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Pattern Recognition

The Journal of the Pattern Recognition Society

Short Title: Pattern Recognition
Publisher: Elsevier (Pergamon), Oxford
ISSN: 0031-3203
Online: http://www.sciencedirect.com/science/journal/00313203
https://www.sciencedirect.com/journal/pattern-recognition/issues
Comments: Journal; No longer indexed
Documents Indexed: 3,054 Publications (1975–2017)
References Indexed: 2,991 Publications with 88,215 References.
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Authors

41 Zhang, David D.
33 Hancock, Edwin Robert
28 Yang, Jingyu
25 Zhang, Changshui
23 Chen, Songcan
20 Dougherty, Edward R.
20 Yan, Hong
17 Kamel, Mohamed S.
16 Oommen, B. John
16 Zhang, Lei
15 Yang, Jian
14 Jiao, Licheng
14 Lee, Seongwhan
14 Pitas, Ioannis
13 Kim, Daijin
13 Liu, Chenglin
13 Murty, M. Narasimha
12 Bunke, Horst
12 Rosenfeld, Azriel
12 Yeung, Dit-Yan
11 Chang, Chin-Chen
11 Suen, Ching-Yun
10 Pham, Tuan Dinh
10 Plataniotis, Konstantinos N.
10 Tefas, Anastasios
10 Xu, Yong
10 Yuen, Pong Chi
9 Chow, Tommy W. S.
9 Jin, Zhong
9 Lai, Jim Z. C.
9 Liaw, Yi-Ching
9 Liu, Zhiqiang
9 Shi, Pengfei
9 Tsai, Du-Ming
9 Wilson, Richard Charles
9 Wong, Hau-San
9 Zhang, Daoqiang
9 Ziou, Djemel
8 Govindaraju, Venu
8 Jain, Anil Kumar
8 Kittler, Josef
8 Lai, Jianhuang
8 Liu, Yuncai
8 Lumini, Alessandra
8 Lung, Shung-Yung
8 Nanni, Loris
8 Pedrycz, Witold
8 Sabourin, Robert
8 Shih, Frank Yeong-Chyang
8 Shu, Huazhong
8 Tao, Dacheng
8 Toh, Kar-Ann
8 Wang, Fei
8 You, Jane
7 Cheng, Heng-Da
7 Dai, Daoqing
7 Faundez-Zanuy, Marcos
7 Haralick, Robert M.
7 Hong, Ki-Sang
7 Huang, Deshuang
7 Jing, Xiaoyuan
7 Kweon, In So
7 Liang, Zhizheng
7 Luo, Limin
7 Nie, Feiping
7 Roli, Fabio
7 Rueda, Luis G.
7 Siu, Wan-Chi
7 Tang, Yuanyan
7 Venkatesh, Svetha
7 Wang, Shitong
7 Xiang, Shiming
7 Zhou, Jie
6 Bandyopadhyay, Sanghamitra
6 Barshan, Billur
6 Bezdek, James C.
6 Bhanu, Bir
6 Chang, Chin-Chun
6 Chang, Hong
6 Chatzis, Sotirios P.
6 Cheng, Shyi-Chyi
6 Chi, Zheru
6 Chung, Fu-Lai
6 Duin, Robert P. W.
6 Fan, KuoChin
6 Gong, Shaogang
6 Kim, Sang-Woon
6 Lam, Kinman
6 Latecki, Longin Jan
6 Lee, Sanguk
6 Lee, Sangyoun
6 Lin, Zhouchen
6 Madrid-Cuevas, F. J.
6 Maulik, Ujjwal
6 McLachlan, Geoffrey John
6 Medina-Carnicer, R.
6 Muñoz-Salinas, Rafael
6 Ng, Michael Kwok-Po
6 Pavel, Monique
6 Qiao, Hong
...and 5,203 more Authors

Publications by Year

Citations contained in zbMATH Open

2,223 Publications have been cited 11,588 times in 7,132 Documents Cited by Year
Clustering of time series data – a survey. Zbl 1077.68803
Liao, T. Warren
148
2005
Generalizing the Hough transform to detect arbitrary shapes. Zbl 0454.68112
Ballard, D. H.
99
1981
A direct LDA algorithm for high-dimensional data – with application to face recognition. Zbl 0993.68091
Yu, Hua; Yang, Jie
99
2001
The relative neighbourhood graph of a finite planar set. Zbl 0437.05050
Toussaint, Godfried T.
94
1980
ML-KNN: A lazy learning approach to multi-label learning. Zbl 1111.68629
Zhang, Min-Ling; Zhou, Zhi-Hua
88
2007
Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation. Zbl 1129.68073
Hu, Qinghua; Xie, Zongxia; Yu, Daren
76
2007
J-MEANS: A new local search heuristic for minimum sum of squares clustering. Zbl 1012.68873
Hansen, Pierre; Mladenović, Nenad
65
2001
Alternative c-means clustering algorithms. Zbl 1006.68876
Wu, Kuo-Lung; Yang, Miin-Shen
63
2002
An optimal algorithm for constructing the weighted Voronoi diagram in the plane. Zbl 0539.52008
Aurenhammer, F.; Edelsbrunner, H.
56
1984
A survey of kernel and spectral methods for clustering. Zbl 1122.68530
Filippone, Maurizio; Camastra, Francesco; Masulli, Francesco; Rovetta, Stefano
48
2008
An efficient local Chan-Vese model for image segmentation. Zbl 1185.68817
Wang, Xiao-Feng; Huang, De-Shuang; Xu, Huan
46
2010
ECM: An evidential version of the fuzzy \(c\)-means algorithm. Zbl 1131.68081
Masson, Marie-Hélène; Denœux, T.
44
2008
Cost-sensitive boosting for classification of imbalanced data. Zbl 1122.68505
Sun, Yanmin; Kamel, Mohamed S.; Wong, Andrew K. C.; Wang, Yang
44
2007
Active contours driven by local image fitting energy. Zbl 1192.68624
Zhang, Kaihua; Song, Huihui; Zhang, Lei
43
2010
Shape description using weighted symmetric axis features. Zbl 0379.68067
Blum, Harry; Nagel, Roger N.
38
1978
An efficient accelerator for attribute reduction from incomplete data in rough set framework. Zbl 1218.68152
Qian, Yuhua; Liang, Jiye; Pedrycz, Witold; Dang, Chuangyin
38
2011
Hiding data in images by simple LSB substitution. Zbl 1072.68534
Chan, Chi-Kwong; Cheng, L. M.
36
2004
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring. Zbl 1070.68600
Shen, Qiang; Jensen, Richard
35
2004
Validity index for crisp and fuzzy clusters. Zbl 1068.68135
Pakhira, Malay K.; Bandyopadhyay, Sanghamitra; Maulik, Ujjwal
34
2004
Color image segmentation: advances and prospects. Zbl 0991.68137
Cheng, H. D.; Jiang, X. H.; Sun, Y.; Wang, Jingli
34
2001
Feature selection in mixed data: a method using a novel fuzzy rough set-based information entropy. Zbl 1412.68198
Zhang, Xiao; Mei, Changlin; Chen, Degang; Li, Jinhai
33
2016
Face recognition based on the uncorrelated discriminant transformation. Zbl 0978.68118
Jin, Zhong; Yang, Jingyu; Hu, Zhongshan; Lou, Zhen
33
2001
Decision templates for multiple classifier fusion: An experimental comparison. Zbl 0991.68064
Kuncheva, Ludmila I.; Bezdek, James C.; Duin, Robert P. W.
33
2001
Fast and robust fuzzy \(c\)-means clustering algorithms incorporating local information for image segmentation. Zbl 1118.68133
Cai, Weiling; Chen, Songcan; Zhang, Daoqiang
33
2007
A survey of multilinear subspace learning for tensor data. Zbl 1210.68083
Lu, Haiping; Plataniotis, Konstantinos N.; Venetsanopoulos, Anastasios N.
32
2011
Multiscale facial structure representation for face recognition under varying illumination. Zbl 1162.68644
Zhang, Taiping; Fang, Bin; Yuan, Yuan; Tang, Yuan Yan; Shang, Zhaowei; Li, Donghui; Lang, Fangnian
32
2009
Sparsity preserving projections with applications to face recognition. Zbl 1186.68421
Qiao, Lishan; Chen, Songcan; Tan, Xiaoyang
32
2010
Robust path-based spectral clustering. Zbl 1122.68525
Chang, Hong; Yeung, Dit-Yan
31
2008
Modified global \(k\)-means algorithm for minimum sum-of-squares clustering problems. Zbl 1147.68669
Bagirov, Adil M.
30
2008
Lyndon + Christoffel = digitally convex. Zbl 1176.68175
Brlek, S.; Lachaud, J.-O.; Provençal, X.; Reutenauer, C.
30
2009
Image processing with neural networks – a review. Zbl 1006.68884
Egmont-Petersen, M.; de Ridder, D.; Handels, H.
29
2002
Least-squares orthogonal distances fitting of circle, sphere, ellipse, hyperbola, and parabola. Zbl 0991.68127
Ahn, Sung Joon; Rauh, Wolfgang; Warnecke, Hans-Jürgen
29
2001
SVD based initialization: A head start for nonnegative matrix factorization. Zbl 1131.68084
Boutsidis, C.; Gallopoulos, E.
29
2008
Data dimensionality estimation methods: A survey. Zbl 1059.68100
Camastra, Francesco
29
2003
New method for feature extraction based on fractal behavior. Zbl 0997.68117
Tang, Yuan Y.; Tao, Yu; Lam, Ernest C. M.
28
2002
Robust twin support vector machine for pattern classification. Zbl 1248.68441
Qi, Zhiquan; Tian, Yingjie; Shi, Yong
28
2013
Fast online graph clustering via Erdős-Rényi mixture. Zbl 1151.68623
Zanghi, Hugo; Ambroise, Christophe; Miele, Vincent
27
2008
A global averaging method for dynamic time warping, with applications to clustering. Zbl 1209.68477
Petitjean, François; Ketterlin, Alain; Gançarski, Pierre
26
2011
Restoration of images corrupted by mixed Gaussian-impulse noise via \(l_{1}-l_{0}\) minimization. Zbl 1218.68191
Xiao, Yu; Zeng, Tieyong; Yu, Jian; Ng, Michael K.
26
2011
A comparative study on multivariate mathematical morphology. Zbl 1118.68719
Aptoula, E.; Lefèvre, S.
26
2007
Learning from partially supervised data using mixture models and belief functions. Zbl 1181.68231
Côme, E.; Oukhellou, L.; Denœux, T.; Aknin, P.
26
2009
Relational duals of the c-means clustering algorithms. Zbl 0673.62050
Hathaway, Richard J.; Davenport, John W.; Bezdek, James C.
26
1989
Experiments in projection and clustering by simulated annealing. Zbl 0709.62613
Klein, Raymond W.; Dubes, Richard C.
26
1989
New and efficient DCA based algorithms for minimum sum-of-squares clustering. Zbl 1326.68225
Le Thi Hoai An; Le Hoai Minh; Pham Dinh Tao
26
2014
A rough-fuzzy approach for generating classification rules. Zbl 1006.68902
Shen, Qiang; Chouchoulas, Alexios
25
2002
The hyperbolic smoothing clustering method. Zbl 1187.68514
Xavier, Adilson Elias
25
2010
Time series clustering with ARMA mixtures. Zbl 1117.62488
Xiong, Yimin; Yeung, Dit-Yan
25
2004
Additive estimators for probabilities of correct classification. Zbl 0389.62044
Glick, Ned
25
1978
Robust clustering by deterministic agglomeration EM of mixtures of multivariate \(t\)-distributions. Zbl 1005.68051
Shoham, Shy
25
2002
Kernel PCA for novelty detection. Zbl 1118.68140
Hoffmann, Heiko
25
2007
TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition. Zbl 1218.68129
Peng, Xinjun
25
2011
Automatic facial expression analysis: a survey. Zbl 1007.68947
Fasel, B.; Luettin, Juergen
24
2003
Improve robustness of sparse PCA by \(L_{1}\)-norm maximization. Zbl 1225.68202
Meng, Deyu; Zhao, Qian; Xu, Zongben
24
2012
Genetic clustering for automatic evolution of clusters and application to image classification. Zbl 1001.68926
Bandyopadhyay, Sanghamitra; Maulik, Ujjwal
24
2002
EM procedures using mean field-like approximations for Markov model-based image segmentation. Zbl 1010.68158
Celeux, Gilles; Forbes, Florence; Peyrard, Nathalie
23
2003
Spectral embedding of graphs. Zbl 1054.68105
Luo, Bin; Wilson, Richard C.; Hancock, Edwin R.
23
2003
Handwritten digit recognition: Benchmarking of state-of-the-art techniques. Zbl 1054.68124
Liu, Cheng-Lin; Nakashima, Kazuki; Sako, Hiroshi; Fujisawa, Hiromichi
23
2003
Efficient visual secret sharing scheme for color images. Zbl 1105.68454
Shyu, Shyong Jian
23
2006
Handwritten digit classification using higher order singular value decomposition. Zbl 1119.68188
Savas, Berkant; Eldén, Lars
23
2007
Recursive projection twin support vector machine via within-class variance minimization. Zbl 1218.68119
Chen, Xiaobo; Yang, Jian; Ye, Qiaolin; Liang, Jun
23
2011
Using underapproximations for sparse nonnegative matrix factorization. Zbl 1191.68783
Gillis, Nicolas; Glineur, François
23
2010
A unified framework for semi-supervised dimensionality reduction. Zbl 1154.68501
Song, Yangqiu; Nie, Feiping; Zhang, Changshui; Xiang, Shiming
22
2008
Distances defined by neighborhood sequences. Zbl 0602.68088
Yamashita, Masafumi; Ibaraki, Toshihide
22
1986
Two-stage image denoising by principal component analysis with local pixel grouping. Zbl 1191.68808
Zhang, Lei; Dong, Weisheng; Zhang, David; Shi, Guangming
22
2010
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems. Zbl 1412.68200
Bagirov, Adil M.; Taheri, Sona; Ugon, Julien
21
2016
Fast computation of separable two-dimensional discrete invariant moments for image classification. Zbl 1373.68352
Hmimid, Abdeslam; Sayyouri, Mhamed; Qjidaa, Hassan
21
2015
Invariant character recognition with Zernike and orthogonal Fourier-Mellin moments. Zbl 0988.68159
Kan, Chao; Srinath, Mandyam D.
21
2002
Image thresholding using type II fuzzy sets. Zbl 1205.68351
Tizhoosh, Hamid R.
21
2005
Learning a Mahalanobis distance metric for data clustering and classification. Zbl 1162.68642
Xiang, Shiming; Nie, Feiping; Zhang, Changshui
21
2008
Geometric moment invariants. Zbl 1122.68573
Xu, Dong; Li, Hua
21
2008
Prototype selection for dissimilarity-based classifiers. Zbl 1080.68646
Pȩkalska, Elżbieta; Duin, Robert P. W.; Paclík, Pavel
20
2006
A comparative analysis of algorithms for fast computation of Zernike moments. Zbl 1028.68142
Chong, Chee-Way; Raveendran, P.; Mukundan, R.
20
2003
An optimization algorithm for clustering using weighted dissimilarity measures. Zbl 1072.68549
Chan, Elaine Y.; Ching, Wai Ki; Ng, Michael K.; Huang, Joshua Z.
20
2004
Image hiding by optimal LSB substitution and genetic algorithm. Zbl 1012.68882
Wang, Ran-Zan; Lin, Chi-Fang; Lin, Ja-Chen
20
2001
On fast supervised learning for normal mixture models with missing information. Zbl 1096.68723
Lin, Tsung I.; Lee, Jack C.; Ho, Hsiu J.
20
2006
A survey of content-based image retrieval with high-level semantics. Zbl 1103.68503
Liu, Ying; Zhang, Dengsheng; Lu, Guojun; Ma, Wei-Ying
20
2007
From image vector to matrix: A straightforward image projection technique – IMPCA vs. PCA. Zbl 1006.68865
Yang, Jian; Yang, Jing-yu
19
2002
Translation and scale invariants of Legendre moments. Zbl 1067.68593
Chong, Chee-Way; Raveendran, P.; Mukundan, R.
19
2004
On incremental and robust subspace learning. Zbl 1070.68591
Li, Yongmin
19
2004
Face recognition from a single image per person: a survey. Zbl 1096.68732
Tan, Xiaoyang; Chen, Songcan; Zhou, Zhi-Hua; Zhang, Fuyan
19
2006
Markov blanket-embedded genetic algorithm for gene selection. Zbl 1123.68116
Zhu, Zexuan; Ong, Yew-Soon; Dash, Manoranjan
19
2007
Shape statistics in kernel space for variational image segmentation. Zbl 1035.68125
Cremers, Daniel; Kohlberger, Timo; Schnörr, Christoph
18
2003
Two-dimensional discriminant transform for face recognition. Zbl 1081.68671
Yang, Jian; Zhang, David; Yong, Xu; Yang, Jing-yu
18
2005
Agglomerative clustering using the concept of mutual nearest neighbourhood. Zbl 0379.62051
Gowda, K. Chidananda; Krishna, G.
18
1978
Efficient leave-one-out cross-validation of kernel Fisher discriminant classifiers. Zbl 1059.68101
Cawley, Gavin C.; Talbot, Nicola L. C.
18
2003
Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression. Zbl 1115.68125
An, Senjian; Liu, Wanquan; Venkatesh, Svetha
17
2007
Regularized discriminant analysis and its application to face recognition. Zbl 1032.68129
Dai, Dao-Qing; Yuen, Pong C.
17
2003
Attribute bagging: Improving accuracy of classifier ensembles by using random feature subsets. Zbl 1033.68092
Bryll, Robert; Gutierrez-Osuna, Ricardo; Quek, Francis
17
2003
Feature analysis through information granulation and fuzzy sets. Zbl 0997.68114
Pedrycz, Witold; Vukovich, George
17
2002
Image analysis by Bessel-Fourier moments. Zbl 1209.68495
Xiao, Bin; Ma, Jian-Feng; Wang, Xuan
17
2010
Constructing support vector machine ensemble. Zbl 1059.68091
Kim, Hyun-Chul; Pang, Shaoning; Je, Hong-Mo; Kim, Daijin; Bang, Sung Yang
17
2003
Coined quantum walks lift the cospectrality of graphs and trees. Zbl 1177.68169
Emms, David; Severini, Simone; Wilson, Richard C.; Hancock, Edwin R.
17
2009
Training restricted Boltzmann machines: an introduction. Zbl 1326.68220
Fischer, Asja; Igel, Christian
17
2014
Fast modified global \(k\)-means algorithm for incremental cluster construction. Zbl 1213.68514
Bagirov, Adil M.; Ugon, Julien; Webb, Dean
16
2011
Linear programming support vector machines. Zbl 1010.68108
Zhou, Weida; Zhang, Li; Jiao, Licheng
16
2002
Enhanced soft subspace clustering integrating within-cluster and between-cluster information. Zbl 1187.68445
Deng, Zhaohong; Choi, Kup-Sze; Chung, Fu-Lai; Wang, Shitong
16
2010
FCM-based model selection algorithms for determining the number of clusters. Zbl 1056.68583
Sun, Haojun; Wang, Shengrui; Jiang, Qingshan
16
2004
A study of graph spectra for comparing graphs and trees. Zbl 1154.68505
Wilson, Richard C.; Zhu, Ping
16
2008
Validity studies in clustering methodologies. Zbl 0415.62041
Dubes, Richard; Jain, Anil K.
16
1979
On measuring the distance between histograms,. Zbl 0997.68123
Cha, Sung-Hyuk; Srihari, Sargur N.
16
2002
A survey on semi-supervised feature selection methods. Zbl 1429.68239
Sheikhpour, Razieh; Sarram, Mehdi Agha; Gharaghani, Sajjad; Chahooki, Mohammad Ali Zare
16
2017
Joint sparse principal component analysis. Zbl 1428.68266
Yi, Shuangyan; Lai, Zhihui; He, Zhenyu; Cheung, Yiu-ming; Liu, Yang
9
2017
Robust support vector machines based on the rescaled hinge loss function. Zbl 1429.68242
Xu, Guibiao; Cao, Zheng; Hu, Bao-Gang; Principe, Jose C.
9
2017
Supervised distance metric learning through maximization of the Jeffrey divergence. Zbl 1429.68235
Nguyen, Bac; Morell, Carlos; De Baets, Bernard
6
2017
Matrix exponential based semi-supervised discriminant embedding for image classification. Zbl 1428.68235
Dornaika, F.; Traboulsi, Y. El
5
2017
Discriminative sparse flexible manifold embedding with novel graph for robust visual representation and label propagation. Zbl 1428.68269
Zhang, Zhao; Zhang, Yan; Li, Fanzhang; Zhao, Mingbo; Zhang, Li; Yan, Shuicheng
5
2017
An efficient semi-supervised representatives feature selection algorithm based on information theory. Zbl 1428.68262
Wang, Yintong; Wang, Jiandong; Liao, Hao; Chen, Haiyan
4
2017
Ensemble clustering based on weighted co-association matrices: error bound and convergence properties. Zbl 1429.68207
Berikov, Vladimir; Pestunov, Igor
3
2017
Designing multi-label classifiers that maximize \(F\) measures: state of the art. Zbl 1428.68144
Pillai, Ignazio; Fumera, Giorgio; Roli, Fabio
2
2017
Joint hypergraph learning and sparse regression for feature selection. Zbl 1429.68247
Zhang, Zhihong; Bai, Lu; Liang, Yuanheng; Hancock, Edwin
2
2017
Robust multi-source adaptation visual classification using supervised low-rank representation. Zbl 1428.68258
Tao, JianWen; Song, Dawei; Wen, Shiting; Hu, Wenjun
1
2017
MREKLM: a fast multiple empirical kernel learning machine. Zbl 1428.68236
Fan, Qi; Wang, Zhe; Zha, Hongyuan; Gao, Daqi
1
2017
Semi-supervised double sparse graphs based discriminant analysis for dimensionality reduction. Zbl 1428.68274
Chen, Puhua; Jiao, Licheng; Liu, Fang; Zhao, Jiaqi; Zhao, Zhiqiang; Liu, Shuai
1
2017
Maximum-likelihood approximate nearest neighbor method in real-time image recognition. Zbl 1428.68278
Savchenko, A. V.
1
2017
Regularized coplanar discriminant analysis for dimensionality reduction. Zbl 1428.68275
Huang, Ke-Kun; Dai, Dao-Qing; Ren, Chuan-Xian
1
2017
A biclustering approach based on factor graphs and the max-sum algorithm. Zbl 1428.62270
Denitto, M.; Farinelli, A.; Figueiredo, M. A. T.; Bicego, M.
1
2017
Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes. Zbl 1429.68261
Iwana, Brian Kenji; Frinken, Volkmar; Riesen, Kaspar; Uchida, Seiichi
1
2017
Neural bag-of-features learning. Zbl 1429.68236
Passalis, Nikolaos; Tefas, Anastasios
1
2017
Feature selection in mixed data: a method using a novel fuzzy rough set-based information entropy. Zbl 1412.68198
Zhang, Xiao; Mei, Changlin; Chen, Degang; Li, Jinhai
33
2016
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems. Zbl 1412.68200
Bagirov, Adil M.; Taheri, Sona; Ugon, Julien
21
2016
Global discriminative-based nonnegative spectral clustering. Zbl 1412.62085
Shang, Ronghua; Zhang, Zhu; Jiao, Licheng; Wang, Wenbing; Yang, Shuyuan
15
2016
MLTSVM: a novel twin support vector machine to multi-label learning. Zbl 1394.68277
Chen, Wei-Jie; Shao, Yuan-Hai; Li, Chun-Na; Deng, Nai-Yang
13
2016
Semi-supervised linear discriminant analysis for dimension reduction and classification. Zbl 1412.68195
Wang, Sheng; Lu, Jianfeng; Gu, Xingjian; Du, Haishun; Yang, Jingyu
7
2016
New Hermite orthogonal polynomial kernel and combined kernels in support vector machine classifier. Zbl 1414.68059
Hooshmand Moghaddam, Vahid; Hamidzadeh, Javad
7
2016
A continuous linear optimal transport approach for pattern analysis in image datasets. Zbl 1394.68340
Kolouri, Soheil; Tosun, Akif B.; Ozolek, John A.; Rohde, Gustavo K.
7
2016
Can high-order dependencies improve mutual information based feature selection? Zbl 1412.68194
Vinh, Nguyen Xuan; Zhou, Shuo; Chan, Jeffrey; Bailey, James
6
2016
Statistical graph space analysis. Zbl 1418.62262
Jain, Brijnesh J.
6
2016
Regularized generalized eigen-decomposition with applications to sparse supervised feature extraction and sparse discriminant analysis. Zbl 1394.68289
Han, Xixuan; Clemmensen, Line
6
2016
Ensemble clustering using factor graph. Zbl 1395.62157
Huang, Dong; Lai, Jianhuang; Wang, Chang-Dong
6
2016
Multi-view low-rank dictionary learning for image classification. Zbl 1394.68319
Wu, Fei; Jing, Xiao-Yuan; You, Xinge; Yue, Dong; Hu, Ruimin; Yang, Jing-Yu
6
2016
Online active learning of decision trees with evidential data. Zbl 1394.68302
Ma, Liyao; Destercke, Sébastien; Wang, Yong
6
2016
Depth-based hypergraph complexity traces from directed line graphs. Zbl 1412.68179
Bai, Lu; Escolano, Francisco; Hancock, Edwin R.
5
2016
Stable, fast computation of high-order Zernike moments using a recursive method. Zbl 1412.68289
Deng, An-Wen; Wei, Chia-Hung; Gwo, Chih-Ying
4
2016
Inductive and flexible feature extraction for semi-supervised pattern categorization. Zbl 1414.68053
Dornaika, F.; Traboulsi, Y. El; Assoum, A.
4
2016
Density-ratio based clustering for discovering clusters with varying densities. Zbl 1414.62291
Zhu, Ye; Ting, Kai Ming; Carman, Mark J.
4
2016
Image analysis by generalized Chebyshev-Fourier and generalized pseudo-Jacobi-Fourier moments. Zbl 1395.94077
Zhu, Hongqing; Yang, Yan; Gui, Zhiguo; Zhu, Yu; Chen, Zhihua
4
2016
A variational model with hybrid images data fitting energies for segmentation of images with intensity inhomogeneity. Zbl 1394.68396
Ali, Haider; Badshah, Noor; Chen, Ke; Khan, Gulzar Ali
4
2016
Feature selection for linear SVM with provable guarantees. Zbl 1414.68069
Paul, Saurabh; Magdon-Ismail, Malik; Drineas, Petros
3
2016
L1-norm-based principal component analysis with adaptive regularization. Zbl 1414.62216
Lu, Gui-Fu; Zou, Jian; Wang, Yong; Wang, Zhongqun
3
2016
Fast depth-based subgraph kernels for unattributed graphs. Zbl 1394.68272
Bai, Lu; Hancock, Edwin R.
3
2016
Distance metric learning for soft subspace clustering in composite kernel space. Zbl 1394.68317
Wang, Jun; Deng, Zhaohong; Choi, Kup-Sze; Jiang, Yizhang; Luo, Xiaoqing; Chung, Fu-Lai; Wang, Shitong
3
2016
Hierarchical mixing linear support vector machines for nonlinear classification. Zbl 1414.68083
Wang, Di; Zhang, Xiaoqin; Fan, Mingyu; Ye, Xiuzi
2
2016
Sparse exponential family principal component analysis. Zbl 1414.62217
Lu, Meng; Huang, Jianhua Z.; Qian, Xiaoning
2
2016
A fast projected fixed-point algorithm for large graph matching. Zbl 1414.68097
Lu, Yao; Huang, Kaizhu; Liu, Cheng-Lin
2
2016
Measuring linearity of curves in \(2D\) and \(3D\). Zbl 1394.68420
Rosin, Paul L.; Pantović, Jovanka; Žunić, Joviša
2
2016
An integrated grammar-based approach for mathematical expression recognition. Zbl 1394.68336
Álvaro, Francisco; Sánchez, Joan-Andreu; Benedí, José-Miguel
2
2016
Efficient clustering on Riemannian manifolds: a kernelised random projection approach. Zbl 1394.68407
Zhao, Kun; Alavi, Azadeh; Wiliem, Arnold; Lovell, Brian C.
2
2016
Nyström-based approximate kernel subspace learning. Zbl 1412.68202
Iosifidis, Alexandros; Gabbouj, Moncef
1
2016
Learning simultaneous adaptive clustering and classification via MOEA. Zbl 1414.68096
Luo, Juanjuan; Jiao, Licheng; Shang, Ronghua; Liu, Fang
1
2016
Intrinsic sample mean in the space of planar shapes. Zbl 1414.68093
Flores, M. J.; Gual-Arnau, X.; Ibáñez, M. V.; Simó, A.
1
2016
Structural nonparallel support vector machine for pattern recognition. Zbl 1414.68045
Chen, Dandan; Tian, Yingjie; Liu, Xiaohui
1
2016
Stochastic discretized learning-based weak estimation: a novel estimation method for non-stationary environments. Zbl 1414.62083
Yazidi, Anis; Oommen, B. John; Horn, Geir; Granmo, Ole-Christoffer
1
2016
The \(L_{2,1}\)-norm-based unsupervised optimal feature selection with applications to action recognition. Zbl 1414.68085
Wen, Jiajun; Lai, Zhihui; Zhan, Yinwei; Cui, Jinrong
1
2016
Smoothly approximated support vector domain description. Zbl 1394.68332
Zheng, Songfeng
1
2016
A computationally efficient scheme for feature extraction with kernel discriminant analysis. Zbl 1394.68342
Min, Hwang-Ki; Hou, Yuxi; Park, Sangwoo; Song, Iickho
1
2016
One-pass online learning: a local approach. Zbl 1394.68333
Zhou, Zhaoze; Zheng, Wei-Shi; Hu, Jian-Fang; Xu, Yong; You, Jane
1
2016
Infinite max-margin factor analysis via data augmentation. Zbl 1394.68331
Zhang, Xuefeng; Chen, Bo; Liu, Hongwei; Zuo, Lei; Feng, Bo
1
2016
One class proximal support vector machines. Zbl 1394.68283
Dufrenois, F.; Noyer, J. C.
1
2016
Fast computation of separable two-dimensional discrete invariant moments for image classification. Zbl 1373.68352
Hmimid, Abdeslam; Sayyouri, Mhamed; Qjidaa, Hassan
21
2015
A relative decision entropy-based feature selection approach. Zbl 1374.68391
Jiang, Feng; Sui, Yuefei; Zhou, Lin
12
2015
A quantum Jensen-Shannon graph kernel for unattributed graphs. Zbl 1373.68345
Bai, Lu; Rossi, Luca; Torsello, Andrea; Hancock, Edwin R.
11
2015
Unsupervised feature selection by regularized self-representation. Zbl 1373.68344
Zhu, Pengfei; Zuo, Wangmeng; Zhang, Lei; Hu, Qinghua; Shiu, Simon C. K.
11
2015
Variational image segmentation model coupled with image restoration achievements. Zbl 1374.68674
Cai, Xiaohao
9
2015
A clustering ensemble: two-level-refined co-association matrix with path-based transformation. Zbl 1395.62179
Zhong, Caiming; Yue, Xiaodong; Zhang, Zehua; Lei, Jingsheng
8
2015
Subspace learning for unsupervised feature selection via matrix factorization. Zbl 1373.68338
Wang, Shiping; Pedrycz, Witold; Zhu, Qingxin; Zhu, William
6
2015
Relaxed sparse eigenvalue conditions for sparse estimation via non-convex regularized regression. Zbl 06805405
Pan, Zheng; Zhang, Changshui
6
2015
An entropy-based persistence barcode. Zbl 1373.68316
Chintakunta, Harish; Gentimis, Thanos; Gonzalez-Diaz, Rocio; Jimenez, Maria-Jose; Krim, Hamid
6
2015
Improved support vector machine algorithm for heterogeneous data. Zbl 1374.68415
Peng, Shili; Hu, Qinghua; Chen, Yinli; Dang, Jianwu
6
2015
A long trip in the charming world of graphs for pattern recognition. Zbl 1373.68356
Vento, Mario
5
2015
Relative entropy collaborative fuzzy clustering method. Zbl 1381.62201
Zarinbal, M.; Fazel Zarandi, M. H.; Turksen, I. B.
5
2015
Low-rank matrix factorization with multiple hypergraph regularizer. Zbl 1373.68323
Jin, Taisong; Yu, Jun; You, Jane; Zeng, Kun; Li, Cuihua; Yu, Zhengtao
5
2015
Fast multi-label feature selection based on information-theoretic feature ranking. Zbl 1394.68296
Lee, Jaesung; Kim, Dae-Won
5
2015
Moments and moment invariants in the Radon space. Zbl 1395.94069
Xiao, Bin; Cui, Jiang-Tao; Qin, Hong-Xing; Li, Wei-Sheng; Wang, Guo-Yin
5
2015
Performance evaluation of classification algorithms by \(k\)-fold and leave-one-out cross validation. Zbl 1394.68318
Wong, Tzu-Tsung
5
2015
On the complexity of submap isomorphism and maximum common submap problems. Zbl 1373.68355
Solnon, Christine; Damiand, Guillaume; de la Higuera, Colin; Janodet, Jean-Christophe
4
2015
Graph-based point drift: graph centrality on the registration of point-sets. Zbl 1373.68363
de Sousa, Samuel; Kropatsch, Walter G.
4
2015
Fast computation of Jacobi-Fourier moments for invariant image recognition. Zbl 1374.68695
Upneja, Rahul; Singh, Chandan
4
2015
A center sliding Bayesian binary classifier adopting orthogonal polynomials. Zbl 1374.68477
Sun, Lei; Toh, Kar-Ann; Lin, Zhiping
4
2015
Scalable multi-output label prediction: from classifier chains to classifier trellises. Zbl 1374.68421
Read, Jesse; Martino, Luca; Olmos, Pablo M.; Luengo, David
4
2015
Active constrained fuzzy clustering: a multiple kernels learning approach. Zbl 1373.68307
Abin, Ahmad Ali; Beigy, Hamid
3
2015
Least squares twin multi-class classification support vector machine. Zbl 1373.68326
Nasiri, Jalal A.; Moghadam Charkari, Nasrollah; Jalili, Saeed
3
2015
Connectivity calculus of fractal polyhedrons. Zbl 1374.68668
Molina-Abril, Helena; Real, Pedro; Nakamura, Akira; Klette, Reinhard
3
2015
Improving bipartite graph edit distance approximation using various search strategies. Zbl 1374.68473
Riesen, Kaspar; Bunke, Horst
3
2015
A distributed framework for trimmed kernel \(k\)-means clustering. Zbl 1394.68315
Tsapanos, Nikolaos; Tefas, Anastasios; Nikolaidis, Nikolaos; Pitas, Ioannis
3
2015
Multi-manifold LLE learning in pattern recognition. Zbl 1394.68290
Hettiarachchi, R.; Peters, J. F.
3
2015
Multilabel predictions with sets of probabilities: the Hamming and ranking loss cases. Zbl 1395.62291
Destercke, Sébastien
3
2015
Clustering of multivariate binary data with dimension reduction via \(L_{1}\)-regularized likelihood maximization. Zbl 1394.68322
Yamamoto, Michio; Hayashi, Kenichi
3
2015
Inexact and incremental bilinear Lanczos components algorithms for high dimensionality reduction and image reconstruction. Zbl 1373.68339
Wu, Gang; Xu, Wei; Leng, Huan
2
2015
Efficient subgraph matching using topological node feature constraints. Zbl 1373.68348
Dahm, Nicholas; Bunke, Horst; Caelli, Terry; Gao, Yongsheng
2
2015
Approximation of graph edit distance based on Hausdorff matching. Zbl 1373.68350
Fischer, Andreas; Suen, Ching Y.; Frinken, Volkmar; Riesen, Kaspar; Bunke, Horst
2
2015
Quantification-oriented learning based on reliable classifiers. Zbl 1373.68312
Barranquero, Jose; Díez, Jorge; José del Coz, Juan
2
2015
Alternating multiconlitron: a novel framework for piecewise linear classification. Zbl 1373.68354
Li, Yujian; Leng, Qiangkui
2
2015
A multi-class SVM approach based on the \( l_1\)-norm minimization of the distances between the reduced convex hulls. Zbl 1374.68367
Carrasco, Miguel; López, Julio; Maldonado, Sebastián
2
2015
Weighted classifier ensemble based on quadratic form. Zbl 1374.68411
Mao, Shasha; Jiao, Licheng; Xiong, Lin; Gou, Shuiping; Chen, Bo; Yeung, Sai-Kit
2
2015
IRAHC: instance reduction algorithm using hyperrectangle clustering. Zbl 1374.68385
Hamidzadeh, Javad; Monsefi, Reza; Sadoghi Yazdi, Hadi
2
2015
Linear convergence rate for the MDM algorithm for the nearest point problem. Zbl 1374.68404
López, Jorge; Dorronsoro, José R.
2
2015
Errata and comments on “Orthogonal moments based on exponent functions: exponent-Fourier moments”. Zbl 1374.68481
Xiao, Bin; Li, Wei-sheng; Wang, Guo-yin
2
2015
A non-parametric Bayesian model for bounded data. Zbl 1374.68413
Minh Nguyen, Thanh; Jonathan Wu, Q. M.
2
2015
Efficient multi-modal fusion on supergraph for scalable image annotation. Zbl 1374.68606
Hamid Amiri, S.; Jamzad, Mansour
2
2015
Image segmentation with arbitrary noise models by solving minimal surface problems. Zbl 1394.68403
Tenbrinck, Daniel; Jiang, Xiaoyi
2
2015
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Cited by 14,126 Authors

32 Zhang, David D.
29 Yang, Jingyu
27 Wang, Shitong
26 Bagirov, Adil M.
26 Liang, Jiye
26 Yang, Miin-Shen
25 Miao, Duoqian
24 Denœux, Thierry
24 Hancock, Edwin Robert
23 D’Urso, Pierpaolo
22 Bustince Sola, Humberto
22 Tang, Yuanyan
21 Chen, Songcan
21 Li, Tianrui
21 Pedrycz, Witold
18 Chen, Degang
18 Chung, Fu-Lai
18 Lachaud, Jacques-Olivier
18 Qian, Yuhua
17 Jiao, Licheng
17 Yan, Hong
16 Cheng, Heng-Da
16 Dougherty, Edward R.
16 Hu, Qinghua
15 Bloch, Isabelle
15 Chow, Tommy W. S.
15 McNicholas, Paul D.
15 Mladenović, Nenad
15 Xu, Yong
15 Yang, Xibei
15 Zhang, Lei
15 Žunić, Joviša D.
14 He, Chuanjiang
14 Le Thi, Hoai An
14 McLachlan, Geoffrey John
14 Ng, Michael Kwok-Po
14 Nie, Feiping
14 Passat, Nicolas
13 Bouguila, Nizar
13 Lai, Zhihui
13 Lin, Tsung I.
13 Shao, Yuanhai
12 Ceyhan, Elvan
12 Chang, Chin-Chen
12 Liu, Chenglin
12 Oommen, B. John
12 Roussillon, Tristan
12 Tian, Yingjie
12 Toh, Kar-Ann
12 Yang, Jian
12 Zhang, Changshui
12 Zhang, Zhao
11 Bezdek, James C.
11 Chen, Wensheng
11 Kamel, Mohamed S.
11 Lai, Jianhuang
11 Li, Xuelong
11 Nagy, Benedek
11 Najman, Laurent
11 Pitas, Ioannis
11 Plataniotis, Konstantinos N.
11 Tao, Dacheng
11 Wilson, Richard Charles
11 Yang, ChingNung
11 Yang, Jianwei
11 Ye, Qiaolin
11 Zhang, Li
11 Zhao, Mingbo
10 Chen, Hongmei
10 Deng, Naiyang
10 Dornaika, Fadi
10 Feng, Xiangchu
10 Fernández Fernández, Francisco Javier
10 Gillis, Nicolas
10 Hansen, Pierre
10 Herrera, Francisco
10 Hung, Wenliang
10 Kenmochi, Yukiko
10 Qjidaa, Hassan
10 Ronse, Christian
10 Sayyouri, Mhamed
10 Wang, Guoyin
10 Zeng, Tie Yong
9 Bai, Lu
9 Barrenechea, Edurne
9 Bunke, Horst
9 Carrizosa, Emilio
9 Chen, Ke
9 Couprie, Michel
9 Dang, Chuangyin
9 de A. T. de Carvalho, Francisco
9 De Baets, Bernard
9 Fang, Bin
9 Flusser, Jan
9 Fujita, Hamido
9 Jin, Zhong
9 Jing, Xiaoyuan
9 Karmouni, Hicham
9 Latecki, Longin Jan
9 Li, Chunna
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537 Information Sciences
210 Journal of Mathematical Imaging and Vision
146 Neural Networks
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117 Applied Mathematics and Computation
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