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2020 – today
- 2020
[j57]Hongyun Qin, Houpan Zhou, Jiuwen Cao:
Imbalanced learning algorithm based intelligent abnormal electricity consumption detection. Neurocomputing 402: 112-123 (2020)- [j56]Yexin Shen, Jiuwen Cao, Jianzhong Wang, Zhixin Yang
:
Urban acoustic classification based on deep feature transfer learning. J. Frankl. Inst. 357(1): 667-686 (2020) - [j55]Muqing Deng, Tingchang Fan, Jiuwen Cao, Siu-Ying Fung, Jing Zhang:
Human gait recognition based on deterministic learning and knowledge fusion through multiple walking views. J. Frankl. Inst. 357(4): 2471-2491 (2020) - [j54]Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang:
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Anal. 61: 101652 (2020) - [j53]Fanglin Huang, Ee-Leng Tan, Peng Yang, Shan Huang, Le Ou-Yang, Jiuwen Cao, Tianfu Wang, Baiying Lei:
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation. Medical Image Anal. 63: 101662 (2020) - [j52]Jie Yang, Jiuwen Cao, Tianlei Wang, Anke Xue, Badong Chen:
Regularized correntropy criterion based semi-supervised ELM. Neural Networks 122: 117-129 (2020) - [j51]Muqing Deng, Tingting Meng, Jiuwen Cao, Shimin Wang, Jing Zhang, Huijie Fan:
Heart sound classification based on improved MFCC features and convolutional recurrent neural networks. Neural Networks 130: 22-32 (2020) - [j50]Chun Yin, Sara Dadras, Yuhua Cheng, Xuegang Huang, Jiuwen Cao, Hadi Malek:
Multidimensional Fractional-Order Newton-Based Extremum Seeking for Online Light-Energy Saving Technique of Lighting System. IEEE Trans. Ind. Electron. 67(10): 8576-8586 (2020) - [j49]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) - [j48]Yuqing Xie, Yingsong Li, Yuantao Gu, Jiuwen Cao, Badong Chen:
Fixed-Point Minimum Error Entropy With Fiducial Points. IEEE Trans. Signal Process. 68: 3824-3833 (2020) - [e1]Jiuwen Cao, Chi-Man Vong, Yoan Miche, Amaury Lendasse:
Proceedings of ELM 2018, International Conference on Extreme Learning Machine, Singapore, 21-23 November 2018. Proceedings in Adaptation, Learning and Optimization 11, Springer 2020, ISBN 978-3-030-23306-8 [contents] - [i2]Li Weng, Lingzhi Ye, Jiangmin Tian, Jiuwen Cao, Jianzhong Wang:
Random VLAD based Deep Hashing for Efficient Image Retrieval. CoRR abs/2002.02333 (2020)
2010 – 2019
- 2019
- [j47]Jian-Ping Mei, Huajiang Lv, Jiuwen Cao, Weihua Gong:
Pairwise Constrained Fuzzy Clustering: Relation, Comparison and Parallelization. Int. J. Fuzzy Syst. 21(6): 1938-1949 (2019) - [j46]Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen:
Maximum correntropy adaptation approach for robust compressive sensing reconstruction. Inf. Sci. 480: 381-402 (2019) - [j45]Ru Cao, Jiuwen Cao, Jian-Ping Mei, Chun Yin, Xuegang Huang:
Radar emitter identification with bispectrum and hierarchical extreme learning machine. Multim. Tools Appl. 78(20): 28953-28970 (2019) - [j44]Jiuwen Cao, Min Cao, Jianzhong Wang, Chun Yin, Danping Wang, Pierre-Paul Vidal:
Urban noise recognition with convolutional neural network. Multim. Tools Appl. 78(20): 29021-29041 (2019) - [j43]Ahmed M. A. Sattar, Ömer Faruk Ertugrul, Bahram Gharabaghi, Edward A. McBean, Jiuwen Cao:
Extreme learning machine model for water network management. Neural Comput. Appl. 31(1): 157-169 (2019) - [j42]Haozhen Dai, Jiuwen Cao, Tianlei Wang, Muqing Deng, Zhixin Yang:
Multilayer one-class extreme learning machine. Neural Networks 115: 11-22 (2019) - [j41]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) - [c31]Muqing Deng, Weiming Wu, Jiuwen Cao, Min Tang, Cong Wang:
Deterministic Learning-Based Methodology for Detecting Abnormal Dynamics of Cardiac Repolarization During Ischemia. EMBC 2019: 1492-1495 - [c30]Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu:
Epileptic State Classification based on Intrinsic Mode Function and Wavelet Packet Decomposition. EMBC 2019: 2382-2385 - [c29]Yaomin Wang, Jiuwen Cao, Jianzhong Wang, Dinghan Hu, Muqing Deng:
Epileptic Signal Classification with Deep Transfer Learning Feature on Mean Amplitude Spectrum. EMBC 2019: 2392-2395 - [c28]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 - [c27]Xiaoping Lai, Jiuwen Cao, Zhiping Lin:
Minimax Magnitude Response Approximation of Pole-radius Constrained IIR Digital Filters. ICASSP 2019: 5491-5495 - [c26]Muqing Deng, Haonan Yang, Jiuwen Cao, Xiaoreng Feng:
View-Invariant Gait Recognition Based on Deterministic Learning and Knowledge Fusion. IJCNN 2019: 1-8 - [c25]Lifu Liu, Jiuwen Cao, Xuegang Huang:
High speed collision localization based on surface vibration processing. ISCID (2) 2019: 35-38 - 2018
- [j40]Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Badong Chen:
Deep Weighted Extreme Learning Machine. Cogn. Comput. 10(6): 890-907 (2018) - [j39]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) - [j38]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) - [j37]Yuhua Cheng, Lulu Tian, Chun Yin, Xuegang Huang, Jiuwen Cao, Libing Bai:
Research on crack detection applications of improved PCNN algorithm in moi nondestructive test method. Neurocomputing 277: 249-259 (2018) - [j36]Chun Yin, Xuegang Huang, Sara Dadras, Yuhua Cheng, Jiuwen Cao, Hadi Malek, Jun Mei:
Design of optimal lighting control strategy based on multi-variable fractional-order extremum seeking method. Inf. Sci. 465: 38-60 (2018) - [j35]Jiuwen Cao, Anton Kummert, Zhiping Lin, Jörg Velten:
Recent advances in machine learning for signal analysis and processing. J. Frankl. Inst. 355(4): 1513-1516 (2018) - [j34]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) - [j33]Chun Yin, Shanshan Wu, Shiwei Zhou, Jiuwen Cao, Xuegang Huang, Yuhua Cheng:
Design and stability analysis of multivariate extremum seeking with Newton method. J. Frankl. Inst. 355(4): 1559-1578 (2018) - [j32]Jie Huo, Q. M. Jonathan Wu, Jiuwen Cao, Guanghui Wang:
Supervoxel based method for multi-atlas segmentation of brain MR images. NeuroImage 175: 201-214 (2018) - [j31]Badong Chen, Xin Wang, Na Lu, Shiyuan Wang, Jiuwen Cao, Jing Qin:
Mixture correntropy for robust learning. Pattern Recognit. 79: 318-327 (2018) - [j30]Zejian Yuan, Xin Wang, Jiuwen Cao, Haiquan Zhao, Badong Chen:
Robust Matching Pursuit Extreme Learning Machines. Sci. Program. 2018: 4563040:1-4563040:10 (2018) - [j29]Chiman Wong, Chi-Man Vong, Pak-Kin Wong, Jiuwen Cao:
Kernel-Based Multilayer Extreme Learning Machines for Representation Learning. IEEE Trans. Neural Networks Learn. Syst. 29(3): 757-762 (2018) - [j28]Chi-Man Vong, Jie Du, Chiman Wong, Jiuwen Cao:
Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6163-6177 (2018) - [c24]Ru Cao, Jiuwen Cao:
Radar Emitter Identification with Bispectrum based LBP and Extreme Learning Machine. DSL 2018: 1-5 - [c23]Fei Cheng, Jiuwen Cao, Jianzhong Wang, Danping Wang, Pierre-Paul Vidal:
Excavation Devices Recognition with ELM-AE based Multi-Feature Learning Algorithm. DSL 2018: 1-5 - [c22]Xiaoping Lai, Jiuwen Cao, Ruijie Zhao, Zhiping Lin:
A Relaxed ADMM Algorithm for WLS Design of Linear-Phase 2D FIR Filters. DSL 2018: 1-5 - [c21]Xiaoping Lai, Jiuwen Cao, Zhiping Lin:
A Novel Relaxed ADMM with Highly Parallel Implementation for Extreme Learning Machine. ISCAS 2018: 1-5 - [c20]Long D. Nguyen, Dongyun Lin, Zhiping Lin, Jiuwen Cao:
Deep CNNs for microscopic image classification by exploiting transfer learning and feature concatenation. ISCAS 2018: 1-5 - 2017
- [j27]Xi Liu, Badong Chen, Haiquan Zhao, Jing Qin, Jiuwen Cao:
Maximum Correntropy Kalman Filter With State Constraints. IEEE Access 5: 25846-25853 (2017) - [j26]Chi-Man Vong, Yan Liu, Jiuwen Cao, Chun Yin:
Cascaded re-ranking modelling of translation hypotheses using extreme learning machines. Appl. Soft Comput. 58: 681-689 (2017) - [j25]Nan Liu, Jeffrey Tadashi Sakamoto, Jiuwen Cao, Zhixiong Koh, Andrew Fu Wah Ho, Zhiping Lin, Marcus Eng Hock Ong:
Ensemble-Based Risk Scoring with Extreme Learning Machine for Prediction of Adverse Cardiac Events. Cogn. Comput. 9(4): 545-554 (2017) - [j24]Jianzhong Wang, Kai Ye, Jiuwen Cao, Tianlei Wang, Anke Xue, Yuhua Cheng, Chun Yin:
DOA Estimation of Excavation Devices with ELM and MUSIC-Based Hybrid Algorithm. Cogn. Comput. 9(4): 564-580 (2017) - [j23]Xi Liu, Badong Chen, Jiuwen Cao, Bin Xu, Haiquan Zhao:
State space least p-power filter. Digit. Signal Process. 63: 1-9 (2017) - [j22]Jiuwen Cao, Jun Liu, Jianzhong Wang, Xiaoping Lai:
Acoustic vector sensor: reviews and future perspectives. IET Signal Process. 11(1): 1-9 (2017) - [j21]Jiuwen Cao, Tuo Zhao, Jianzhong Wang, Ruirong Wang, Yun Chen:
Excavation equipment classification based on improved MFCC features and ELM. Neurocomputing 261: 231-241 (2017) - [j20]Jiuwen Cao, Chuan-Yu Chang:
Machine learning in nD signal processing. Multidimens. Syst. Signal Process. 28(3): 791-793 (2017) - [j19]Jiuwen Cao, Wuhao Huang, Tuo Zhao, Jianzhong Wang, Ruirong Wang:
An enhance excavation equipments classification algorithm based on acoustic spectrum dynamic feature. Multidimens. Syst. Signal Process. 28(3): 921-943 (2017) - [j18]Jiuwen Cao, Wei Wang, Jianzhong Wang, Ruirong Wang:
Excavation Equipment Recognition Based on Novel Acoustic Statistical Features. IEEE Trans. Cybern. 47(12): 4392-4404 (2017) - [j17]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) - [c19]Nhu Y. Le, Zhiping Lin, David B. H. Tay, Li Xu, Jiuwen Cao:
Design of orthogonal filterbanks with rational coefficients using Grobner bases. ISCAS 2017: 1-4 - [c18]Yunfeng Liang, Zhiping Lin, Lei Sun, Jiuwen Cao:
Document image binarization via optimized hybrid thresholding. ISCAS 2017: 1-4 - [c17]Dongyun Lin, Zhiping Lin, Lei Sun, Kar-Ann Toh, Jiuwen Cao:
LLC encoded BoW features and softmax regression for microscopic image classification. ISCAS 2017: 1-4 - [c16]Lei Cai, Huanqiang Zeng, Jianqing Zhu, Jiuwen Cao, Junhui Hou, Canhui Cai:
Multi-view joint learning network for pedestrian gender classification. ISPACS 2017: 23-27 - [c15]Rong Li, Jianzhong Wang, Tianlei Wang, Jiuwen Cao, Huanqiang Zeng:
An intelligent distance estimation algorithm based on attenuation property of acoustic signal for excavation devices localization. ISPACS 2017: 114-119 - [c14]Jinhui Hou, Huanqiang Zeng, Lei Cai, Jianqing Zhu, Jiuwen Cao, Junhui Hou:
Handwritten numeral recognition using multi-task learning. ISPACS 2017: 155-158 - [c13]Ru Xu, Jianzhong Wang, Tianlei Wang, Jiuwen Cao, Huanqiang Zeng:
A novel excavation device recognition based underground network surveilliance system. ISPACS 2017: 206-211 - [i1]Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen:
Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction. CoRR abs/1706.03226 (2017) - 2016
- [j16]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) - [j15]Jiuwen Cao, Tao Chen, Jiayuan Fan:
Landmark recognition with compact BoW histogram and ensemble ELM. Multim. Tools Appl. 75(5): 2839-2857 (2016) - [j14]Yi Jin, Jiuwen Cao, Yizhi Wang, Ruicong Zhi:
Ensemble based extreme learning machine for cross-modality face matching. Multim. Tools Appl. 75(19): 11831-11846 (2016) - [j13]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) - [c12]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 - [c11]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 - [c10]Jiuwen Cao, Xiaoping Lai:
MVDR beamformer analysis of acoustic vector sensor with single directional interference. ISCAS 2016: 774-777 - [c9]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
- [j12]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) - [c8]Jiuwen Cao, Yanfei Zhao, Xiaoping Lai, Tao Chen, Nan Liu, Bilal Mirza, Zhiping Lin:
Landmark recognition via sparse representation. DSP 2015: 1030-1034 - [c7]Jiayuan Fan, Tao Chen, Jiuwen Cao:
Image tampering detection using noise histogram features. DSP 2015: 1044-1048 - [c6]Nan Liu, Jiuwen Cao, Zhixiong Koh, Zhiping Lin, Marcus Eng Hock Ong:
Analysis of patient outcome using ECG and extreme learning machine ensemble. DSP 2015: 1049-1052 - [c5]Jiuwen Cao, Zhiping Lin:
Performance bound of multiple hypotheses classification in compressed sensing. ISCAS 2015: 433-436 - [c4]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
- [j11]Jiuwen Cao, Zhiping Lin:
Bayesian signal detection with compressed measurements. Inf. Sci. 289: 241-253 (2014) - [j10]Yi Jin, Jiuwen Cao, Qiuqi Ruan, Xueqiao Wang:
Cross-Modality 2D-3D Face Recognition via Multiview Smooth Discriminant Analysis Based on ELM. J. Electr. Comput. Eng. 2014: 584241:1-584241:9 (2014) - [c3]Jiuwen Cao, Andy W. H. Khong, Sharon Gannot:
On the performance of widely linear quaternion based MVDR beamformer for an acoustic vector sensor. IWAENC 2014: 303-307 - 2013
- [j9]Jiuwen Cao:
Improved delay-dependent exponential stability criteria for time-delay system. J. Frankl. Inst. 350(4): 790-801 (2013) - [c2]Jiuwen Cao, Zhiping Lin, Guang-Bin Huang:
Voting base online sequential extreme learning machine for multi-class classification. ISCAS 2013: 2327-2330 - 2012
- [j8]Jiuwen Cao, Zhiping Lin, Guang-Bin Huang, Nan Liu:
Voting based extreme learning machine. Inf. Sci. 185(1): 66-77 (2012) - [j7]Jiuwen Cao, Zhiping Lin, Guang-Bin Huang:
Self-Adaptive Evolutionary Extreme Learning Machine. Neural Process. Lett. 36(3): 285-305 (2012) - [j6]Nan Liu, Zhiping Lin, Jiuwen Cao, Zhixiong Koh, Tongtong Zhang, Guang-Bin Huang, Wee Ser, Marcus Eng Hock Ong:
An Intelligent Scoring System and Its Application to Cardiac Arrest Prediction. IEEE Trans. Inf. Technol. Biomed. 16(6): 1324-1331 (2012) - [c1]Jiuwen Cao, Zhiping Lin:
The detection bound of the probability of error in compressed sensing using Bayesian approach. ISCAS 2012: 2577-2580 - 2011
- [j5]Jiuwen Cao, Zhiping Lin, Guang-Bin Huang:
Composite Function Wavelet Neural Networks with Differential Evolution and Extreme Learning Machine. Neural Process. Lett. 33(3): 251-265 (2011) - 2010
- [j4]Jiuwen Cao, Zhiping Lin, Guang-Bin Huang:
Composite function wavelet neural networks with extreme learning machine. Neurocomputing 73(7-9): 1405-1416 (2010)
2000 – 2009
- 2008
- [j3]Jiuwen Cao, Shouming Zhong, Yuanyuan Hu:
Novel delay-dependent stability conditions for a class of MIMO networked control systems with nonlinear perturbation. Appl. Math. Comput. 197(2): 797-809 (2008) - 2007
- [j2]Jiuwen Cao, Shouming Zhong, Yuanyuan Hu:
Global stability analysis for a class of neural networks with varying delays and control input. Appl. Math. Comput. 189(2): 1480-1490 (2007) - [j1]Jiuwen Cao, Shouming Zhong:
New delay-dependent condition for absolute stability of Lurie control systems with multiple time-delays and nonlinearities. Appl. Math. Comput. 194(1): 250-258 (2007)
Coauthor Index
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