Sheikhpour, Razieh; Sarram, Mehdi Agha; Gharaghani, Sajjad; Chahooki, Mohammad Ali Zare A survey on semi-supervised feature selection methods. (English) Zbl 1429.68239 Pattern Recognition 64, 141-158 (2017). MSC: 68T05 PDFBibTeX XMLCite \textit{R. Sheikhpour} et al., Pattern Recognition 64, 141--158 (2017; Zbl 1429.68239) Full Text: DOI
Condessa, Filipe; Bioucas-Dias, José; Kovačević, Jelena Performance measures for classification systems with rejection. (English) Zbl 1429.68211 Pattern Recognition 63, 437-450 (2017). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{F. Condessa} et al., Pattern Recognition 63, 437--450 (2017; Zbl 1429.68211) Full Text: DOI arXiv
Berikov, Vladimir; Pestunov, Igor Ensemble clustering based on weighted co-association matrices: error bound and convergence properties. (English) Zbl 1429.68207 Pattern Recognition 63, 427-436 (2017). MSC: 68T05 62H30 68U10 PDFBibTeX XMLCite \textit{V. Berikov} and \textit{I. Pestunov}, Pattern Recognition 63, 427--436 (2017; Zbl 1429.68207) Full Text: DOI
Xu, Guibiao; Cao, Zheng; Hu, Bao-Gang; Principe, Jose C. Robust support vector machines based on the rescaled hinge loss function. (English) Zbl 1429.68242 Pattern Recognition 63, 139-148 (2017). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Xu} et al., Pattern Recognition 63, 139--148 (2017; Zbl 1429.68242) Full Text: DOI
Krijthe, Jesse H.; Loog, Marco Robust semi-supervised least squares classification by implicit constraints. (English) Zbl 1429.68223 Pattern Recognition 63, 115-126 (2017). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. H. Krijthe} and \textit{M. Loog}, Pattern Recognition 63, 115--126 (2017; Zbl 1429.68223) Full Text: DOI arXiv Link
Wang, Yintong; Wang, Jiandong; Liao, Hao; Chen, Haiyan An efficient semi-supervised representatives feature selection algorithm based on information theory. (English) Zbl 1428.68262 Pattern Recognition 61, 511-523 (2017). MSC: 68T05 68P30 PDFBibTeX XMLCite \textit{Y. Wang} et al., Pattern Recognition 61, 511--523 (2017; Zbl 1428.68262) Full Text: DOI
Li, Xiao; Fang, Min; Zhang, Ju-Jie; Wu, Jinqiao Learning coupled classifiers with RGB images for RGB-D object recognition. (English) Zbl 1428.68311 Pattern Recognition 61, 433-446 (2017). MSC: 68T45 68T05 68T10 PDFBibTeX XMLCite \textit{X. Li} et al., Pattern Recognition 61, 433--446 (2017; Zbl 1428.68311) Full Text: DOI
Chen, Puhua; Jiao, Licheng; Liu, Fang; Zhao, Jiaqi; Zhao, Zhiqiang; Liu, Shuai Semi-supervised double sparse graphs based discriminant analysis for dimensionality reduction. (English) Zbl 1428.68274 Pattern Recognition 61, 361-378 (2017). MSC: 68T10 68R10 68T05 PDFBibTeX XMLCite \textit{P. Chen} et al., Pattern Recognition 61, 361--378 (2017; Zbl 1428.68274) Full Text: DOI
Mousavi, Seyedeh Fatemeh; Safayani, Mehran; Mirzaei, Abdolreza; Bahonar, Hoda Hierarchical graph embedding in vector space by graph pyramid. (English) Zbl 1428.68224 Pattern Recognition 61, 245-254 (2017). MSC: 68R10 PDFBibTeX XMLCite \textit{S. F. Mousavi} et al., Pattern Recognition 61, 245--254 (2017; Zbl 1428.68224) Full Text: DOI
Fan, Qi; Wang, Zhe; Zha, Hongyuan; Gao, Daqi MREKLM: a fast multiple empirical kernel learning machine. (English) Zbl 1428.68236 Pattern Recognition 61, 197-209 (2017). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Q. Fan} et al., Pattern Recognition 61, 197--209 (2017; Zbl 1428.68236) Full Text: DOI
Xing, Hong-Jie; Wang, Xi-Zhao Selective ensemble of SVDDs with Renyi entropy based diversity measure. (English) Zbl 1428.68264 Pattern Recognition 61, 185-196 (2017). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{H.-J. Xing} and \textit{X.-Z. Wang}, Pattern Recognition 61, 185--196 (2017; Zbl 1428.68264) Full Text: DOI
Jain, Brijnesh J. Statistical graph space analysis. (English) Zbl 1418.62262 Pattern Recognition 60, 802-812 (2016). MSC: 62H35 05C90 62P35 PDFBibTeX XMLCite \textit{B. J. Jain}, Pattern Recognition 60, 802--812 (2016; Zbl 1418.62262) Full Text: DOI
Chen, Dandan; Tian, Yingjie; Liu, Xiaohui Structural nonparallel support vector machine for pattern recognition. (English) Zbl 1414.68045 Pattern Recognition 60, 296-305 (2016). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{D. Chen} et al., Pattern Recognition 60, 296--305 (2016; Zbl 1414.68045) Full Text: DOI
Paul, Saurabh; Magdon-Ismail, Malik; Drineas, Petros Feature selection for linear SVM with provable guarantees. (English) Zbl 1414.68069 Pattern Recognition 60, 205-214 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Paul} et al., Pattern Recognition 60, 205--214 (2016; Zbl 1414.68069) Full Text: DOI arXiv
Wang, Di; Zhang, Xiaoqin; Fan, Mingyu; Ye, Xiuzi Hierarchical mixing linear support vector machines for nonlinear classification. (English) Zbl 1414.68083 Pattern Recognition 59, 255-267 (2016). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{D. Wang} et al., Pattern Recognition 59, 255--267 (2016; Zbl 1414.68083) Full Text: DOI
Fan, Zizhu; Xu, Yong; Ni, Ming; Fang, Xiaozhao; Zhang, David Individualized learning for improving kernel Fisher discriminant analysis. (English) Zbl 1414.68054 Pattern Recognition 58, 100-109 (2016). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{Z. Fan} et al., Pattern Recognition 58, 100--109 (2016; Zbl 1414.68054) Full Text: DOI
Iosifidis, Alexandros; Gabbouj, Moncef Nyström-based approximate kernel subspace learning. (English) Zbl 1412.68202 Pattern Recognition 57, 190-197 (2016). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{A. Iosifidis} and \textit{M. Gabbouj}, Pattern Recognition 57, 190--197 (2016; Zbl 1412.68202) Full Text: DOI
Lu, Gui-Fu; Zou, Jian; Wang, Yong L1-norm and maximum margin criterion based discriminant locality preserving projections via trace Lasso. (English) Zbl 1412.68203 Pattern Recognition 55, 207-214 (2016). MSC: 68T10 62J05 68T05 PDFBibTeX XMLCite \textit{G.-F. Lu} et al., Pattern Recognition 55, 207--214 (2016; Zbl 1412.68203) Full Text: DOI
Liu, Raymond; Gillies, Duncan F. Overfitting in linear feature extraction for classification of high-dimensional image data. (English) Zbl 1412.68188 Pattern Recognition 53, 73-86 (2016). MSC: 68T05 62H30 68P99 68U10 PDFBibTeX XMLCite \textit{R. Liu} and \textit{D. F. Gillies}, Pattern Recognition 53, 73--86 (2016; Zbl 1412.68188) Full Text: DOI Link
Vinh, Nguyen Xuan; Zhou, Shuo; Chan, Jeffrey; Bailey, James Can high-order dependencies improve mutual information based feature selection? (English) Zbl 1412.68194 Pattern Recognition 53, 46-58 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{N. X. Vinh} et al., Pattern Recognition 53, 46--58 (2016; Zbl 1412.68194) Full Text: DOI
He, Li; Zhang, Hong Iterative ensemble normalized cuts. (English) Zbl 1395.62154 Pattern Recognition 52, 274-286 (2016). MSC: 62H30 PDFBibTeX XMLCite \textit{L. He} and \textit{H. Zhang}, Pattern Recognition 52, 274--286 (2016; Zbl 1395.62154) Full Text: DOI
Chen, Wei-Jie; Shao, Yuan-Hai; Li, Chun-Na; Deng, Nai-Yang MLTSVM: a novel twin support vector machine to multi-label learning. (English) Zbl 1394.68277 Pattern Recognition 52, 61-74 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W.-J. Chen} et al., Pattern Recognition 52, 61--74 (2016; Zbl 1394.68277) Full Text: DOI
Zhou, Zhaoze; Zheng, Wei-Shi; Hu, Jian-Fang; Xu, Yong; You, Jane One-pass online learning: a local approach. (English) Zbl 1394.68333 Pattern Recognition 51, 346-357 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Zhou} et al., Pattern Recognition 51, 346--357 (2016; Zbl 1394.68333) Full Text: DOI
Zhao, Kun; Alavi, Azadeh; Wiliem, Arnold; Lovell, Brian C. Efficient clustering on Riemannian manifolds: a kernelised random projection approach. (English) Zbl 1394.68407 Pattern Recognition 51, 333-345 (2016). MSC: 68T45 62H11 62H30 PDFBibTeX XMLCite \textit{K. Zhao} et al., Pattern Recognition 51, 333--345 (2016; Zbl 1394.68407) Full Text: DOI arXiv
Zheng, Songfeng Smoothly approximated support vector domain description. (English) Zbl 1394.68332 Pattern Recognition 49, 55-64 (2016). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{S. Zheng}, Pattern Recognition 49, 55--64 (2016; Zbl 1394.68332) Full Text: DOI
Chang, Chin-Chun; Chou, Shen-Huan Tuning of the hyperparameters for \(L2\)-loss SVMs with the RBF kernel by the maximum-margin principle and the jackknife technique. (English) Zbl 1394.68276 Pattern Recognition 48, No. 12, 3983-3992 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{C.-C. Chang} and \textit{S.-H. Chou}, Pattern Recognition 48, No. 12, 3983--3992 (2015; Zbl 1394.68276) Full Text: DOI
Zhu, Yujin; Wang, Zhe; Gao, Daqi Matrixized learning machine with modified pairwise constraints. (English) Zbl 1394.68335 Pattern Recognition 48, No. 11, 3797-3809 (2015). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{Y. Zhu} et al., Pattern Recognition 48, No. 11, 3797--3809 (2015; Zbl 1394.68335) Full Text: DOI
Pan, Shirui; Wu, Jia; Zhu, Xingquan; Long, Guodong; Zhang, Chengqi Finding the best not the most: regularized loss minimization subgraph selection for graph classification. (English) Zbl 1393.68156 Pattern Recognition 48, No. 11, 3783-3796 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Pan} et al., Pattern Recognition 48, No. 11, 3783--3796 (2015; Zbl 1393.68156) Full Text: DOI Link
Destercke, Sébastien Multilabel predictions with sets of probabilities: the Hamming and ranking loss cases. (English) Zbl 1395.62291 Pattern Recognition 48, No. 11, 3757-3765 (2015). MSC: 62M20 62H30 PDFBibTeX XMLCite \textit{S. Destercke}, Pattern Recognition 48, No. 11, 3757--3765 (2015; Zbl 1395.62291) Full Text: DOI HAL
Lee, Jaesung; Kim, Dae-Won Fast multi-label feature selection based on information-theoretic feature ranking. (English) Zbl 1394.68296 Pattern Recognition 48, No. 9, 2761-2771 (2015). MSC: 68T05 94A17 PDFBibTeX XMLCite \textit{J. Lee} and \textit{D.-W. Kim}, Pattern Recognition 48, No. 9, 2761--2771 (2015; Zbl 1394.68296) Full Text: DOI
Zhong, Caiming; Yue, Xiaodong; Zhang, Zehua; Lei, Jingsheng A clustering ensemble: two-level-refined co-association matrix with path-based transformation. (English) Zbl 1395.62179 Pattern Recognition 48, No. 8, 2699-2709 (2015). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Zhong} et al., Pattern Recognition 48, No. 8, 2699--2709 (2015; Zbl 1395.62179) Full Text: DOI
Abe, Shigeo Fuzzy support vector machines for multilabel classification. (English) Zbl 1374.68361 Pattern Recognition 48, No. 6, 2110-2117 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Abe}, Pattern Recognition 48, No. 6, 2110--2117 (2015; Zbl 1374.68361) Full Text: DOI
Read, Jesse; Martino, Luca; Olmos, Pablo M.; Luengo, David Scalable multi-output label prediction: from classifier chains to classifier trellises. (English) Zbl 1374.68421 Pattern Recognition 48, No. 6, 2096-2109 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Read} et al., Pattern Recognition 48, No. 6, 2096--2109 (2015; Zbl 1374.68421) Full Text: DOI arXiv
Peng, Shili; Hu, Qinghua; Chen, Yinli; Dang, Jianwu Improved support vector machine algorithm for heterogeneous data. (English) Zbl 1374.68415 Pattern Recognition 48, No. 6, 2072-2083 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Peng} et al., Pattern Recognition 48, No. 6, 2072--2083 (2015; Zbl 1374.68415) Full Text: DOI
López, Jorge; Dorronsoro, José R. Linear convergence rate for the MDM algorithm for the nearest point problem. (English) Zbl 1374.68404 Pattern Recognition 48, No. 4, 1510-1522 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{J. López} and \textit{J. R. Dorronsoro}, Pattern Recognition 48, No. 4, 1510--1522 (2015; Zbl 1374.68404) Full Text: DOI
Serratosa, Francesc; Cortés, Xavier Interactive graph-matching using active query strategies. (English) Zbl 1374.68476 Pattern Recognition 48, No. 4, 1364-1373 (2015). MSC: 68T10 05C12 68T05 PDFBibTeX XMLCite \textit{F. Serratosa} and \textit{X. Cortés}, Pattern Recognition 48, No. 4, 1364--1373 (2015; Zbl 1374.68476) Full Text: DOI
Hamidzadeh, Javad; Monsefi, Reza; Sadoghi Yazdi, Hadi IRAHC: instance reduction algorithm using hyperrectangle clustering. (English) Zbl 1374.68385 Pattern Recognition 48, No. 5, 1878-1889 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Hamidzadeh} et al., Pattern Recognition 48, No. 5, 1878--1889 (2015; Zbl 1374.68385) Full Text: DOI
Muñoz-Romero, Sergio; Arenas-García, Jerónimo; Gómez-Verdejo, Vanessa Sparse and kernel OPLS feature extraction based on eigenvalue problem solving. (English) Zbl 1374.68414 Pattern Recognition 48, No. 5, 1797-1811 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Muñoz-Romero} et al., Pattern Recognition 48, No. 5, 1797--1811 (2015; Zbl 1374.68414) Full Text: DOI
Mao, Shasha; Jiao, Licheng; Xiong, Lin; Gou, Shuiping; Chen, Bo; Yeung, Sai-Kit Weighted classifier ensemble based on quadratic form. (English) Zbl 1374.68411 Pattern Recognition 48, No. 5, 1688-1706 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Mao} et al., Pattern Recognition 48, No. 5, 1688--1706 (2015; Zbl 1374.68411) Full Text: DOI
Guo, Husheng; Wang, Wenjian An active learning-based SVM multi-class classification model. (English) Zbl 1374.68379 Pattern Recognition 48, No. 5, 1577-1597 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Guo} and \textit{W. Wang}, Pattern Recognition 48, No. 5, 1577--1597 (2015; Zbl 1374.68379) Full Text: DOI
Nasiri, Jalal A.; Moghadam Charkari, Nasrollah; Jalili, Saeed Least squares twin multi-class classification support vector machine. (English) Zbl 1373.68326 Pattern Recognition 48, No. 3, 984-992 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. A. Nasiri} et al., Pattern Recognition 48, No. 3, 984--992 (2015; Zbl 1373.68326) Full Text: DOI
Gharehbaghi, Arash; Ask, Per; Babic, Ankica A pattern recognition framework for detecting dynamic changes on cyclic time series. (English) Zbl 1373.68320 Pattern Recognition 48, No. 3, 696-708 (2015). MSC: 68T05 62H30 62M10 PDFBibTeX XMLCite \textit{A. Gharehbaghi} et al., Pattern Recognition 48, No. 3, 696--708 (2015; Zbl 1373.68320) Full Text: DOI
Barranquero, Jose; Díez, Jorge; José del Coz, Juan Quantification-oriented learning based on reliable classifiers. (English) Zbl 1373.68312 Pattern Recognition 48, No. 2, 591-604 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Barranquero} et al., Pattern Recognition 48, No. 2, 591--604 (2015; Zbl 1373.68312) Full Text: DOI Link
Gaüzère, Benoit; Grenier, Pierre-Anthony; Brun, Luc; Villemin, Didier Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics. (English) Zbl 1373.68319 Pattern Recognition 48, No. 2, 356-367 (2015). MSC: 68T05 05C90 68T10 PDFBibTeX XMLCite \textit{B. Gaüzère} et al., Pattern Recognition 48, No. 2, 356--367 (2015; Zbl 1373.68319) Full Text: DOI HAL
Vento, Mario A long trip in the charming world of graphs for pattern recognition. (English) Zbl 1373.68356 Pattern Recognition 48, No. 2, 291-301 (2015). MSC: 68T10 05C90 68T05 PDFBibTeX XMLCite \textit{M. Vento}, Pattern Recognition 48, No. 2, 291--301 (2015; Zbl 1373.68356) Full Text: DOI
Wang, Shijun; Li, Diana; Petrick, Nicholas; Sahiner, Berkman; Linguraru, Marius George; Summers, Ronald M. Optimizing area under the ROC curve using semi-supervised learning. (English) Zbl 1373.68337 Pattern Recognition 48, No. 1, 276-287 (2015). MSC: 68T05 90C22 PDFBibTeX XMLCite \textit{S. Wang} et al., Pattern Recognition 48, No. 1, 276--287 (2015; Zbl 1373.68337) Full Text: DOI Link
Wu, Gang; Xu, Wei; Leng, Huan Inexact and incremental bilinear Lanczos components algorithms for high dimensionality reduction and image reconstruction. (English) Zbl 1373.68339 Pattern Recognition 48, No. 1, 244-263 (2015). MSC: 68T05 68U10 PDFBibTeX XMLCite \textit{G. Wu} et al., Pattern Recognition 48, No. 1, 244--263 (2015; Zbl 1373.68339) Full Text: DOI
Nie, Qingfeng; Jin, Lizuo; Fei, Shumin Probability estimation for multi-class classification using adaboost. (English) Zbl 1373.68329 Pattern Recognition 47, No. 12, 3931-3940 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Q. Nie} et al., Pattern Recognition 47, No. 12, 3931--3940 (2014; Zbl 1373.68329) Full Text: DOI
Bootkrajang, Jakramate; Kabán, Ata Learning kernel logistic regression in the presence of class label noise. (English) Zbl 1373.68314 Pattern Recognition 47, No. 11, 3641-3655 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Bootkrajang} and \textit{A. Kabán}, Pattern Recognition 47, No. 11, 3641--3655 (2014; Zbl 1373.68314) Full Text: DOI Link
Carvalho, Alexandra M.; Adão, Pedro; Mateus, Paulo Hybrid learning of Bayesian multinets for binary classification. (English) Zbl 1373.68315 Pattern Recognition 47, No. 10, 3438-3450 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. M. Carvalho} et al., Pattern Recognition 47, No. 10, 3438--3450 (2014; Zbl 1373.68315) Full Text: DOI
Christmas, J.; Everson, R. M.; Bell, J.; Winlove, C. P. Inexact Bayesian point pattern matching for linear transformations. (English) Zbl 1373.68347 Pattern Recognition 47, No. 10, 3265-3275 (2014). MSC: 68T10 PDFBibTeX XMLCite \textit{J. Christmas} et al., Pattern Recognition 47, No. 10, 3265--3275 (2014; Zbl 1373.68347) Full Text: DOI Link
Shao, Yuan-Hai; Chen, Wei-Jie; Zhang, Jing-Jing; Wang, Zhen; Deng, Nai-Yang An efficient weighted Lagrangian twin support vector machine for imbalanced data classification. (English) Zbl 1342.68271 Pattern Recognition 47, No. 9, 3158-3167 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y.-H. Shao} et al., Pattern Recognition 47, No. 9, 3158--3167 (2014; Zbl 1342.68271) Full Text: DOI
Ma, Zhanyu; Rana, Pravin Kumar; Taghia, Jalil; Flierl, Markus; Leijon, Arne Bayesian estimation of Dirichlet mixture model with variational inference. (English) Zbl 1342.62034 Pattern Recognition 47, No. 9, 3143-3157 (2014). MSC: 62F15 62H35 PDFBibTeX XMLCite \textit{Z. Ma} et al., Pattern Recognition 47, No. 9, 3143--3157 (2014; Zbl 1342.62034) Full Text: DOI
Wang, Ran; Kwong, Sam Active learning with multi-criteria decision making systems. (English) Zbl 1342.68273 Pattern Recognition 47, No. 9, 3106-3119 (2014). MSC: 68T05 PDFBibTeX XMLCite \textit{R. Wang} and \textit{S. Kwong}, Pattern Recognition 47, No. 9, 3106--3119 (2014; Zbl 1342.68273) Full Text: DOI
Tabor, J.; Spurek, P. Cross-entropy clustering. (English) Zbl 1342.68279 Pattern Recognition 47, No. 9, 3046-3059 (2014). MSC: 68T10 62H30 PDFBibTeX XMLCite \textit{J. Tabor} and \textit{P. Spurek}, Pattern Recognition 47, No. 9, 3046--3059 (2014; Zbl 1342.68279) Full Text: DOI arXiv
Wells, Jonathan R.; Ting, Kai Ming; Washio, Takashi LiNearN: a new approach to nearest neighbour density estimator. (English) Zbl 1339.68239 Pattern Recognition 47, No. 8, 2702-2720 (2014). MSC: 68T10 62H12 62H30 68Q25 PDFBibTeX XMLCite \textit{J. R. Wells} et al., Pattern Recognition 47, No. 8, 2702--2720 (2014; Zbl 1339.68239) Full Text: DOI
Kersten, Jens Simultaneous feature selection and Gaussian mixture model estimation for supervised classification problems. (English) Zbl 1339.68223 Pattern Recognition 47, No. 8, 2582-2595 (2014). MSC: 68T05 62H12 62H30 PDFBibTeX XMLCite \textit{J. Kersten}, Pattern Recognition 47, No. 8, 2582--2595 (2014; Zbl 1339.68223) Full Text: DOI
Ceruti, Claudio; Bassis, Simone; Rozza, Alessandro; Lombardi, Gabriele; Casiraghi, Elena; Campadelli, Paola DANCo: an intrinsic dimensionality estimator exploiting angle and norm concentration. (English) Zbl 1339.68219 Pattern Recognition 47, No. 8, 2569-2581 (2014). MSC: 68T05 62H11 62H12 PDFBibTeX XMLCite \textit{C. Ceruti} et al., Pattern Recognition 47, No. 8, 2569--2581 (2014; Zbl 1339.68219) Full Text: DOI
Xu, Jianhua Multi-label core vector machine with a zero label. (English) Zbl 1339.68232 Pattern Recognition 47, No. 7, 2542-2557 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Xu}, Pattern Recognition 47, No. 7, 2542--2557 (2014; Zbl 1339.68232) Full Text: DOI
Tayal, Aditya; Coleman, Thomas F.; Li, Yuying Primal explicit max margin feature selection for nonlinear support vector machines. (English) Zbl 1339.68231 Pattern Recognition 47, No. 6, 2153-2164 (2014). MSC: 68T05 90C26 PDFBibTeX XMLCite \textit{A. Tayal} et al., Pattern Recognition 47, No. 6, 2153--2164 (2014; Zbl 1339.68231) Full Text: DOI
Fernández-Baldera, Antonio; Baumela, Luis Multi-class boosting with asymmetric binary weak-learners. (English) Zbl 1339.68221 Pattern Recognition 47, No. 5, 2080-2090 (2014). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{A. Fernández-Baldera} and \textit{L. Baumela}, Pattern Recognition 47, No. 5, 2080--2090 (2014; Zbl 1339.68221) Full Text: DOI
Maldonado, Sebastián; López, Julio Imbalanced data classification using second-order cone programming support vector machines. (English) Zbl 1339.68227 Pattern Recognition 47, No. 5, 2070-2079 (2014). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Maldonado} and \textit{J. López}, Pattern Recognition 47, No. 5, 2070--2079 (2014; Zbl 1339.68227) Full Text: DOI
Feng, Guang; Zhang, Jia-Dong; Shaoyi Liao, Stephen A novel method for combining Bayesian networks, theoretical analysis, and its applications. (English) Zbl 1339.68220 Pattern Recognition 47, No. 5, 2057-2069 (2014). MSC: 68T05 68T30 68T37 PDFBibTeX XMLCite \textit{G. Feng} et al., Pattern Recognition 47, No. 5, 2057--2069 (2014; Zbl 1339.68220) Full Text: DOI
Kobayashi, Takumi Kernel-based transition probability toward similarity measure for semi-supervised learning. (English) Zbl 1339.68224 Pattern Recognition 47, No. 5, 1994-2010 (2014). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{T. Kobayashi}, Pattern Recognition 47, No. 5, 1994--2010 (2014; Zbl 1339.68224) Full Text: DOI
Read, Jesse; Martino, Luca; Luengo, David Efficient Monte Carlo methods for multi-dimensional learning with classifier chains. (English) Zbl 1326.68251 Pattern Recognition 47, No. 3, 1535-1546 (2014). MSC: 68T10 62H30 65C05 PDFBibTeX XMLCite \textit{J. Read} et al., Pattern Recognition 47, No. 3, 1535--1546 (2014; Zbl 1326.68251) Full Text: DOI arXiv Link
Toh, Kar-Ann; Tan, Geok-Choo Exploiting the relationships among several binary classifiers via data transformation. (English) Zbl 1326.68255 Pattern Recognition 47, No. 3, 1509-1522 (2014). MSC: 68T10 62H30 68T05 PDFBibTeX XMLCite \textit{K.-A. Toh} and \textit{G.-C. Tan}, Pattern Recognition 47, No. 3, 1509--1522 (2014; Zbl 1326.68255) Full Text: DOI
Yan, Hui; Yang, Jian Joint Laplacian feature weights learning. (English) Zbl 1326.68238 Pattern Recognition 47, No. 3, 1425-1432 (2014). MSC: 68T05 05C90 90C26 PDFBibTeX XMLCite \textit{H. Yan} and \textit{J. Yang}, Pattern Recognition 47, No. 3, 1425--1432 (2014; Zbl 1326.68238) Full Text: DOI
Yuan, Yun-Hao; Sun, Quan-Sen; Ge, Hong-Wei Fractional-order embedding canonical correlation analysis and its applications to multi-view dimensionality reduction and recognition. (English) Zbl 1326.68257 Pattern Recognition 47, No. 3, 1411-1424 (2014). MSC: 68T10 62H30 68T05 PDFBibTeX XMLCite \textit{Y.-H. Yuan} et al., Pattern Recognition 47, No. 3, 1411--1424 (2014; Zbl 1326.68257) Full Text: DOI
Xie, Yuan; Zhang, Wensheng; Qu, Yanyun; Zhang, Yinghua Discriminative subspace learning with sparse representation view-based model for robust visual tracking. (English) Zbl 1326.68237 Pattern Recognition 47, No. 3, 1383-1394 (2014). MSC: 68T05 68T45 PDFBibTeX XMLCite \textit{Y. Xie} et al., Pattern Recognition 47, No. 3, 1383--1394 (2014; Zbl 1326.68237) Full Text: DOI
Casale, Pierluigi; Pujol, Oriol; Radeva, Petia Approximate polytope ensemble for one-class classification. (English) Zbl 1326.68218 Pattern Recognition 47, No. 2, 854-864 (2014). MSC: 68T05 68T10 68U05 PDFBibTeX XMLCite \textit{P. Casale} et al., Pattern Recognition 47, No. 2, 854--864 (2014; Zbl 1326.68218) Full Text: DOI Link
Le Capitaine, Hoel A unified view of class-selection with probabilistic classifiers. (English) Zbl 1326.62139 Pattern Recognition 47, No. 2, 843-853 (2014). MSC: 62H30 62C10 68T10 PDFBibTeX XMLCite \textit{H. Le Capitaine}, Pattern Recognition 47, No. 2, 843--853 (2014; Zbl 1326.62139) Full Text: DOI
Franek, Lucas; Jiang, Xiaoyi Ensemble clustering by means of clustering embedding in vector spaces. (English) Zbl 1326.62137 Pattern Recognition 47, No. 2, 833-842 (2014). MSC: 62H30 PDFBibTeX XMLCite \textit{L. Franek} and \textit{X. Jiang}, Pattern Recognition 47, No. 2, 833--842 (2014; Zbl 1326.62137) Full Text: DOI
He, Ping; Xu, Xiaohua; Hu, Kongfa; Chen, Ling Semi-supervised clustering via multi-level random walk. (English) Zbl 1326.68224 Pattern Recognition 47, No. 2, 820-832 (2014). MSC: 68T05 05C81 62H30 PDFBibTeX XMLCite \textit{P. He} et al., Pattern Recognition 47, No. 2, 820--832 (2014; Zbl 1326.68224) Full Text: DOI
Daqi, Gao; Jun, Ding; Changming, Zhu Integrated Fisher linear discriminants: an empirical study. (English) Zbl 1326.68219 Pattern Recognition 47, No. 2, 789-805 (2014). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{G. Daqi} et al., Pattern Recognition 47, No. 2, 789--805 (2014; Zbl 1326.68219) Full Text: DOI
Kim, Kyoungok; Lee, Daewon Inductive manifold learning using structured support vector machine. (English) Zbl 1326.68228 Pattern Recognition 47, No. 1, 470-479 (2014). MSC: 68T05 PDFBibTeX XMLCite \textit{K. Kim} and \textit{D. Lee}, Pattern Recognition 47, No. 1, 470--479 (2014; Zbl 1326.68228) Full Text: DOI
Singh, Abhishek; Pokharel, Rosha; Principe, Jose The C-loss function for pattern classification. (English) Zbl 1326.68253 Pattern Recognition 47, No. 1, 441-453 (2014). MSC: 68T10 62H30 68T05 PDFBibTeX XMLCite \textit{A. Singh} et al., Pattern Recognition 47, No. 1, 441--453 (2014; Zbl 1326.68253) Full Text: DOI
Le Thi Hoai An; Le Hoai Minh; Pham Dinh Tao New and efficient DCA based algorithms for minimum sum-of-squares clustering. (English) Zbl 1326.68225 Pattern Recognition 47, No. 1, 388-401 (2014). MSC: 68T05 90C90 PDFBibTeX XMLCite \textit{Le Thi Hoai An} et al., Pattern Recognition 47, No. 1, 388--401 (2014; Zbl 1326.68225) Full Text: DOI
Huang, Gao; Song, Shiji; Gupta, Jatinder N. D.; Wu, Cheng A second order cone programming approach for semi-supervised learning. (English) Zbl 1326.68227 Pattern Recognition 46, No. 12, 3548-3558 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Huang} et al., Pattern Recognition 46, No. 12, 3548--3558 (2013; Zbl 1326.68227) Full Text: DOI
Ma, Jiayi; Zhao, Ji; Tian, Jinwen; Bai, Xiang; Tu, Zhuowen Regularized vector field learning with sparse approximation for mismatch removal. (English) Zbl 1326.68232 Pattern Recognition 46, No. 12, 3519-3532 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Ma} et al., Pattern Recognition 46, No. 12, 3519--3532 (2013; Zbl 1326.68232) Full Text: DOI
Hayashi, Akira; Iwata, Kazunori; Suematsu, Nobuo Marginalized Viterbi algorithm for hierarchical hidden Markov models. (English) Zbl 1326.68244 Pattern Recognition 46, No. 12, 3452-3459 (2013). MSC: 68T10 60J22 62M10 PDFBibTeX XMLCite \textit{A. Hayashi} et al., Pattern Recognition 46, No. 12, 3452--3459 (2013; Zbl 1326.68244) Full Text: DOI
Hernández-Orallo, José ROC curves for regression. (English) Zbl 1326.62138 Pattern Recognition 46, No. 12, 3395-3411 (2013). MSC: 62H30 62J02 68T05 PDFBibTeX XMLCite \textit{J. Hernández-Orallo}, Pattern Recognition 46, No. 12, 3395--3411 (2013; Zbl 1326.62138) Full Text: DOI arXiv Link
Liu, Bo; Fang, Bin; Liu, Xinwang; Chen, Jie; Huang, Zhenghong; He, Xiping Large margin subspace learning for feature selection. (English) Zbl 1323.68458 Pattern Recognition 46, No. 10, 2798-2806 (2013). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{B. Liu} et al., Pattern Recognition 46, No. 10, 2798--2806 (2013; Zbl 1323.68458) Full Text: DOI
Verbiest, Nele; Cornelis, Chris; Herrera, Francisco FRPS: a fuzzy rough prototype selection method. (English) Zbl 1323.68445 Pattern Recognition 46, No. 10, 2770-2782 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{N. Verbiest} et al., Pattern Recognition 46, No. 10, 2770--2782 (2013; Zbl 1323.68445) Full Text: DOI
Fan, Wentao; Bouguila, Nizar Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection. (English) Zbl 1323.68432 Pattern Recognition 46, No. 10, 2754-2769 (2013). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{W. Fan} and \textit{N. Bouguila}, Pattern Recognition 46, No. 10, 2754--2769 (2013; Zbl 1323.68432) Full Text: DOI Link
Zhang, Tianzhu; Liu, Si; Xu, Changsheng; Lu, Hanqing \(\mathrm{M}^4\mathrm{L}\): maximum margin multi-instance multi-cluster learning for scene modeling. (English) Zbl 1323.68531 Pattern Recognition 46, No. 10, 2711-2723 (2013). MSC: 68T45 68T05 PDFBibTeX XMLCite \textit{T. Zhang} et al., Pattern Recognition 46, No. 10, 2711--2723 (2013; Zbl 1323.68531) Full Text: DOI
Correa-Morris, Jyrko An indication of unification for different clustering approaches. (English) Zbl 1323.68431 Pattern Recognition 46, No. 9, 2548-2561 (2013). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{J. Correa-Morris}, Pattern Recognition 46, No. 9, 2548--2561 (2013; Zbl 1323.68431) Full Text: DOI
Mu, Yang; Ding, Wei; Tao, Dacheng Local discriminative distance metrics ensemble learning. (English) Zbl 1316.68118 Pattern Recognition 46, No. 8, 2337-2349 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Mu} et al., Pattern Recognition 46, No. 8, 2337--2349 (2013; Zbl 1316.68118) Full Text: DOI
Wang, Zhen; Shao, Yuan-Hai; Wu, Tie-Ru A GA-based model selection for smooth twin parametric-margin support vector machine. (English) Zbl 1316.68131 Pattern Recognition 46, No. 8, 2267-2277 (2013). MSC: 68T10 68T05 68T20 PDFBibTeX XMLCite \textit{Z. Wang} et al., Pattern Recognition 46, No. 8, 2267--2277 (2013; Zbl 1316.68131) Full Text: DOI
Zhong, Shangping; Chen, Daya; Xu, Qiaofen; Chen, Tianshun Optimizing the Gaussian kernel function with the formulated kernel target alignment criterion for two-class pattern classification. (English) Zbl 1296.68162 Pattern Recognition 46, No. 7, 2045-2054 (2013). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{S. Zhong} et al., Pattern Recognition 46, No. 7, 2045--2054 (2013; Zbl 1296.68162) Full Text: DOI
Barranquero, Jose; González, Pablo; Díez, Jorge; Del Coz, Juan José On the study of nearest neighbor algorithms for prevalence estimation in binary problems. (English) Zbl 1251.68176 Pattern Recognition 46, No. 2, 472-482 (2013). MSC: 68T05 62H12 62H30 PDFBibTeX XMLCite \textit{J. Barranquero} et al., Pattern Recognition 46, No. 2, 472--482 (2013; Zbl 1251.68176) Full Text: DOI Link
Pernkopf, Franz; Wohlmayr, Michael Stochastic margin-based structure learning of Bayesian network classifiers. (English) Zbl 1295.68187 Pattern Recognition 46, No. 2, 464-471 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{F. Pernkopf} and \textit{M. Wohlmayr}, Pattern Recognition 46, No. 2, 464--471 (2013; Zbl 1295.68187) Full Text: DOI
Cao, Jingjing; Kwong, Sam; Wang, Ran A noise-detection based AdaBoost algorithm for mislabeled data. (English) Zbl 1248.68431 Pattern Recognition 45, No. 12, 4451-4465 (2012). MSC: 68T10 PDFBibTeX XMLCite \textit{J. Cao} et al., Pattern Recognition 45, No. 12, 4451--4465 (2012; Zbl 1248.68431) Full Text: DOI
Rodriguez-Lujan, Irene; Cruz, Carlos Santa; Huerta, Ramon Hierarchical linear support vector machine. (English) Zbl 1248.68418 Pattern Recognition 45, No. 12, 4414-4427 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{I. Rodriguez-Lujan} et al., Pattern Recognition 45, No. 12, 4414--4427 (2012; Zbl 1248.68418) Full Text: DOI Link
Chang, Chin-Chun; Chen, Hsin-Yi Semi-supervised clustering with discriminative random fields. (English) Zbl 1248.68399 Pattern Recognition 45, No. 12, 4402-4413 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{C.-C. Chang} and \textit{H.-Y. Chen}, Pattern Recognition 45, No. 12, 4402--4413 (2012; Zbl 1248.68399) Full Text: DOI
Jiao, L. C.; Shang, Fanhua; Wang, Fei; Liu, Yuanyuan Fast semi-supervised clustering with enhanced spectral embedding. (English) Zbl 1248.68407 Pattern Recognition 45, No. 12, 4358-4369 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{L. C. Jiao} et al., Pattern Recognition 45, No. 12, 4358--4369 (2012; Zbl 1248.68407) Full Text: DOI
Wei, Xin; Yang, Zhen The infinite Student’s \(t\)-factor mixture analyzer for robust clustering and classification. (English) Zbl 1248.68420 Pattern Recognition 45, No. 12, 4346-4357 (2012). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{X. Wei} and \textit{Z. Yang}, Pattern Recognition 45, No. 12, 4346--4357 (2012; Zbl 1248.68420) Full Text: DOI
Zang, Fei; Zhang, Jiangshe; Pan, Jiyuan Face recognition using Elasticfaces. (English) Zbl 1242.68279 Pattern Recognition 45, No. 11, 3866-3876 (2012). MSC: 68T10 62H25 PDFBibTeX XMLCite \textit{F. Zang} et al., Pattern Recognition 45, No. 11, 3866--3876 (2012; Zbl 1242.68279) Full Text: DOI
Rozza, Alessandro; Lombardi, Gabriele; Casiraghi, Elena; Campadelli, Paola Novel Fisher discriminant classifiers. (English) Zbl 1242.68276 Pattern Recognition 45, No. 10, 3725-3737 (2012). MSC: 68T10 62H30 62H25 PDFBibTeX XMLCite \textit{A. Rozza} et al., Pattern Recognition 45, No. 10, 3725--3737 (2012; Zbl 1242.68276) Full Text: DOI
Boubezoul, Abderrahmane; Paris, Sébastien Application of global optimization methods to model and feature selection. (English) Zbl 1242.68207 Pattern Recognition 45, No. 10, 3676-3686 (2012). MSC: 68T05 90C26 62H30 PDFBibTeX XMLCite \textit{A. Boubezoul} and \textit{S. Paris}, Pattern Recognition 45, No. 10, 3676--3686 (2012; Zbl 1242.68207) Full Text: DOI
Gey, Servane Risk bounds for CART classifiers under a margin condition. (English) Zbl 1242.62055 Pattern Recognition 45, No. 9, 3523-3534 (2012). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{S. Gey}, Pattern Recognition 45, No. 9, 3523--3534 (2012; Zbl 1242.62055) Full Text: DOI arXiv