Pattern RecognitionThe Journal of the Pattern Recognition Society Short Title: Pattern Recognition Publisher: Elsevier (Pergamon), Oxford ISSN: 0031-3203 Online: http://www.sciencedirect.com/science/journal/00313203https://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. all top 5 Latest Issues 64 (2017) 63 (2017) 62 (2017) 61 (2017) 60 (2016) 59 (2016) 58 (2016) 57 (2016) 56 (2016) 55 (2016) 54 (2016) 53 (2016) 52 (2016) 51 (2016) 50 (2016) 49 (2016) 48, No. 12 (2015) 48, No. 11 (2015) 48, No. 9 (2015) 48, No. 8 (2015) 48, No. 7 (2015) 48, No. 6 (2015) 48, No. 5 (2015) 48, No. 4 (2015) 48, No. 3 (2015) 48, No. 2 (2015) 48, No. 1 (2015) 47, No. 12 (2014) 47, No. 11 (2014) 47, No. 10 (2014) 47, No. 9 (2014) 47, No. 8 (2014) 47, No. 7 (2014) 47, No. 6 (2014) 47, No. 5 (2014) 47, No. 4 (2014) 47, No. 3 (2014) 47, No. 2 (2014) 47, No. 1 (2014) 46, No. 12 (2013) 46, No. 11 (2013) 46, No. 10 (2013) 46, No. 9 (2013) 46, No. 8 (2013) 46, No. 7 (2013) 46, No. 6 (2013) 46, No. 5 (2013) 46, No. 4 (2013) 46, No. 3 (2013) 46, No. 2 (2013) 46, No. 1 (2013) 45, No. 12 (2012) 45, No. 11 (2012) 45, No. 10 (2012) 45, No. 9 (2012) 45, No. 8 (2012) 45, No. 7 (2012) 45, No. 6 (2012) 45, No. 5 (2012) 45, No. 4 (2012) 45, No. 3 (2012) 45, No. 2 (2012) 45, No. 1 (2012) 44, No. 12 (2011) 44, No. 10-11 (2011) 44, No. 8 (2011) 44, No. 7 (2011) 44, No. 6 (2011) 44, No. 5 (2011) 44, No. 4 (2011) 44, No. 3 (2011) 44, No. 2 (2011) 44, No. 1 (2011) 43, No. 12 (2010) 43, No. 11 (2010) 43, No. 10 (2010) 43, No. 9 (2010) 43, No. 8 (2010) 43, No. 7 (2010) 43, No. 6 (2010) 43, No. 5 (2010) 43, No. 4 (2010) 43, No. 3 (2010) 43, No. 2 (2010) 43, No. 1 (2010) 42, No. 12 (2009) 42, No. 11 (2009) 42, No. 10 (2009) 42, No. 9 (2009) 42, No. 8 (2009) 42, No. 7 (2009) 42, No. 6 (2009) 42, No. 5 (2009) 42, No. 4 (2009) 42, No. 3 (2009) 42, No. 2 (2009) 42, No. 1 (2009) 41, No. 12 (2008) 41, No. 11 (2008) 41, No. 10 (2008) ...and 123 more Volumes all top 5 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 5,200 more Authors all top 5 Fields 2,955 Computer science (68-XX) 327 Statistics (62-XX) 83 Information and communication theory, circuits (94-XX) 53 Biology and other natural sciences (92-XX) 45 Numerical analysis (65-XX) 38 Combinatorics (05-XX) 27 Operations research, mathematical programming (90-XX) 11 Linear and multilinear algebra; matrix theory (15-XX) 11 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 General and overarching topics; collections (00-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 8 Special functions (33-XX) 8 Convex and discrete geometry (52-XX) 7 Probability theory and stochastic processes (60-XX) 6 Approximations and expansions (41-XX) 5 Mathematical logic and foundations (03-XX) 3 History and biography (01-XX) 3 Systems theory; control (93-XX) 2 Category theory; homological algebra (18-XX) 2 General topology (54-XX) 2 Algebraic topology (55-XX) 1 Number theory (11-XX) 1 Group theory and generalizations (20-XX) 1 Measure and integration (28-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Astronomy and astrophysics (85-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 2,217 Publications have been cited 11,453 times in 7,046 Documents Cited by ▼ Year ▼ Clustering of time series data – a survey. Zbl 1077.68803 Liao, T. Warren 147 2005 A direct LDA algorithm for high-dimensional data – with application to face recognition. Zbl 0993.68091 Yu, Hua; Yang, Jie 99 2001 Generalizing the Hough transform to detect arbitrary shapes. Zbl 0454.68112 Ballard, D. H. 99 1981 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 85 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. 55 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 45 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 43 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. 37 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 36 2011 Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring. Zbl 1070.68600 Shen, Qiang; Jensen, Richard 35 2004 Color image segmentation: advances and prospects. Zbl 0991.68137 Cheng, H. D.; Jiang, X. H.; Sun, Y.; Wang, Jingli 34 2001 Hiding data in images by simple LSB substitution. Zbl 1072.68534 Chan, Chi-Kwong; Cheng, L. M. 34 2004 Validity index for crisp and fuzzy clusters. Zbl 1068.68135 Pakhira, Malay K.; Bandyopadhyay, Sanghamitra; Maulik, Ujjwal 34 2004 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 Sparsity preserving projections with applications to face recognition. Zbl 1186.68421 Qiao, Lishan; Chen, Songcan; Tan, Xiaoyang 32 2010 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 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 31 2016 Robust path-based spectral clustering. Zbl 1122.68525 Chang, Hong; Yeung, Dit-Yan 30 2008 Modified global \(k\)-means algorithm for minimum sum-of-squares clustering problems. Zbl 1147.68669 Bagirov, Adil M. 30 2008 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 Lyndon + Christoffel = digitally convex. Zbl 1176.68175 Brlek, S.; Lachaud, J.-O.; Provençal, X.; Reutenauer, C. 29 2009 Image processing with neural networks – a review. Zbl 1006.68884 Egmont-Petersen, M.; de Ridder, D.; Handels, H. 29 2002 SVD based initialization: A head start for nonnegative matrix factorization. Zbl 1131.68084 Boutsidis, C.; Gallopoulos, E. 28 2008 New method for feature extraction based on fractal behavior. Zbl 0997.68117 Tang, Yuan Y.; Tao, Yu; Lam, Ernest C. M. 28 2002 Data dimensionality estimation methods: A survey. Zbl 1059.68100 Camastra, Francesco 28 2003 Robust twin support vector machine for pattern classification. Zbl 1248.68441 Qi, Zhiquan; Tian, Yingjie; Shi, Yong 27 2013 Fast online graph clustering via Erdős-Rényi mixture. Zbl 1151.68623 Zanghi, Hugo; Ambroise, Christophe; Miele, Vincent 27 2008 Relational duals of the c-means clustering algorithms. Zbl 0673.62050 Hathaway, Richard J.; Davenport, John W.; Bezdek, James C. 26 1989 A comparative study on multivariate mathematical morphology. Zbl 1118.68719 Aptoula, E.; Lefèvre, S. 26 2007 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 global averaging method for dynamic time warping, with applications to clustering. Zbl 1209.68477 Petitjean, François; Ketterlin, Alain; Gançarski, Pierre 26 2011 Learning from partially supervised data using mixture models and belief functions. Zbl 1181.68231 Côme, E.; Oukhellou, L.; Denœux, T.; Aknin, P. 26 2009 Experiments in projection and clustering by simulated annealing. Zbl 0709.62613 Klein, Raymond W.; Dubes, Richard C. 26 1989 Robust clustering by deterministic agglomeration EM of mixtures of multivariate \(t\)-distributions. Zbl 1005.68051 Shoham, Shy 25 2002 A rough-fuzzy approach for generating classification rules. Zbl 1006.68902 Shen, Qiang; Chouchoulas, Alexios 25 2002 Kernel PCA for novelty detection. Zbl 1118.68140 Hoffmann, Heiko 25 2007 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 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 25 2014 Genetic clustering for automatic evolution of clusters and application to image classification. Zbl 1001.68926 Bandyopadhyay, Sanghamitra; Maulik, Ujjwal 24 2002 Improve robustness of sparse PCA by \(L_{1}\)-norm maximization. Zbl 1225.68202 Meng, Deyu; Zhao, Qian; Xu, Zongben 23 2012 Using underapproximations for sparse nonnegative matrix factorization. Zbl 1191.68783 Gillis, Nicolas; Glineur, François 23 2010 EM procedures using mean field-like approximations for Markov model-based image segmentation. Zbl 1010.68158 Celeux, Gilles; Forbes, Florence; Peyrard, Nathalie 23 2003 Automatic facial expression analysis: a survey. Zbl 1007.68947 Fasel, B.; Luettin, Juergen 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 Spectral embedding of graphs. Zbl 1054.68105 Luo, Bin; Wilson, Richard C.; Hancock, Edwin R. 23 2003 TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition. Zbl 1218.68129 Peng, Xinjun 22 2011 The hyperbolic smoothing clustering method. Zbl 1187.68514 Xavier, Adilson Elias 22 2010 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 Distances defined by neighborhood sequences. Zbl 0602.68088 Yamashita, Masafumi; Ibaraki, Toshihide 22 1986 Handwritten digit recognition: Benchmarking of state-of-the-art techniques. Zbl 1054.68124 Liu, Cheng-Lin; Nakashima, Kazuki; Sako, Hiroshi; Fujisawa, Hiromichi 22 2003 A unified framework for semi-supervised dimensionality reduction. Zbl 1154.68501 Song, Yangqiu; Nie, Feiping; Zhang, Changshui; Xiang, Shiming 22 2008 Recursive projection twin support vector machine via within-class variance minimization. Zbl 1218.68119 Chen, Xiaobo; Yang, Jian; Ye, Qiaolin; Liang, Jun 21 2011 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 Fast computation of separable two-dimensional discrete invariant moments for image classification. Zbl 1373.68352 Hmimid, Abdeslam; Sayyouri, Mhamed; Qjidaa, Hassan 21 2015 Geometric moment invariants. Zbl 1122.68573 Xu, Dong; Li, Hua 20 2008 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 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 A comparative analysis of algorithms for fast computation of Zernike moments. Zbl 1028.68142 Chong, Chee-Way; Raveendran, P.; Mukundan, R. 20 2003 Learning a Mahalanobis distance metric for data clustering and classification. Zbl 1162.68642 Xiang, Shiming; Nie, Feiping; Zhang, Changshui 20 2008 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 Prototype selection for dissimilarity-based classifiers. Zbl 1080.68646 Pȩkalska, Elżbieta; Duin, Robert P. W.; Paclík, Pavel 19 2006 Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems. Zbl 1412.68200 Bagirov, Adil M.; Taheri, Sona; Ugon, Julien 19 2016 Markov blanket-embedded genetic algorithm for gene selection. Zbl 1123.68116 Zhu, Zexuan; Ong, Yew-Soon; Dash, Manoranjan 18 2007 Efficient leave-one-out cross-validation of kernel Fisher discriminant classifiers. Zbl 1059.68101 Cawley, Gavin C.; Talbot, Nicola L. C. 18 2003 Face recognition from a single image per person: a survey. Zbl 1096.68732 Tan, Xiaoyang; Chen, Songcan; Zhou, Zhi-Hua; Zhang, Fuyan 18 2006 Two-dimensional discriminant transform for face recognition. Zbl 1081.68671 Yang, Jian; Zhang, David; Yong, Xu; Yang, Jing-yu 18 2005 Shape statistics in kernel space for variational image segmentation. Zbl 1035.68125 Cremers, Daniel; Kohlberger, Timo; Schnörr, Christoph 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 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 Constructing support vector machine ensemble. Zbl 1059.68091 Kim, Hyun-Chul; Pang, Shaoning; Je, Hong-Mo; Kim, Daijin; Bang, Sung Yang 17 2003 Agglomerative clustering using the concept of mutual nearest neighbourhood. Zbl 0379.62051 Gowda, K. Chidananda; Krishna, G. 17 1978 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 Training restricted Boltzmann machines: an introduction. Zbl 1326.68220 Fischer, Asja; Igel, Christian 17 2014 A convergence theorem for the fuzzy subspace clustering (FSC) algorithm. Zbl 1134.68488 Gan, G.; Wu, J. 16 2008 Fast modified global \(k\)-means algorithm for incremental cluster construction. Zbl 1213.68514 Bagirov, Adil M.; Ugon, Julien; Webb, Dean 16 2011 Image analysis by Bessel-Fourier moments. Zbl 1209.68495 Xiao, Bin; Ma, Jian-Feng; Wang, Xuan 16 2010 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 Shadowed \(c\)-means: integrating fuzzy and rough clustering. Zbl 1192.68595 Mitra, Sushmita; Pedrycz, Witold; Barman, Bishal 16 2010 Feature analysis through information granulation and fuzzy sets. Zbl 0997.68114 Pedrycz, Witold; Vukovich, George 16 2002 Feature subset selection in large dimensionality domains. Zbl 1192.68574 Gheyas, Iffat A.; Smith, Leslie S. 16 2010 A Hu moment invariant as a shape circularity measure. Zbl 1176.68171 Žunić, Joviša; Hirota, Kaoru; Rosin, Paul L. 16 2010 Linear programming support vector machines. Zbl 1010.68108 Zhou, Weida; Zhang, Li; Jiao, Licheng 16 2002 A survey on semi-supervised feature selection methods. Zbl 1429.68239 Sheikhpour, Razieh; Sarram, Mehdi Agha; Gharaghani, Sajjad; Chahooki, Mohammad Ali Zare 13 2017 Joint sparse principal component analysis. Zbl 1428.68266 Yi, Shuangyan; Lai, Zhihui; He, Zhenyu; Cheung, Yiu-ming; Liu, Yang 8 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. 8 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 Supervised distance metric learning through maximization of the Jeffrey divergence. Zbl 1429.68235 Nguyen, Bac; Morell, Carlos; De Baets, Bernard 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 Joint hypergraph learning and sparse regression for feature selection. Zbl 1429.68247 Zhang, Zhihong; Bai, Lu; Liang, Yuanheng; Hancock, Edwin 2 2017 Ensemble clustering based on weighted co-association matrices: error bound and convergence properties. Zbl 1429.68207 Berikov, Vladimir; Pestunov, Igor 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 Designing multi-label classifiers that maximize \(F\) measures: state of the art. Zbl 1428.68144 Pillai, Ignazio; Fumera, Giorgio; Roli, Fabio 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 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 31 2016 Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems. Zbl 1412.68200 Bagirov, Adil M.; Taheri, Sona; Ugon, Julien 19 2016 Global discriminative-based nonnegative spectral clustering. Zbl 1412.62085 Shang, Ronghua; Zhang, Zhu; Jiao, Licheng; Wang, Wenbing; Yang, Shuyuan 14 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 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 Online active learning of decision trees with evidential data. Zbl 1394.68302 Ma, Liyao; Destercke, Sébastien; Wang, Yong 6 2016 Can high-order dependencies improve mutual information based feature selection? Zbl 1412.68194 Vinh, Nguyen Xuan; Zhou, Shuo; Chan, Jeffrey; Bailey, James 5 2016 Depth-based hypergraph complexity traces from directed line graphs. Zbl 1412.68179 Bai, Lu; Escolano, Francisco; Hancock, Edwin R. 5 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 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 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 Density-ratio based clustering for discovering clusters with varying densities. Zbl 1414.62291 Zhu, Ye; Ting, Kai Ming; Carman, Mark J. 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 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 A fast projected fixed-point algorithm for large graph matching. Zbl 1414.68097 Lu, Yao; Huang, Kaizhu; Liu, Cheng-Lin 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 quantum Jensen-Shannon graph kernel for unattributed graphs. Zbl 1373.68345 Bai, Lu; Rossi, Luca; Torsello, Andrea; Hancock, Edwin R. 11 2015 A relative decision entropy-based feature selection approach. Zbl 1374.68391 Jiang, Feng; Sui, Yuefei; Zhou, Lin 11 2015 Unsupervised feature selection by regularized self-representation. Zbl 1373.68344 Zhu, Pengfei; Zuo, Wangmeng; Zhang, Lei; Hu, Qinghua; Shiu, Simon C. K. 10 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 An entropy-based persistence barcode. Zbl 1373.68316 Chintakunta, Harish; Gentimis, Thanos; Gonzalez-Diaz, Rocio; Jimenez, Maria-Jose; Krim, Hamid 6 2015 Subspace learning for unsupervised feature selection via matrix factorization. Zbl 1373.68338 Wang, Shiping; Pedrycz, Witold; Zhu, Qingxin; Zhu, William 5 2015 Relaxed sparse eigenvalue conditions for sparse estimation via non-convex regularized regression. Zbl 06805405 Pan, Zheng; Zhang, Changshui 5 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 Improved support vector machine algorithm for heterogeneous data. Zbl 1374.68415 Peng, Shili; Hu, Qinghua; Chen, Yinli; Dang, Jianwu 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 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 Performance evaluation of classification algorithms by \(k\)-fold and leave-one-out cross validation. Zbl 1394.68318 Wong, Tzu-Tsung 4 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 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 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 Moment invariants under similarity transformation. Zbl 1394.68338 Diao, Luhong; Peng, Juan; Dong, Junliang; Kong, Fanyu 2 2015 3D rotation invariants by complex moments. Zbl 1394.68344 Suk, Tomáš; Flusser, Jan; Boldyš, Jiří 2 2015 Subspace clustering with automatic feature grouping. Zbl 1394.68285 Gan, Guojun; Ng, Michael Kwok-Po 2 2015 ...and 1389 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 13,962 Authors 32 Zhang, David D. 29 Yang, Jingyu 26 Liang, Jiye 26 Wang, Shitong 25 Bagirov, Adil M. 25 Yang, Miin-Shen 24 Denœux, Thierry 24 Hancock, Edwin Robert 24 Miao, Duoqian 23 D’Urso, Pierpaolo 22 Tang, Yuanyan 21 Bustince Sola, Humberto 21 Chen, Songcan 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 16 Li, Tianrui 15 Bloch, Isabelle 15 Chow, Tommy W. 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