Wang, Dekang Liu, Wandong Zhang, Xiaoping Lai:
Within-Class Constraint Based Multi-task Autoencoder for One-Class Classification. Neural Process. Lett. 56(5): 227 (2024) - 2023
- [j46]Wenbin Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu:
Mean amplitude spectrum based epileptic state classification for seizure prediction using convolutional neural networks. J. Ambient Intell. Humaniz. Comput. 14(11): 15485-15495 (2023) - [j45]Xuanyue Shentu
, Xiaoping Lai, Tianlei Wang, Jiuwen Cao:
Efficient ADMM-Based Algorithm for Regularized Minimax Approximation. IEEE Signal Process. Lett. 30: 210-214 (2023) - [j44]Huahua Wu, Jiagui Chen, Tianlei Wang, Xiaoping Lai, Jiuwen Cao:
Ship License Plate Super-Resolution in the Wild. IEEE Signal Process. Lett. 30: 394-398 (2023) - [j43]Xiaonan Cui, Tianlei Wang, Xiaoping Lai, Tiejia Jiang, Feng Gao, Jiuwen Cao:
Cross-Subject Seizure Detection by Joint-Probability-Discrepancy-Based Domain Adaptation. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j42]Xiaoping Lai, Jiuwen Cao, Zhiping Lin:
An Accelerated Maximally Split ADMM for a Class of Generalized Ridge Regression. IEEE Trans. Neural Networks Learn. Syst. 34(2): 958-972 (2023) - 2022
- [j41]Huoping Yi, Xiaoping Lai:
Design of low-pass and band-pass infinite impulse response maximally flat stable digital differentiators. IET Signal Process. 16(2): 201-219 (2022) - [j40]Xiaonan Cui, Dinghan Hu, Peng Lin, Jiuwen Cao, Xiaoping Lai, Tianlei Wang, Tiejia Jiang, Feng Gao:
Deep feature fusion based childhood epilepsy syndrome classification from electroencephalogram. Neural Networks 150: 313-325 (2022) - 2021
- [j39]Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu, Shuang Wang, Yao Ding:
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm. IEEE Trans. Cogn. Dev. Syst. 13(2): 368-382 (2021) - [j38]Xiaonan Cui, Jiuwen Cao, Tianlei Wang, Xiaoping Lai:
Robust Randomized Autoencoder and Correntropy Criterion-Based One-Class Classification. IEEE Trans. Circuits Syst. II Express Briefs 68(4): 1517-1521 (2021) - [j37]Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Yaomin Wang, Shuang Wang, Yao Ding:
Epileptic State Classification by Fusing Hand-Crafted and Deep Learning EEG Features. IEEE Trans. Circuits Syst. II Express Briefs 68(4): 1542-1546 (2021) - [j36]Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Q. M. Jonathan Wu:
Hierarchical One-Class Classifier With Within-Class Scatter-Based Autoencoders. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3770-3776 (2021) - [c39]Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye:
Knowledge-aware Coupled Graph Neural Network for Social Recommendation. AAAI 2021: 4115-4122 - [c38]Ziwang Luo, David B. H. Tay, Xiaoping Lai, Zhiping Lin:
Design of Orthogonal Wavelet Filters with Minimum RMS Bandwidth Using A Symbolic Approach. ISCAS 2021: 1-5 - [i1]Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye:
Knowledge-aware Coupled Graph Neural Network for Social Recommendation. CoRR abs/2110.03987 (2021) - 2020
- [j35]Xiaoping Lai, Jiuwen Cao, Xiaofeng Huang, Tianlei Wang, Zhiping Lin:
A Maximally Split and Relaxed ADMM for Regularized Extreme Learning Machines. IEEE Trans. Neural Networks Learn. Syst. 31(6): 1899-1913 (2020) - [c37]Haochong Lan, Zhiping Lin, Xiaoping Lai:
Searching for High Accuracy Mix-Bitwidth Network Architecture. ICARCV 2020: 1317-1322 - [c36]Rongzhi Ma, Jiuwen Cao, Tianlei Wang, Xiaoping Lai:
Affine Transformation Based Hierarchical Extreme Learning Machine. ISCAS 2020: 1-5 - [c35]Weiyu Zeng, Jiuwen Cao, Jianzhong Wang, Xiaoping Lai, Zhiping Lin:
MAM: Mixed Attention Module with Random Disruption Augmentation for Image Classification. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [j34]Ruijie Zhao, Xiaoping Lai, David B. H. Tay, Zhiping Lin:
An Alternating Variable Technique for the Constrained Minimax Design of Frequency-Response-Masking Filters. Circuits Syst. Signal Process. 38(2): 827-846 (2019) - [j33]Huoping Yi, Xiaoping Lai, Hailong Meng:
A Modified Annulus Sector Constraint for Constrained FIR Filter Designs. Circuits Syst. Signal Process. 38(11): 5373-5392 (2019) - [j32]Ruijie Zhao, Xiaoping Lai, Xiaoying Hong, Zhiping Lin:
A matrix-based IRLS algorithm for the least \({l}_{p}\) -norm design of 2-D FIR filters. Multidimens. Syst. Signal Process. 30(1): 1-15 (2019) - [j31]Jiuwen Cao, Kai Zhang, Hongwei Yong, Xiaoping Lai, Badong Chen, Zhiping Lin:
Extreme Learning Machine With Affine Transformation Inputs in an Activation Function. IEEE Trans. Neural Networks Learn. Syst. 30(7): 2093-2107 (2019) - [c34]Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu:
Epileptic State Classification based on Intrinsic Mode Function and Wavelet Packet Decomposition. EMBC 2019: 2382-2385 - [c33]Tianlei Wang, Xiaoping Lai, Jiuwen Cao, Chi-Man Vong, Badong Chen:
An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder. ICASSP 2019: 3817-3821 - [c32]Xiaoping Lai, Jiuwen Cao, Zhiping Lin:
Minimax Magnitude Response Approximation of Pole-radius Constrained IIR Digital Filters. ICASSP 2019: 5491-5495 - 2018
- [j30]Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Badong Chen:
Deep Weighted Extreme Learning Machine. Cogn. Comput. 10(6): 890-907 (2018) - [j29]Hailong Meng, Xiaoping Lai, Jiuwen Cao, Zhiping Lin:
A Sequential Partial Optimization Algorithm with Guaranteed Convergence for Minimax Design of IIR Digital Filters. Circuits Syst. Signal Process. 37(10): 4336-4362 (2018) - [j28]Shuya Ding, Bilal Mirza, Zhiping Lin, Jiuwen Cao, Xiaoping Lai, Tam V. Nguyen, Jose Sepulveda:
Kernel based online learning for imbalance multiclass classification. Neurocomputing 277: 139-148 (2018) - [j27]Jiuwen Cao, Tianlei Wang, Luming Shang, Xiaoping Lai, Chi-Man Vong, Badong Chen:
An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization. J. Frankl. Inst. 355(4): 1539-1558 (2018) - [c31]Zhiwei Liang, Xipeng Yu, Yinong Chu, Geng Li, Qianrong Liang, Xiaoping Lai:
Html5 private electronic health record based on Chinese WS series standards. BIBM 2018: 2837 - [c30]Dinghan Hu, Xiaoping Lai:
Magnitude Design of FIR Evidence Filters with Prescribed Transition Rolloff Using Bisection and ICMEE. FUSION 2018: 651-656 - [c29]Xiaoping Lai, Jiuwen Cao, Ruijie Zhao, Zhiping Lin:
A Relaxed ADMM Algorithm for WLS Design of Linear-Phase 2D FIR Filters. DSP 2018: 1-5 - [c28]Jiajun Sun, Guohua Wang, Zhiping Lin, Sirajudeen Gulam Razul, Xiaoping Lai:
Automatic Modulation Classification of Cochannel Signals using Deep Learning. DSP 2018: 1-5 - [c27]Ruijie Zhao, Xiaoping Lai, Zhiping Lin, Zhifeng Gao:
A Bi-matrix-based Conjugate Gradient Algorithm for the WLS Design of Centro-symmetric 2-D FIR Filters. DSP 2018: 1-5 - [c26]Xiaoping Lai, Jiuwen Cao, Zhiping Lin:
A Novel Relaxed ADMM with Highly Parallel Implementation for Extreme Learning Machine. ISCAS 2018: 1-5 - [c25]Ruijie Zhao, Xiaoping Lai, Zhiping Lin:
An Iterative Reweighted Minimax Algorithm for the Design of FRM-based Two-channel QMF Banks. ISCAS 2018: 1-5 - 2017
- [j26]Jiuwen Cao, Jun Liu, Jianzhong Wang, Xiaoping Lai:
Acoustic vector sensor: reviews and future perspectives. IET Signal Process. 11(1): 1-9 (2017) - [j25]Xiaoping Lai, Hailong Meng, Jiuwen Cao, Zhiping Lin:
A Sequential Partial Optimization Algorithm for Minimax Design of Separable-Denominator 2-D IIR Filters. IEEE Trans. Signal Process. 65(4): 876-887 (2017) - [c24]Qinglai Liu, Yong Ching Lim, Zhiping Lin, Xiaoping Lai:
Design of IIR frequency-response masking filters with near linear phase using constrained optimization. ISCAS 2017: 1-4 - 2016
- [j24]Ruijie Zhao, Xiaoping Lai, Zhiping Lin:
Weighted least squares design of 2-D FIR filters using a matrix-based generalized conjugate gradient method. J. Frankl. Inst. 353(8): 1759-1780 (2016) - [j23]Jiuwen Cao, Jiaoping Hao, Xiaoping Lai, Chi-Man Vong, Minxia Luo:
Ensemble extreme learning machine and sparse representation classification. J. Frankl. Inst. 353(17): 4526-4541 (2016) - [j22]Xiaoying Hong, Xiaoping Lai, Ruijie Zhao:
A fast design algorithm for elliptic-error and phase-error constrained LS 2-D FIR filters. Multidimens. Syst. Signal Process. 27(2): 477-491 (2016) - [j21]Jiuwen Cao, Kai Zhang, Minxia Luo, Chun Yin, Xiaoping Lai:
Extreme learning machine and adaptive sparse representation for image classification. Neural Networks 81: 91-102 (2016) - [j20]Xiaoping Lai, Zhiping Lin:
Iterative Reweighted Minimax Phase Error Designs of IIR Digital Filters With Nearly Linear Phases. IEEE Trans. Signal Process. 64(9): 2416-2428 (2016) - [c23]Zhiwei Liang, LiYi Shi, Hao Tian, Guoqing Xie, Qianrong Liang, Xipeng Yu, Xiaoping Lai, Ye Yuan, Bin Feng:
Multi-lead medical waveform format encoding rules and its application in a wearable watch. BIBM 2016: 1912-1914 - [c22]Tianlei Wang, Jiuwen Cao, Jianzhong Wang, Xiaoping Lai, Zhiping Lin:
Excavation devices classification using enhanced acoustics by MVDR beamforming with a cross microphone array. DSP 2016: 388-392 - [c21]Bilal Mirza, Stanley Kok, Zhiping Lin, Yong Kiang Yeo, Xiaoping Lai, Jiuwen Cao, Jose Sepulveda:
Efficient representation learning for high-dimensional imbalance data. DSP 2016: 511-515 - [c20]Ruijie Zhao, Xiaoping Lai, Zhiping Lin, Xiaoying Hong:
A matrix iterative algorithm for the WLS design of variable fractional delay FIR filters. DSP 2016: 632-636 - [c19]Jiuwen Cao, Xiaoping Lai:
MVDR beamformer analysis of acoustic vector sensor with single directional interference. ISCAS 2016: 774-777 - [c18]Xiaoying Hong, Ruijie Zhao, Xiaoping Lai, Jiuwen Cao:
A matrix-based algorithm for the CLS design of centrally symmetric 2-D FIR filters. ISCAS 2016: 1230-1233 - 2015
- [j19]Jun Liu, Yunfei Guo, Anke Xue, Xiaoping Lai:
An Iterative Constrained Minimax Approach to Magnitude Response Design of FIR Evidence Filters. Circuits Syst. Signal Process. 34(11): 3559-3572 (2015) - [j18]Jiuwen Cao, Yanfei Zhao, Xiaoping Lai, Marcus Eng Hock Ong, Chun Yin, Zhixiong Koh, Nan Liu:
Landmark recognition with sparse representation classification and extreme learning machine. J. Frankl. Inst. 352(10): 4528-4545 (2015) - [c17]Zhiwei Liang, DongXu Jiang, Xiaoping Lai, XueLian Mo, Qianrong Liang, Xiaoyan Luo, LiWen Zhou, ZhongXun Yuan, JianBiao Xu, Xiaoyang Zhang, Ning Xu, Ye Yuan, Jing An, JuanHong Zeng, ShouZeng Zheng, CanDong Li, Yi Zhou:
Cooperative service model innovation and pilot application in the prevention and control on diabetic retinopathy with web-movable hand-hold fundus camera in regional health and medicine of digitization. BIBM 2015: 1731-1733 - [c16]Xiaoying Hong, Ruijie Zhao, Xiaoping Lai:
A matrix-based constrained minimax design of 2-D FIR filters with reduced group delay error. DSP 2015: 24-28 - [c15]Jiuwen Cao, Yanfei Zhao, Xiaoping Lai, Tao Chen, Nan Liu, Bilal Mirza, Zhiping Lin:
Landmark recognition via sparse representation. DSP 2015: 1030-1034 - [c14]Bilal Mirza, Zhiping Lin, Jiuwen Cao, Xiaoping Lai:
Voting based weighted online sequential extreme learning machine for imbalance multi-class classification. ISCAS 2015: 565-568 - 2014
- [j17]Xiaoping Lai, Zhiping Lin:
Optimal Design of Constrained FIR Filters Without Phase Response Specifications. IEEE Trans. Signal Process. 62(17): 4532-4546 (2014) - [c13]Yue Chen, Dongye Zhang, Zhiping Lin, Xiaoping Lai:
A sequential weighted least squares procedure for design of IIR filters and two-channel IIR filter banks. ISCAS 2014: 1195-1198 - 2013
- [j16]Ruijie Zhao, Xiaoping Lai:
Theory and Design of Linear-Phase Minimax FIR Filters with Mixed Constraints in the Frequency Domain. Circuits Syst. Signal Process. 32(1): 183-203 (2013) - [j15]Ruijie Zhao, Xiaoping Lai:
Efficient 2-D based algorithms for WLS designs of 2-D FIR filters with arbitrary weighting functions. Multidimens. Syst. Signal Process. 24(3): 417-434 (2013) - [j14]Xiaoying Hong, Xiaoping Lai, Ruijie Zhao:
Matrix-Based Algorithms for Constrained Least-Squares and Minimax Designs of 2-D Linear-Phase FIR Filters. IEEE Trans. Signal Process. 61(14): 3620-3631 (2013) - [c12]Xiaoying Hong, Ruijie Zhao, Xiaoping Lai:
A matrix-based algorithm for constrained least-squares design of two-dimensional FIR filters with low group delay. ICICS 2013: 1-5 - [c11]Ruijie Zhao, Xiaoping Lai:
A new iterative reweighted least squares algorithm for the design of FIR filters. ICICS 2013: 1-5 - [c10]Zhiwei Liang, Xiaoyan Luo, Lingli Wang, Qianrong Liang, Yongyun Wang, Xiaoping Lai, Ye Yuan:
An auscultatory technique of Chinese medicine: Pattern recognition based on timbre of human-voice matching with standardized patterns of sound from Bianzhong of Marquis Yi of Zeng (***). BIBM 2013: 130-133 - [c9]Qinjie Ruan, Zhaoyang Jin, Feng Liu, Ping Xu, Xiaoping Lai:
Fast dynamic magnetic resonance imaging based on an improved Motion Estimation/Motion Compensation scheme. BMEI 2013: 38-42 - [c8]Xiaoping Lai, Zhiping Lin:
Design and application of allpass filters with equiripple group delay errors. ISCAS 2013: 2924-2927 - [c7]Ruijie Zhao, Xiaoping Lai:
An efficient matrix iterative algorithm for the WLS design of 2-D FIR filters. ISCAS 2013: 2932-2935 - 2012
- [j13]Xiaoping Lai, Zhiping Lin:
Minimax Phase Error Design of IIR Digital Filters With Prescribed Magnitude and Phase Responses. IEEE Trans. Signal Process. 60(2): 980-986 (2012) - [c6]Xiaoping Lai, Anke Xue, Zhiping Lin, Chunlu Lai:
Minimax design of nonnegative finite impulse response filters. FUSION 2012: 1441-1446 - 2011
- [j12]Ruijie Zhao, Xiaoping Lai:
A fast matrix iterative technique for the WLS design of 2-D quadrantally symmetic FIR filters. Multidimens. Syst. Signal Process. 22(4): 303-317 (2011) - [j11]Xiaoping Lai, Chunlu Lai, Ruijie Zhao:
An Iterative Approach to Near-Uniform Group-Delay Error Design of FIR Filters. IEEE Signal Process. Lett. 18(2): 107-110 (2011) - [j10]Xiaoping Lai, Zhiping Lin, Hon Keung Kwan:
A Sequential Minimization Procedure for Minimax Design of IIR Filters Based on Second-Order Factor Updates. IEEE Trans. Circuits Syst. II Express Briefs 58-II(1): 51-55 (2011) - [c5]Zhiwei Liang, Lingli Wang, Xiaoping Lai, Yanhua Li, Yongyun Wang, Zuye Liang:
The model of high-order multidimensional tree with tristate applied to the digitalization of Yin-Yang theory of Traditional Chinese Medicine. BIBM Workshops 2011: 862-867 - 2010
- [j9]Xiaoping Lai, Zhiping Lin:
Minimax design of IIR digital filters using a sequential constrained least-squares method. IEEE Trans. Signal Process. 58(7): 3901-3906 (2010)
2000 – 2009
- 2009
- [j8]Xiaoping Lai:
Optimal design of nonlinear-phase FIR filters with prescribed phase error. IEEE Trans. Signal Process. 57(9): 3399-3410 (2009) - [c4]Xiaoping Lai, Zhiping Lin:
A sequential constrained least-squares method to minimax design of stable IIR digital filters. CDC 2009: 5069-5073 - 2008
- [j7]Xiaoping Lai:
Online Estimation of Minimum Sizes of 2-D FIR Frequency-Selective Filters With Magnitude Constraints. IEEE Signal Process. Lett. 15: 135-138 (2008) - 2007
- [j6]Xiaoping Lai:
Design of smallest size two-dimensional linear-phase FIR filters with magnitude error constraint. Multidimens. Syst. Signal Process. 18(4): 341-349 (2007) - [j5]Ruijie Zhao, Xiaoping Lai:
Chebyshev Design of Linear-Phase FIR Filters With Linear Equality Constraints. IEEE Trans. Circuits Syst. II Express Briefs 54-II(6): 494-498 (2007) - [j4]Xiaoping Lai, Yun Cheng:
A Sequential Constrained Least-Square Approach to Minimax Design of 2-D FIR Filters. IEEE Trans. Circuits Syst. II Express Briefs 54-II(11): 994-998 (2007) - [c3]Xiaoping Lai:
A Sequential Constrained Least-Square Method for Minimax Design of Linear-phase FIR filters with Time-domain Constraints. ISCAS 2007: 2064-2067 - [c2]Xiaoping Lai, Hon Keung Kwan:
An Online Procedure for Linear-Phase 2-D FIR Filters of Smallest Size with Magnitude Error Constraint. ISCAS 2007: 2970-2973 - 2006
- [j3]Xiaoping Lai, Ruijie Zhao:
On Chebyshev design of linear-phase FIR filters with frequency inequality constraints. IEEE Trans. Circuits Syst. II Express Briefs 53-II(2): 120-124 (2006) - 2005
- [j2]Xiaoping Lai:
Projected least-squares algorithms for constrained FIR filter design. IEEE Trans. Circuits Syst. I Regul. Pap. 52-I(11): 2436-2443 (2005) - [c1]Bing Wang, Xiaoping Lai, Lifeng Xi:
Single-Machine Partial Rescheduling with Bi-criterion Based on Genetic Algorithm. ICIC (1) 2005: 947-956 - 2004
- [j1]Xiaoping Lai:
Constrained Chebyshev design of FIR filters. IEEE Trans. Circuits Syst. II Express Briefs 51-II(3): 143-146 (2004)
Coauthor Index
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