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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
Documents Indexed: 3,054 Publications (since 1975)
References Indexed: 2,991 Publications with 88,215 References.
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Authors

35 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 Pitas, Ioannis
15 Yang, Jian
14 Jiao, Licheng
14 Lee, Seongwhan
14 Murty, M. Narasimha
13 Kim, Daijin
13 Liu, Chenglin
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 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 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 Medina-Carnicer, R.
6 Muñoz-Salinas, Rafael
6 Ng, Michael Kwok-Po
6 Pavel, Monique
6 Qiao, Hong
6 Ranganath, Surendra
6 Riesen, Kaspar
6 Rosin, Paul L.
...and 5,133 more Authors

Publications by Year

Citations contained in zbMATH Open

2,148 Publications have been cited 8,874 times in 5,825 Documents Cited by Year
Clustering of time series data – a survey. Zbl 1077.68803
Liao, T. Warren
116
2005
A direct LDA algorithm for high-dimensional data – with application to face recognition. Zbl 0993.68091
Yu, Hua; Yang, Jie
96
2001
Generalizing the Hough transform to detect arbitrary shapes. Zbl 0454.68112
Ballard, D. H.
82
1981
The relative neighbourhood graph of a finite planar set. Zbl 0437.05050
Toussaint, Godfried T.
78
1980
Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation. Zbl 1129.68073
Hu, Qinghua; Xie, Zongxia; Yu, Daren
64
2007
ML-KNN: A lazy learning approach to multi-label learning. Zbl 1111.68629
Zhang, Min-Ling; Zhou, Zhi-Hua
57
2007
J-MEANS: A new local search heuristic for minimum sum of squares clustering. Zbl 1012.68873
Hansen, Pierre; Mladenović, Nenad
55
2001
Alternative c-means clustering algorithms. Zbl 1006.68876
Wu, Kuo-Lung; Yang, Miin-Shen
54
2002
An optimal algorithm for constructing the weighted Voronoi diagram in the plane. Zbl 0539.52008
Aurenhammer, F.; Edelsbrunner, H.
48
1984
A survey of kernel and spectral methods for clustering. Zbl 1122.68530
Filippone, Maurizio; Camastra, Francesco; Masulli, Francesco; Rovetta, Stefano
42
2008
Shape description using weighted symmetric axis features. Zbl 0379.68067
Blum, Harry; Nagel, Roger N.
34
1978
An efficient local Chan-Vese model for image segmentation. Zbl 1185.68817
Wang, Xiao-Feng; Huang, De-Shuang; Xu, Huan
34
2010
Face recognition based on the uncorrelated discriminant transformation. Zbl 0978.68118
Jin, Zhong; Yang, Jingyu; Hu, Zhongshan; Lou, Zhen
33
2001
Color image segmentation: advances and prospects. Zbl 0991.68137
Cheng, H. D.; Jiang, X. H.; Sun, Y.; Wang, Jingli
33
2001
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring. Zbl 1070.68600
Shen, Qiang; Jensen, Richard
33
2004
Decision templates for multiple classifier fusion: An experimental comparison. Zbl 0991.68064
Kuncheva, Ludmila I.; Bezdek, James C.; Duin, Robert P. W.
32
2001
Cost-sensitive boosting for classification of imbalanced data. Zbl 1122.68505
Sun, Yanmin; Kamel, Mohamed S.; Wong, Andrew K. C.; Wang, Yang
32
2007
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
31
2009
Active contours driven by local image fitting energy. Zbl 1192.68624
Zhang, Kaihua; Song, Huihui; Zhang, Lei
31
2010
Validity index for crisp and fuzzy clusters. Zbl 1068.68135
Pakhira, Malay K.; Bandyopadhyay, Sanghamitra; Maulik, Ujjwal
28
2004
Fast and robust fuzzy \(c\)-means clustering algorithms incorporating local information for image segmentation. Zbl 1118.68133
Cai, Weiling; Chen, Songcan; Zhang, Daoqiang
28
2007
New method for feature extraction based on fractal behavior. Zbl 0997.68117
Tang, Yuan Y.; Tao, Yu; Lam, Ernest C. M.
27
2002
Sparsity preserving projections with applications to face recognition. Zbl 1186.68421
Qiao, Lishan; Chen, Songcan; Tan, Xiaoyang
27
2010
ECM: An evidential version of the fuzzy \(c\)-means algorithm. Zbl 1131.68081
Masson, Marie-Hélène; Denœux, T.
26
2008
An efficient accelerator for attribute reduction from incomplete data in rough set framework. Zbl 1218.68152
Qian, Yuhua; Liang, Jiye; Pedrycz, Witold; Dang, Chuangyin
26
2011
Hiding data in images by simple LSB substitution. Zbl 1072.68534
Chan, Chi-Kwong; Cheng, L. M.
25
2004
Modified global \(k\)-means algorithm for minimum sum-of-squares clustering problems. Zbl 1147.68669
Bagirov, Adil M.
25
2008
Additive estimators for probabilities of correct classification. Zbl 0389.62044
Glick, Ned
25
1978
Experiments in projection and clustering by simulated annealing. Zbl 0709.62613
Klein, Raymond W.; Dubes, Richard C.
24
1989
Relational duals of the c-means clustering algorithms. Zbl 0673.62050
Hathaway, Richard J.; Davenport, John W.; Bezdek, James C.
24
1989
Robust clustering by deterministic agglomeration EM of mixtures of multivariate \(t\)-distributions. Zbl 1005.68051
Shoham, Shy
23
2002
A rough-fuzzy approach for generating classification rules. Zbl 1006.68902
Shen, Qiang; Chouchoulas, Alexios
23
2002
Robust path-based spectral clustering. Zbl 1122.68525
Chang, Hong; Yeung, Dit-Yan
23
2008
Least-squares orthogonal distances fitting of circle, sphere, ellipse, hyperbola, and parabola. Zbl 0991.68127
Ahn, Sung Joon; Rauh, Wolfgang; Warnecke, Hans-Jürgen
22
2001
Handwritten digit recognition: Benchmarking of state-of-the-art techniques. Zbl 1054.68124
Liu, Cheng-Lin; Nakashima, Kazuki; Sako, Hiroshi; Fujisawa, Hiromichi
22
2003
Data dimensionality estimation methods: A survey. Zbl 1059.68100
Camastra, Francesco
22
2003
Lyndon + Christoffel = digitally convex. Zbl 1176.68175
Brlek, S.; Lachaud, J.-O.; Provençal, X.; Reutenauer, C.
22
2009
Efficient visual secret sharing scheme for color images. Zbl 1105.68454
Shyu, Shyong Jian
22
2006
Robust twin support vector machine for pattern classification. Zbl 1248.68441
Qi, Zhiquan; Tian, Yingjie; Shi, Yong
22
2013
Genetic clustering for automatic evolution of clusters and application to image classification. Zbl 1001.68926
Bandyopadhyay, Sanghamitra; Maulik, Ujjwal
21
2002
Automatic facial expression analysis: a survey. Zbl 1007.68947
Fasel, B.; Luettin, Juergen
21
2003
Time series clustering with ARMA mixtures. Zbl 1117.62488
Xiong, Yimin; Yeung, Dit-Yan
21
2004
Fast online graph clustering via Erdős-Rényi mixture. Zbl 1151.68623
Zanghi, Hugo; Ambroise, Christophe; Miele, Vincent
21
2008
Image thresholding using type II fuzzy sets. Zbl 1205.68351
Tizhoosh, Hamid R.
20
2005
A comparative analysis of algorithms for fast computation of Zernike moments. Zbl 1028.68142
Chong, Chee-Way; Raveendran, P.; Mukundan, R.
20
2003
Learning from partially supervised data using mixture models and belief functions. Zbl 1181.68231
Côme, E.; Oukhellou, L.; Denœux, T.; Aknin, P.
20
2009
Distances defined by neighborhood sequences. Zbl 0602.68088
Yamashita, Masafumi; Ibaraki, Toshihide
20
1986
Two-stage image denoising by principal component analysis with local pixel grouping. Zbl 1191.68808
Zhang, Lei; Dong, Weisheng; Zhang, David; Shi, Guangming
20
2010
From image vector to matrix: A straightforward image projection technique – IMPCA vs. PCA. Zbl 1006.68865
Yang, Jian; Yang, Jing-yu
19
2002
A survey of multilinear subspace learning for tensor data. Zbl 1210.68083
Lu, Haiping; Plataniotis, Konstantinos N.; Venetsanopoulos, Anastasios N.
19
2011
Invariant character recognition with Zernike and orthogonal Fourier-Mellin moments. Zbl 0988.68159
Kan, Chao; Srinath, Mandyam D.
18
2002
Image processing with neural networks – a review. Zbl 1006.68884
Egmont-Petersen, M.; de Ridder, D.; Handels, H.
18
2002
Image hiding by optimal LSB substitution and genetic algorithm. Zbl 1012.68882
Wang, Ran-Zan; Lin, Chi-Fang; Lin, Ja-Chen
18
2001
Spectral embedding of graphs. Zbl 1054.68105
Luo, Bin; Wilson, Richard C.; Hancock, Edwin R.
18
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.
18
2004
A unified framework for semi-supervised dimensionality reduction. Zbl 1154.68501
Song, Yangqiu; Nie, Feiping; Zhang, Changshui; Xiang, Shiming
18
2008
EM procedures using mean field-like approximations for Markov model-based image segmentation. Zbl 1010.68158
Celeux, Gilles; Forbes, Florence; Peyrard, Nathalie
17
2003
Prototype selection for dissimilarity-based classifiers. Zbl 1080.68646
Pȩkalska, Elżbieta; Duin, Robert P. W.; Paclík, Pavel
17
2006
Regularized discriminant analysis and its application to face recognition. Zbl 1032.68129
Dai, Dao-Qing; Yuen, Pong C.
17
2003
On incremental and robust subspace learning. Zbl 1070.68591
Li, Yongmin
17
2004
SVD based initialization: A head start for nonnegative matrix factorization. Zbl 1131.68084
Boutsidis, C.; Gallopoulos, E.
17
2008
Face recognition from a single image per person: a survey. Zbl 1096.68732
Tan, Xiaoyang; Chen, Songcan; Zhou, Zhi-Hua; Zhang, Fuyan
17
2006
A survey of content-based image retrieval with high-level semantics. Zbl 1103.68503
Liu, Ying; Zhang, Dengsheng; Lu, Guojun; Ma, Wei-Ying
17
2007
Handwritten digit classification using higher order singular value decomposition. Zbl 1119.68188
Savas, Berkant; Eldén, Lars
17
2007
Improve robustness of sparse PCA by \(L_{1}\)-norm maximization. Zbl 1225.68202
Meng, Deyu; Zhao, Qian; Xu, Zongben
17
2012
Using underapproximations for sparse nonnegative matrix factorization. Zbl 1191.68783
Gillis, Nicolas; Glineur, François
17
2010
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.
16
2011
Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression. Zbl 1115.68125
An, Senjian; Liu, Wanquan; Venkatesh, Svetha
16
2007
A comparative study on multivariate mathematical morphology. Zbl 1118.68719
Aptoula, E.; Lefèvre, S.
16
2007
A theorem on the uncorrelated optimal discriminant vectors. Zbl 0999.68189
Jin, Zhong; Yang, Jing-Yu; Tang, Zhen-Min; Hu, Zhong-Shan
15
2001
Feature analysis through information granulation and fuzzy sets. Zbl 0997.68114
Pedrycz, Witold; Vukovich, George
15
2002
Linear programming support vector machines. Zbl 1010.68108
Zhou, Weida; Zhang, Li; Jiao, Licheng
15
2002
Translation and scale invariants of Legendre moments. Zbl 1067.68593
Chong, Chee-Way; Raveendran, P.; Mukundan, R.
15
2004
FCM-based model selection algorithms for determining the number of clusters. Zbl 1056.68583
Sun, Haojun; Wang, Shengrui; Jiang, Qingshan
15
2004
Learning a Mahalanobis distance metric for data clustering and classification. Zbl 1162.68642
Xiang, Shiming; Nie, Feiping; Zhang, Changshui
15
2008
Two-dimensional discriminant transform for face recognition. Zbl 1081.68671
Yang, Jian; Zhang, David; Yong, Xu; Yang, Jing-yu
15
2005
On fast supervised learning for normal mixture models with missing information. Zbl 1096.68723
Lin, Tsung I.; Lee, Jack C.; Ho, Hsiu J.
15
2006
Kernel PCA for novelty detection. Zbl 1118.68140
Hoffmann, Heiko
15
2007
Enhanced soft subspace clustering integrating within-cluster and between-cluster information. Zbl 1187.68445
Deng, Zhaohong; Choi, Kup-Sze; Chung, Fu-Lai; Wang, Shitong
15
2010
New and efficient DCA based algorithms for minimum sum-of-squares clustering. Zbl 1326.68225
Hoai An, Le Thi; Hoai Minh, Le; Tao, Pham Dinh
15
2014
Dynamic classifier selection based on multiple classifier behaviour. Zbl 0995.68100
Giacinto, Giorgio; Roli, Fabio
14
2001
Attribute bagging: Improving accuracy of classifier ensembles by using random feature subsets. Zbl 1033.68092
Bryll, Robert; Gutierrez-Osuna, Ricardo; Quek, Francis
14
2003
Double-bagging: Combining classifiers by bootstrap aggregation. Zbl 1028.68144
Hothorn, Torsten; Lausen, Berthold
14
2003
Constructing support vector machine ensemble. Zbl 1059.68091
Kim, Hyun-Chul; Pang, Shaoning; Je, Hong-Mo; Kim, Daijin; Bang, Sung Yang
14
2003
Agglomerative clustering using the concept of mutual nearest neighbourhood. Zbl 0379.62051
Gowda, K. Chidananda; Krishna, G.
14
1978
A convergence theorem for the fuzzy subspace clustering (FSC) algorithm. Zbl 1134.68488
Gan, G.; Wu, J.
14
2008
Recursive projection twin support vector machine via within-class variance minimization. Zbl 1218.68119
Chen, Xiaobo; Yang, Jian; Ye, Qiaolin; Liang, Jun
14
2011
TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition. Zbl 1218.68129
Peng, Xinjun
14
2011
Geometric moment invariants. Zbl 1122.68573
Xu, Dong; Li, Hua
14
2008
The hyperbolic smoothing clustering method. Zbl 1187.68514
Xavier, Adilson Elias
14
2010
Shape statistics in kernel space for variational image segmentation. Zbl 1035.68125
Cremers, Daniel; Kohlberger, Timo; Schnörr, Christoph
13
2003
Efficient leave-one-out cross-validation of kernel Fisher discriminant classifiers. Zbl 1059.68101
Cawley, Gavin C.; Talbot, Nicola L. C.
13
2003
A Hu moment invariant as a shape circularity measure. Zbl 1176.68171
Žunić, Joviša; Hirota, Kaoru; Rosin, Paul L.
13
2010
Combining predictions in pairwise classification: an optimal adaptive voting strategy and its relation to weighted voting. Zbl 1191.68578
Hüllermeier, Eyke; Vanderlooy, Stijn
13
2010
Constraint score: A new filter method for feature selection with pairwise constraints. Zbl 1140.68490
Zhang, Daoqiang; Chen, Songcan; Zhou, Zhi-Hua
13
2008
Validity studies in clustering methodologies. Zbl 0415.62041
Dubes, Richard; Jain, Anil K.
13
1979
Graph-optimized locality preserving projections. Zbl 1191.68611
Zhang, Limei; Qiao, Lishan; Chen, Songcan
13
2010
Probability density difference-based active contour for ultrasound image segmentation. Zbl 1191.68588
Liu, Bo; Cheng, H. D.; Huang, Jianhua; Tian, Jiawei; Tang, Xianglong; Liu, Jiafeng
13
2010
Fast modified global \(k\)-means algorithm for incremental cluster construction. Zbl 1213.68514
Bagirov, Adil M.; Ugon, Julien; Webb, Dean
13
2011
Image analysis by Bessel-Fourier moments. Zbl 1209.68495
Xiao, Bin; Ma, Jian-Feng; Wang, Xuan
12
2010
Robust support vector machines based on the rescaled hinge loss function. Zbl 1429.68242
Xu, Guibiao; Cao, Zheng; Hu, Bao-Gang; Principe, Jose C.
4
2017
A survey on semi-supervised feature selection methods. Zbl 1429.68239
Sheikhpour, Razieh; Sarram, Mehdi Agha; Gharaghani, Sajjad; Chahooki, Mohammad Ali Zare
4
2017
Matrix exponential based semi-supervised discriminant embedding for image classification. Zbl 1428.68235
Dornaika, F.; Traboulsi, Y. El
3
2017
Joint sparse principal component analysis. Zbl 1428.68266
Yi, Shuangyan; Lai, Zhihui; He, Zhenyu; Cheung, Yiu-ming; Liu, Yang
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
Hierarchical graph embedding in vector space by graph pyramid. Zbl 1428.68224
Mousavi, Seyedeh Fatemeh; Safayani, Mehran; Mirzaei, Abdolreza; Bahonar, Hoda
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
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
1
2017
Ensemble clustering based on weighted co-association matrices: error bound and convergence properties. Zbl 1429.68207
Berikov, Vladimir; Pestunov, Igor
1
2017
Supervised distance metric learning through maximization of the Jeffrey divergence. Zbl 1429.68235
Nguyen, Bac; Morell, Carlos; De Baets, Bernard
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
11
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
8
2016
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems. Zbl 1412.68200
Bagirov, Adil M.; Taheri, Sona; Ugon, Julien
8
2016
Global discriminative-based nonnegative spectral clustering. Zbl 1412.62085
Shang, Ronghua; Zhang, Zhu; Jiao, Licheng; Wang, Wenbing; Yang, Shuyuan
8
2016
Ensemble clustering using factor graph. Zbl 1395.62157
Huang, Dong; Lai, Jianhuang; Wang, Chang-Dong
4
2016
Semi-supervised linear discriminant analysis for dimension reduction and classification. Zbl 1412.68195
Wang, Sheng; Lu, Jianfeng; Gu, Xingjian; Du, Haishun; Yang, Jingyu
4
2016
Statistical graph space analysis. Zbl 1418.62262
Jain, Brijnesh J.
4
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
3
2016
Online active learning of decision trees with evidential data. Zbl 1394.68302
Ma, Liyao; Destercke, Sébastien; Wang, Yong
3
2016
Can high-order dependencies improve mutual information based feature selection? Zbl 1412.68194
Vinh, Nguyen Xuan; Zhou, Shuo; Chan, Jeffrey; Bailey, James
3
2016
Regularized generalized eigen-decomposition with applications to sparse supervised feature extraction and sparse discriminant analysis. Zbl 1394.68289
Han, Xixuan; Clemmensen, Line
2
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
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
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
2
2016
Depth-based hypergraph complexity traces from directed line graphs. Zbl 1412.68179
Bai, Lu; Escolano, Francisco; Hancock, Edwin R.
2
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
2
2016
Hierarchical mixing linear support vector machines for nonlinear classification. Zbl 1414.68083
Wang, Di; Zhang, Xiaoqin; Fan, Mingyu; Ye, Xiuzi
2
2016
Inductive and flexible feature extraction for semi-supervised pattern categorization. Zbl 1414.68053
Dornaika, F.; Traboulsi, Y. El; Assoum, A.
2
2016
New Hermite orthogonal polynomial kernel and combined kernels in support vector machine classifier. Zbl 1414.68059
Hooshmand Moghaddam, Vahid; Hamidzadeh, Javad
2
2016
Density-ratio based clustering for discovering clusters with varying densities. Zbl 1414.62291
Zhu, Ye; Ting, Kai Ming; Carman, Mark J.
2
2016
Smoothly approximated support vector domain description. Zbl 1394.68332
Zheng, Songfeng
1
2016
Measuring linearity of curves in \(2D\) and \(3D\). Zbl 1394.68420
Rosin, Paul L.; Pantović, Jovanka; Žunić, Joviša
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
Fast depth-based subgraph kernels for unattributed graphs. Zbl 1394.68272
Bai, Lu; Hancock, Edwin R.
1
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
1
2016
An integrated grammar-based approach for mathematical expression recognition. Zbl 1394.68336
Álvaro, Francisco; Sánchez, Joan-Andreu; Benedí, José-Miguel
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
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.
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
Feature selection for linear SVM with provable guarantees. Zbl 1414.68069
Paul, Saurabh; Magdon-Ismail, Malik; Drineas, Petros
1
2016
Sparse exponential family principal component analysis. Zbl 1414.62217
Lu, Meng; Huang, Jianhua Z.; Qian, Xiaoning
1
2016
L1-norm-based principal component analysis with adaptive regularization. Zbl 1414.62216
Lu, Gui-Fu; Zou, Jian; Wang, Yong; Wang, Zhongqun
1
2016
A quantum Jensen-Shannon graph kernel for unattributed graphs. Zbl 1373.68345
Bai, Lu; Rossi, Luca; Torsello, Andrea; Hancock, Edwin R.
7
2015
A relative decision entropy-based feature selection approach. Zbl 1374.68391
Jiang, Feng; Sui, Yuefei; Zhou, Lin
7
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
7
2015
Fast computation of separable two-dimensional discrete invariant moments for image classification. Zbl 1373.68352
Hmimid, Abdeslam; Sayyouri, Mhamed; Qjidaa, Hassan
6
2015
Variational image segmentation model coupled with image restoration achievements. Zbl 1374.68674
Cai, Xiaohao
6
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
Relaxed sparse eigenvalue conditions for sparse estimation via non-convex regularized regression. Zbl 06805405
Pan, Zheng; Zhang, Changshui
4
2015
Unsupervised feature selection by regularized self-representation. Zbl 1373.68344
Zhu, Pengfei; Zuo, Wangmeng; Zhang, Lei; Hu, Qinghua; Shiu, Simon C. K.
4
2015
A center sliding Bayesian binary classifier adopting orthogonal polynomials. Zbl 1374.68477
Sun, Lei; Toh, Kar-Ann; Lin, Zhiping
4
2015
Improved support vector machine algorithm for heterogeneous data. Zbl 1374.68415
Peng, Shili; Hu, Qinghua; Chen, Yinli; Dang, Jianwu
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
A long trip in the charming world of graphs for pattern recognition. Zbl 1373.68356
Vento, Mario
3
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
3
2015
Graph-based point drift: graph centrality on the registration of point-sets. Zbl 1373.68363
de Sousa, Samuel; Kropatsch, Walter G.
3
2015
An entropy-based persistence barcode. Zbl 1373.68316
Chintakunta, Harish; Gentimis, Thanos; Gonzalez-Diaz, Rocio; Jimenez, Maria-Jose; Krim, Hamid
3
2015
Relative entropy collaborative fuzzy clustering method. Zbl 1381.62201
Zarinbal, M.; Fazel Zarandi, M. H.; Turksen, I. B.
3
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
3
2015
Subspace learning for unsupervised feature selection via matrix factorization. Zbl 1373.68338
Wang, Shiping; Pedrycz, Witold; Zhu, Qingxin; Zhu, William
2
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
Double adjacency graphs-based discriminant neighborhood embedding. Zbl 1374.68372
Ding, Chuntao; Zhang, Li
2
2015
IRAHC: instance reduction algorithm using hyperrectangle clustering. Zbl 1374.68385
Hamidzadeh, Javad; Monsefi, Reza; Sadoghi Yazdi, Hadi
2
2015
Connectivity calculus of fractal polyhedrons. Zbl 1374.68668
Molina-Abril, Helena; Real, Pedro; Nakamura, Akira; Klette, Reinhard
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
Efficient multi-modal fusion on supergraph for scalable image annotation. Zbl 1374.68606
Hamid Amiri, S.; Jamzad, Mansour
2
2015
Fast multi-label feature selection based on information-theoretic feature ranking. Zbl 1394.68296
Lee, Jaesung; Kim, Dae-Won
2
2015
Multi-manifold LLE learning in pattern recognition. Zbl 1394.68290
Hettiarachchi, R.; Peters, J. F.
2
2015
Moment invariants under similarity transformation. Zbl 1394.68338
Diao, Luhong; Peng, Juan; Dong, Junliang; Kong, Fanyu
2
2015
Subspace clustering with automatic feature grouping. Zbl 1394.68285
Gan, Guojun; Ng, Michael Kwok-Po
2
2015
Clustering of multivariate binary data with dimension reduction via \(L_{1}\)-regularized likelihood maximization. Zbl 1394.68322
Yamamoto, Michio; Hayashi, Kenichi
2
2015
Optimizing area under the ROC curve using semi-supervised learning. Zbl 1373.68337
Wang, Shijun; Li, Diana; Petrick, Nicholas; Sahiner, Berkman; Linguraru, Marius George; Summers, Ronald M.
1
2015
Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics. Zbl 1373.68319
Gaüzère, Benoit; Grenier, Pierre-Anthony; Brun, Luc; Villemin, Didier
1
2015
Exact solution to median surface problem using 3D graph search and application to parameter space exploration. Zbl 1373.68358
Wu, Zhengwang; Jiang, Xiaoyi; Zheng, Nanning; Liu, Yuehu; Cheng, Dachuan
1
2015
Active constrained fuzzy clustering: a multiple kernels learning approach. Zbl 1373.68307
Abin, Ahmad Ali; Beigy, Hamid
1
2015
An active learning-based SVM multi-class classification model. Zbl 1374.68379
Guo, Husheng; Wang, Wenjian
1
2015
Weighted classifier ensemble based on quadratic form. Zbl 1374.68411
Mao, Shasha; Jiao, Licheng; Xiong, Lin; Gou, Shuiping; Chen, Bo; Yeung, Sai-Kit
1
2015
Fast computation of Jacobi-Fourier moments for invariant image recognition. Zbl 1374.68695
Upneja, Rahul; Singh, Chandan
1
2015
Pareto models for discriminative multiclass linear dimensionality reduction. Zbl 1374.68362
Abou-Moustafa, Karim T.; De La Torre, Fernando; Ferrie, Frank P.
1
2015
Large-scale eigenvector approximation via Hilbert space embedding Nyström. Zbl 1374.68400
Lin, Ming; Wang, Fei; Zhang, Changshui
1
2015
Improving bipartite graph edit distance approximation using various search strategies. Zbl 1374.68473
Riesen, Kaspar; Bunke, Horst
1
2015
Interactive graph-matching using active query strategies. Zbl 1374.68476
Serratosa, Francesc; Cortés, Xavier
1
2015
Estimation of linear deformations of 2D and 3D fuzzy objects. Zbl 1374.68693
Tanács, Attila; Lindblad, Joakim; Sladoje, Nataša; Kato, Zoltan
1
2015
A non-parametric Bayesian model for bounded data. Zbl 1374.68413
Minh Nguyen, Thanh; Jonathan Wu, Q. M.
1
2015
Fuzzy support vector machines for multilabel classification. Zbl 1374.68361
Abe, Shigeo
1
2015
Integral invariants for space motion trajectory matching and recognition. Zbl 1394.68401
Shao, Zhanpeng; Li, Youfu
1
2015
Multiple kernel-based dictionary learning for weakly supervised classification. Zbl 1394.68311
Shrivastava, Ashish; Pillai, Jaishanker K.; Patel, Vishal M.
1
2015
A distributed framework for trimmed kernel \(k\)-means clustering. Zbl 1394.68315
Tsapanos, Nikolaos; Tefas, Anastasios; Nikolaidis, Nikolaos; Pitas, Ioannis
1
2015
Non-linear dictionary learning with partially labeled data. Zbl 1394.68310
Shrivastava, Ashish; Patel, Vishal M.; Chellappa, Rama
1
2015
Image segmentation with arbitrary noise models by solving minimal surface problems. Zbl 1394.68403
Tenbrinck, Daniel; Jiang, Xiaoyi
1
2015
Multilabel predictions with sets of probabilities: the Hamming and ranking loss cases. Zbl 1395.62291
Destercke, Sébastien
1
2015
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Cited by 11,316 Authors

30 Zhang, David D.
28 Yang, Jingyu
24 Wang, Shitong
22 Bagirov, Adil M.
22 Liang, Jiye
22 Yang, Miin-Shen
21 Chen, Songcan
21 Tang, Yuanyan
20 Denœux, Thierry
20 Hancock, Edwin Robert
19 D’Urso, Pierpaolo
19 Pedrycz, Witold
18 Miao, Duoqian
17 Chung, Fu-Lai
17 Yan, Hong
16 Bustince, Humberto
16 Cheng, Heng-Da
16 Dougherty, Edward R.
16 Lachaud, Jacques-Olivier
16 Qian, Yuhua
15 Bloch, Isabelle
15 Chen, Degang
15 Hu, Qinghua
15 Jiao, Licheng
15 McNicholas, Paul D.
15 Mladenović, Nenad
15 Zhang, Lei
14 Yang, Jian
13 Chow, Tommy W. S.
13 He, Chuanjiang
12 Ng, Michael Kwok-Po
12 Oommen, B. John
12 Passat, Nicolas
12 Pitas, Ioannis
12 Tian, Yingjie
12 Toh, Kar-Ann
12 Xu, Yong
12 Zhang, Changshui
12 Žunić, Joviša D.
11 Ceyhan, Elvan
11 Chang, Chin-Chen
11 Chen, Wensheng
11 Kamel, Mohamed S.
11 Lai, Jianhuang
11 Le Thi, Hoai An
11 Liu, Chenglin
11 Tao, Dacheng
10 Feng, Xiangchu
10 Hansen, Pierre
10 Lin, Tsung I.
10 Plataniotis, Konstantinos N.
10 Roussillon, Tristan
10 Shao, Yuanhai
10 Wilson, Richard Charles
10 Yang, Jianwei
10 Yang, Xibei
10 Ye, Qiaolin
9 Bezdek, James C.
9 Bouguila, Nizar
9 Dang, Chuangyin
9 Deng, Naiyang
9 Herrera, Francisco
9 Hung, Wenliang
9 Jin, Zhong
9 Jing, Xiaoyuan
9 Lai, Zhihui
9 Lipovetsky, Stan
9 Maldonado, Sebastián
9 Nagy, Benedek
9 Pham Dinh Tao
9 Provençal, Xavier
9 Shu, Huazhong
9 Singh, Chandan
9 Yang, ChingNung
9 Zhang, Zhao
9 Zhao, Mingbo
8 Barrenechea, Edurne
8 Bunke, Horst
8 Chen, Ke
8 Fang, Bin
8 Gillis, Nicolas
8 Guo, Yanhui
8 Li, Xuelong
8 Liu, Hongwei
8 Mesiar, Radko
8 Mi, Jusheng
8 Najman, Laurent
8 Nie, Feiping
8 Príncipe, José Carlos
8 Ronse, Christian
8 Sabo, Kristian
8 Strand, Robin
8 Suen, Ching-Yun
8 Suykens, Johan A. K.
8 Wu, Q. M. Jonathan
8 Zheng, Weishi
7 Ambroise, Christophe
7 Campello, Ricardo José Gabrielli Barreto
7 Carrizosa, Emilio
7 Chatterji, Biswa Nath
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Cited in 470 Journals

1,419 Pattern Recognition
351 Information Sciences
159 Journal of Mathematical Imaging and Vision
124 Mathematical Problems in Engineering
107 Fuzzy Sets and Systems
106 Applied Mathematics and Computation
104 Neural Networks
93 International Journal of Wavelets, Multiresolution and Information Processing
90 Computational Statistics and Data Analysis
73 Machine Learning
72 International Journal of Approximate Reasoning
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63 EURASIP Journal on Advances in Signal Processing
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59 Soft Computing
58 European Journal of Operational Research
57 Neural Computation
54 Journal of Classification
51 Data Mining and Knowledge Discovery
50 Advances in Data Analysis and Classification. ADAC
48 Computers & Mathematics with Applications
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46 PAA. Pattern Analysis and Applications
44 Multidimensional Systems and Signal Processing
40 International Journal of Applied Mathematics and Computer Science
37 International Journal of Computer Mathematics
36 Journal of the Franklin Institute
34 Statistics and Computing
33 Discrete Applied Mathematics
33 Journal of Computational and Applied Mathematics
32 Annals of Operations Research
32 Journal of Theoretical Biology
27 Applied Mathematical Modelling
26 Information Processing Letters
26 Journal of Global Optimization
25 Communications in Statistics. Simulation and Computation
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23 Sādhanā
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21 Journal of Machine Learning Research (JMLR)
21 Algorithms
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20 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
20 Mathematical Biosciences and Engineering
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19 Complexity
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17 Mathematics and Computers in Simulation
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17 The Annals of Applied Statistics
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16 International Journal of Computational Geometry & Applications
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16 Annals of Mathematics and Artificial Intelligence
16 Entropy
15 Algorithmica
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15 Statistical Analysis and Data Mining
14 International Journal of General Systems
14 Chaos, Solitons and Fractals
14 SIAM Journal on Imaging Sciences
13 Abstract and Applied Analysis
13 Optimization Letters
12 Circuits, Systems, and Signal Processing
12 International Journal of Production Research
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11 Computer Aided Geometric Design
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11 Inverse Problems and Imaging
10 Journal of Computational Physics
10 Psychometrika
10 International Journal of Computational Intelligence and Applications
10 International Journal of Systems Science. Principles and Applications of Systems and Integration
9 International Journal of Systems Science
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9 Kybernetika
9 SIAM Journal on Matrix Analysis and Applications
9 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
9 International Journal of Shape Modeling
9 Computational Biology and Chemistry
9 Journal of Zhejiang University. Science A
9 Computer Science Review
8 Computer Methods in Applied Mechanics and Engineering
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8 Automatica
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8 Cybernetics and Systems
8 Discrete & Computational Geometry
8 International Journal of Foundations of Computer Science
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3,691 Computer science (68-XX)
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