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Author ID: zhou.zhihua Recent zbMATH articles by "Zhou, Zhihua"
Published as: Zhou, Zhi-Hua; Zhou, Zhihua; Zhou, Zhi-hua; Zhou, Zhi Hua; Zhou, Z. H.

Publications by Year

Citations contained in zbMATH Open

46 Publications have been cited 313 times in 275 Documents Cited by Year
ML-KNN: A lazy learning approach to multi-label learning. Zbl 1111.68629
Zhang, Min-Ling; Zhou, Zhi-Hua
85
2007
Ensembling neural networks: Many could be better than all. Zbl 0995.68077
Zhou, Zhi-Hua; Wu, Jianxin; Tang, Wei
55
2002
Face recognition from a single image per person: a survey. Zbl 1096.68732
Tan, Xiaoyang; Chen, Songcan; Zhou, Zhi-Hua; Zhang, Fuyan
18
2006
Constraint score: A new filter method for feature selection with pairwise constraints. Zbl 1140.68490
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhi-Hua
15
2008
A new approach to estimating the expected first hitting time of evolutionary algorithms. Zbl 1184.68479
Yu, Yang; Zhou, Zhi-Hua
11
2008
An analysis on recombination in multi-objective evolutionary optimization. Zbl 1334.68203
Qian, Chao; Yu, Yang; Zhou, Zhi-Hua
10
2013
Multi-instance multi-label learning. Zbl 1238.68139
Zhou, Zhi-Hua; Zhang, Min-Ling; Huang, Sheng-Jun; Li, Yu-Feng
8
2012
On the approximation ability of evolutionary optimization with application to minimum set cover. Zbl 1238.68152
Yu, Yang; Yao, Xin; Zhou, Zhi-Hua
7
2012
Extracting symbolic rules from trained neural network ensembles. Zbl 1102.68609
Zhou, Zhi-Hua; Jiang, Yuan; Chen, Shi-Fu
7
2002
One-pass AUC optimization. Zbl 1357.68168
Gao, Wei; Wang, Lu; Jin, Rong; Zhu, Shenghuo; Zhou, Zhi-Hua
7
2016
On the doubt about margin explanation of boosting. Zbl 1329.68215
Gao, Wei; Zhou, Zhi-Hua
7
2013
Face recognition with one training image per person. Zbl 1007.68920
Wu, Jianxin; Zhou, Zhi-Hua
6
2002
A new face recognition method based on SVD perturbation for single example image per person. Zbl 1060.65568
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhi-Hua
6
2005
Convex and scalable weakly labeled SVMs. Zbl 1317.68169
Li, Yu-Feng; Tsang, Ivor W.; Kwok, James T.; Zhou, Zhi-Hua
6
2013
Three perspectives of data mining. Zbl 1011.68031
Zhou, Zhi-Hua
5
2003
On the consistency of multi-label learning. Zbl 1284.68496
Gao, Wei; Zhou, Zhi-Hua
5
2013
Projection functions for eye detection. Zbl 1056.68585
Zhou, Zhi-Hua; Geng, Xin
4
2004
Improved bounds for the Nyström method with application to kernel classification. Zbl 1364.65097
Jin, Rong; Yang, Tianbao; Mahdavi, Mehrdad; Li, Yu-Feng; Zhou, Zhi-Hua
4
2013
Selective ensemble of decision trees. Zbl 1026.68599
Zhou, Zhi-Hua; Tang, Wei
4
2003
Meta-interpretive learning from noisy images. Zbl 1461.68190
Muggleton, Stephen; Dai, Wang-Zhou; Sammut, Claude; Tamaddoni-Nezhad, Alireza; Wen, Jing; Zhou, Zhi-Hua
4
2018
Evolutionary learning: advances in theories and algorithms. Zbl 1426.68004
Zhou, Zhi-Hua; Yu, Yang; Qian, Chao
4
2019
Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms. Zbl 1482.90187
Qian, Chao; Yu, Yang; Tang, Ke; Yao, Xin; Zhou, Zhi-Hua
4
2019
Spectrum of variable-random trees. Zbl 1182.68255
Liu, F. T.; Ting, K. M.; Yu, Y.; Zhou, Z. H.
3
2008
FANNC: A fast adaptive neural network classifier. Zbl 1010.68683
Zhou, Zhihua; Chen, Shifu; Chen, Zhaoqian
2
2000
Learning the kernel parameters in kernel minimum distance classifier. Zbl 1079.68616
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhi-Hua
2
2006
Locating regions of interest in CBIR with multi-instance learning techniques. Zbl 1151.68399
Zhou, Zhihua; Xue, Xiaobing; Jiang, Yuan
2
2005
Flexible transmitter network. Zbl 1482.92028
Zhang, Shao-Qun; Zhou, Zhi-Hua
2
2021
Exploiting unlabeled data to enhance ensemble diversity. Zbl 1260.68354
Zhang, Min-Ling; Zhou, Zhi-Hua
2
2013
2D feature selection by sparse matrix regression. Zbl 1409.94230
Hou, Chenping; Jiao, Yuanyuan; Nie, Feiping; Luo, Tingjin; Zhou, Zhi-Hua
2
2017
Causal discovery based neural network ensemble method. Zbl 1113.68446
Ling, Jinjiang; Zhou, Zhihua
1
2004
Eye location based on hybrid projection function. Zbl 1092.68663
Geng, Xin; Zhou, Zhi-Hua; Chen, Shi-Fu
1
2003
A multi-instance regression algorithm based on a neural network. Zbl 1092.68656
Zhang, Minling; Zhou, Zhihua
1
2003
Introduction to the special issue on learning from multi-label data. Zbl 1243.68255
Tsoumakas, Grigorios; Zhang, Min-Ling; Zhou, Zhi-Hua
1
2012
An accurate curved beam element based on trigonometrical mixed polynomial function. Zbl 1359.74241
Tang, Y. Q.; Zhou, Z. H.; Chan, S. L.
1
2013
SOM based image segmentation. Zbl 1026.68750
Jiang, Yuan; Chen, Ke-Jia; Zhou, Zhi-Hua
1
2003
Flexible support vector regression and its application to fault detection. Zbl 1289.68107
Yi, Hui; Song, Xiaofeng; Jiang, Bin; Liu, Yufang; Zhou, Zhihua
1
2013
Handling concept drift via model reuse. Zbl 1494.68237
Zhao, Peng; Cai, Le-Wen; Zhou, Zhi-Hua
1
2020
Variable solution structure can be helpful in evolutionary optimization. Zbl 1497.94050
Qian, Chao; Yu, Yang; Zhou, Zhi-Hua
1
2015
A refined margin analysis for boosting algorithms via equilibrium margin. Zbl 1280.68214
Wang, Liwei; Sugiyama, Masashi; Jing, Zhaoxiang; Yang, Cheng; Zhou, Zhi-Hua; Feng, Jufu
1
2011
Crowdsourcing with unsure option. Zbl 1460.91060
Ding, Yao-Xiang; Zhou, Zhi-Hua
1
2018
Machine learning. Zbl 1479.68001
Zhou, Zhi-Hua
1
2021
Harmonic recurrent process for time series forecasting. Zbl 1466.62394
Zhang, Shao-Qun; Zhou, Zhi-Hua
1
2020
Relative error bound analysis for nuclear norm regularized matrix completion. Zbl 1440.65053
Zhang, Lijun; Yang, Tianbao; Jin, Rong; Zhou, Zhi-Hua
1
2019
Selective convolutional descriptor aggregation for fine-grained image retrieval. Zbl 1409.94655
Wei, Xiu-Shen; Luo, Jian-Hao; Wu, Jianxin; Zhou, Zhi-Hua
1
2017
Logical vision: one-shot meta-interpretive learning from real images. Zbl 1455.68163
Dai, Wang-Zhou; Muggleton, Stephen; Wen, Jing; Tamaddoni-Nezhad, Alireza; Zhou, Zhi-Hua
1
2018
Result diversification by multi-objective evolutionary algorithms with theoretical guarantees. Zbl 1496.68306
Qian, Chao; Liu, Dan-Xuan; Zhou, Zhi-Hua
1
2022
Result diversification by multi-objective evolutionary algorithms with theoretical guarantees. Zbl 1496.68306
Qian, Chao; Liu, Dan-Xuan; Zhou, Zhi-Hua
1
2022
Flexible transmitter network. Zbl 1482.92028
Zhang, Shao-Qun; Zhou, Zhi-Hua
2
2021
Machine learning. Zbl 1479.68001
Zhou, Zhi-Hua
1
2021
Handling concept drift via model reuse. Zbl 1494.68237
Zhao, Peng; Cai, Le-Wen; Zhou, Zhi-Hua
1
2020
Harmonic recurrent process for time series forecasting. Zbl 1466.62394
Zhang, Shao-Qun; Zhou, Zhi-Hua
1
2020
Evolutionary learning: advances in theories and algorithms. Zbl 1426.68004
Zhou, Zhi-Hua; Yu, Yang; Qian, Chao
4
2019
Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms. Zbl 1482.90187
Qian, Chao; Yu, Yang; Tang, Ke; Yao, Xin; Zhou, Zhi-Hua
4
2019
Relative error bound analysis for nuclear norm regularized matrix completion. Zbl 1440.65053
Zhang, Lijun; Yang, Tianbao; Jin, Rong; Zhou, Zhi-Hua
1
2019
Meta-interpretive learning from noisy images. Zbl 1461.68190
Muggleton, Stephen; Dai, Wang-Zhou; Sammut, Claude; Tamaddoni-Nezhad, Alireza; Wen, Jing; Zhou, Zhi-Hua
4
2018
Crowdsourcing with unsure option. Zbl 1460.91060
Ding, Yao-Xiang; Zhou, Zhi-Hua
1
2018
Logical vision: one-shot meta-interpretive learning from real images. Zbl 1455.68163
Dai, Wang-Zhou; Muggleton, Stephen; Wen, Jing; Tamaddoni-Nezhad, Alireza; Zhou, Zhi-Hua
1
2018
2D feature selection by sparse matrix regression. Zbl 1409.94230
Hou, Chenping; Jiao, Yuanyuan; Nie, Feiping; Luo, Tingjin; Zhou, Zhi-Hua
2
2017
Selective convolutional descriptor aggregation for fine-grained image retrieval. Zbl 1409.94655
Wei, Xiu-Shen; Luo, Jian-Hao; Wu, Jianxin; Zhou, Zhi-Hua
1
2017
One-pass AUC optimization. Zbl 1357.68168
Gao, Wei; Wang, Lu; Jin, Rong; Zhu, Shenghuo; Zhou, Zhi-Hua
7
2016
Variable solution structure can be helpful in evolutionary optimization. Zbl 1497.94050
Qian, Chao; Yu, Yang; Zhou, Zhi-Hua
1
2015
An analysis on recombination in multi-objective evolutionary optimization. Zbl 1334.68203
Qian, Chao; Yu, Yang; Zhou, Zhi-Hua
10
2013
On the doubt about margin explanation of boosting. Zbl 1329.68215
Gao, Wei; Zhou, Zhi-Hua
7
2013
Convex and scalable weakly labeled SVMs. Zbl 1317.68169
Li, Yu-Feng; Tsang, Ivor W.; Kwok, James T.; Zhou, Zhi-Hua
6
2013
On the consistency of multi-label learning. Zbl 1284.68496
Gao, Wei; Zhou, Zhi-Hua
5
2013
Improved bounds for the Nyström method with application to kernel classification. Zbl 1364.65097
Jin, Rong; Yang, Tianbao; Mahdavi, Mehrdad; Li, Yu-Feng; Zhou, Zhi-Hua
4
2013
Exploiting unlabeled data to enhance ensemble diversity. Zbl 1260.68354
Zhang, Min-Ling; Zhou, Zhi-Hua
2
2013
An accurate curved beam element based on trigonometrical mixed polynomial function. Zbl 1359.74241
Tang, Y. Q.; Zhou, Z. H.; Chan, S. L.
1
2013
Flexible support vector regression and its application to fault detection. Zbl 1289.68107
Yi, Hui; Song, Xiaofeng; Jiang, Bin; Liu, Yufang; Zhou, Zhihua
1
2013
Multi-instance multi-label learning. Zbl 1238.68139
Zhou, Zhi-Hua; Zhang, Min-Ling; Huang, Sheng-Jun; Li, Yu-Feng
8
2012
On the approximation ability of evolutionary optimization with application to minimum set cover. Zbl 1238.68152
Yu, Yang; Yao, Xin; Zhou, Zhi-Hua
7
2012
Introduction to the special issue on learning from multi-label data. Zbl 1243.68255
Tsoumakas, Grigorios; Zhang, Min-Ling; Zhou, Zhi-Hua
1
2012
A refined margin analysis for boosting algorithms via equilibrium margin. Zbl 1280.68214
Wang, Liwei; Sugiyama, Masashi; Jing, Zhaoxiang; Yang, Cheng; Zhou, Zhi-Hua; Feng, Jufu
1
2011
Constraint score: A new filter method for feature selection with pairwise constraints. Zbl 1140.68490
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhi-Hua
15
2008
A new approach to estimating the expected first hitting time of evolutionary algorithms. Zbl 1184.68479
Yu, Yang; Zhou, Zhi-Hua
11
2008
Spectrum of variable-random trees. Zbl 1182.68255
Liu, F. T.; Ting, K. M.; Yu, Y.; Zhou, Z. H.
3
2008
ML-KNN: A lazy learning approach to multi-label learning. Zbl 1111.68629
Zhang, Min-Ling; Zhou, Zhi-Hua
85
2007
Face recognition from a single image per person: a survey. Zbl 1096.68732
Tan, Xiaoyang; Chen, Songcan; Zhou, Zhi-Hua; Zhang, Fuyan
18
2006
Learning the kernel parameters in kernel minimum distance classifier. Zbl 1079.68616
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhi-Hua
2
2006
A new face recognition method based on SVD perturbation for single example image per person. Zbl 1060.65568
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhi-Hua
6
2005
Locating regions of interest in CBIR with multi-instance learning techniques. Zbl 1151.68399
Zhou, Zhihua; Xue, Xiaobing; Jiang, Yuan
2
2005
Projection functions for eye detection. Zbl 1056.68585
Zhou, Zhi-Hua; Geng, Xin
4
2004
Causal discovery based neural network ensemble method. Zbl 1113.68446
Ling, Jinjiang; Zhou, Zhihua
1
2004
Three perspectives of data mining. Zbl 1011.68031
Zhou, Zhi-Hua
5
2003
Selective ensemble of decision trees. Zbl 1026.68599
Zhou, Zhi-Hua; Tang, Wei
4
2003
Eye location based on hybrid projection function. Zbl 1092.68663
Geng, Xin; Zhou, Zhi-Hua; Chen, Shi-Fu
1
2003
A multi-instance regression algorithm based on a neural network. Zbl 1092.68656
Zhang, Minling; Zhou, Zhihua
1
2003
SOM based image segmentation. Zbl 1026.68750
Jiang, Yuan; Chen, Ke-Jia; Zhou, Zhi-Hua
1
2003
Ensembling neural networks: Many could be better than all. Zbl 0995.68077
Zhou, Zhi-Hua; Wu, Jianxin; Tang, Wei
55
2002
Extracting symbolic rules from trained neural network ensembles. Zbl 1102.68609
Zhou, Zhi-Hua; Jiang, Yuan; Chen, Shi-Fu
7
2002
Face recognition with one training image per person. Zbl 1007.68920
Wu, Jianxin; Zhou, Zhi-Hua
6
2002
FANNC: A fast adaptive neural network classifier. Zbl 1010.68683
Zhou, Zhihua; Chen, Shifu; Chen, Zhaoqian
2
2000
all top 5

Cited by 729 Authors

14 Zhou, Zhihua
6 Qian, Chao
6 Yu, Yang
5 Miao, Duoqian
5 Savchenko, Andrey V.
5 Yao, Xin
4 del Coz, Juan José
4 Jiao, Licheng
4 Neumann, Frank
4 Pedrycz, Witold
4 Zhang, Chunxia
4 Zhou, Yuren
3 Bahamonde, Antonio
3 Che, Xiaoya
3 Chen, Bo
3 Chen, Degang
3 Chen, Songcan
3 Chow, Tommy W. S.
3 Denœux, Thierry
3 Díez, Jorge
3 Gao, Wei
3 Mao, Shasha
3 Muggleton, Stephen H.
3 Qian, Wenbin
3 Tang, Ke
3 Xiong, Lin
2 Bao, Zheng
2 Bielza, Concha
2 Blockeel, Hendrik
2 Chen, Weijie
2 Cheng, Kai
2 Cropper, Andrew
2 Deng, Naiyang
2 Doerr, Benjamin
2 Gao, Wanfu
2 Gou, Shuiping
2 Guo, Fei
2 Hsu, Daniel
2 Hu, Qinghua
2 Huang, Deshuang
2 Huang, Jintao
2 Lai, Xinsheng
2 Larrañaga, Pedro
2 Li, Chunna
2 Li, Hui
2 Li, Yonghao
2 Lin, Hsuan-Tien
2 Liu, Dan-Xuan
2 Liu, Hongwei
2 Liu, Huawen
2 Lü, Zhenzhou
2 Luaces, Oscar
2 Mi, Jusheng
2 Murthy, Chivukula A.
2 Muthukumar, Vidya
2 Neumann, Aneta
2 Qian, Yuhua
2 Quevedo, José Ramón
2 Rokach, Lior
2 Roostapour, Vahid
2 Sarram, Mehdi Agha
2 Scardapane, Simone
2 Shao, Yuanhai
2 Sheikhpour, Razieh
2 Shen, Wei
2 Sudholt, Dirk
2 Sugiyama, Masashi
2 Sun, Jie
2 Tan, Xiaoyang
2 Tsang, Ivor Wai-Hung
2 Uncini, Aurelio
2 Wang, Guanwei
2 Wang, Yinglong
2 Xia, Xiaoyun
2 Xu, Gang
2 Xu, Jianhua
2 Yang, Zhenhuan
2 Ying, Yiming
2 Yu, Guosong
2 Yuan, Haoliang
2 Yuan, Xiaoming
2 Zhang, Daoqiang
2 Zhang, Jiangshe
2 Zhang, Lei
2 Zhang, Li
2 Zhang, Minling
2 Zhang, Ping
2 Zhang, Shao-Qun
2 Zhang, Yuanjian
2 Zhang, Zhao
2 Zhao, Mingbo
2 Zheng, Weijie
2 Zhou, Yicheng
1 Abdallah, Fahed
1 Afridi, Mohammad Khan
1 Ahsen, Mehmet Eren
1 Ali, Wafa Bel Haj
1 Amini, Arash Ali
1 Amorim, Willian P.
1 Asteriadis, Stylianos
...and 629 more Authors
all top 5

Cited in 79 Serials

45 Pattern Recognition
36 Information Sciences
25 Machine Learning
16 Artificial Intelligence
12 Neural Networks
9 Theoretical Computer Science
8 International Journal of Approximate Reasoning
7 Mathematical Problems in Engineering
6 Journal of Machine Learning Research (JMLR)
5 Applied Mathematics and Computation
5 Soft Computing
4 Algorithmica
4 Computational Statistics and Data Analysis
4 The Journal of Artificial Intelligence Research (JAIR)
3 Neural Computation
3 European Journal of Operational Research
3 Data Mining and Knowledge Discovery
3 International Journal of Wavelets, Multiresolution and Information Processing
2 Computer Methods in Applied Mechanics and Engineering
2 Journal of Computational and Applied Mathematics
2 International Journal of Production Research
2 Signal Processing
2 Automation and Remote Control
2 International Journal of Computer Mathematics
2 International Journal of Computer Vision
2 Journal of Applied Statistics
2 Science China. Information Sciences
1 General Relativity and Gravitation
1 Information Processing Letters
1 Journal of Computational Physics
1 Journal of the Franklin Institute
1 Fuzzy Sets and Systems
1 Journal of the American Statistical Association
1 Statistics & Probability Letters
1 New Generation Computing
1 Information and Computation
1 Computers & Operations Research
1 Annals of Operations Research
1 Journal of Global Optimization
1 Applied Intelligence
1 Computational Statistics
1 Applied Mathematical Modelling
1 Mathematical Programming. Series A. Series B
1 SIAM Journal on Scientific Computing
1 INFORMS Journal on Computing
1 PAA. Pattern Analysis and Applications
1 Discrete Dynamics in Nature and Society
1 International Journal of Numerical Modelling
1 International Journal of Applied Mathematics and Computer Science
1 Engineering Computations
1 RAIRO. Theoretical Informatics and Applications
1 Applied Stochastic Models in Business and Industry
1 Archives of Computational Methods in Engineering
1 Journal of Applied Mathematics
1 Natural Computing
1 Communications on Pure and Applied Analysis
1 North American Actuarial Journal
1 Journal of Applied Logic
1 Analysis and Applications (Singapore)
1 Journal of Statistical Mechanics: Theory and Experiment
1 Mathematical Biosciences and Engineering
1 Science in China. Series F
1 Advances in Data Analysis and Classification. ADAC
1 Optimization Letters
1 Computational & Mathematical Methods in Medicine
1 Inverse Problems and Imaging
1 Statistical Analysis and Data Mining
1 EURASIP Journal on Advances in Signal Processing
1 Electronic Journal of Statistics
1 The Annals of Applied Statistics
1 Involve
1 Arabian Journal for Science and Engineering
1 Statistics and Computing
1 ISRN Applied Mathematics
1 Journal of Theoretical Biology
1 Frontiers of Computer Science
1 International Journal of Systems Science. Principles and Applications of Systems and Integration
1 Japanese Journal of Statistics and Data Science
1 SN Operations Research Forum

Citations by Year