@article{Kim2014758, title = "Sentiment visualization and classification via semi-supervised nonlinear dimensionality reduction ", journal = "Pattern Recognition ", volume = "47", number = "2", pages = "758 - 768", year = "2014", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.07.022", url = "http://www.sciencedirect.com/science/article/pii/S003132031300321X", author = "Kyoungok Kim and Jaewook Lee", keywords = "Text visualization", keywords = "Semi-supervised dimensionality reduction", keywords = "Laplacian eigenmaps", keywords = "Sentiment classification " } @article{Barshan20111357, title = "Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds ", journal = "Pattern Recognition ", volume = "44", number = "7", pages = "1357 - 1371", year = "2011", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2010.12.015", url = "http://www.sciencedirect.com/science/article/pii/S0031320310005819", author = "Elnaz Barshan and Ali Ghodsi and Zohreh Azimifar and Mansoor Zolghadri Jahromi", keywords = "Dimensionality reduction", keywords = "Principal component analysis (PCA)", keywords = "Kernel methods", keywords = "Supervised learning", keywords = "Visualization", keywords = "Classification", keywords = "Regression " } @article{Verbeek20061864, title = "Gaussian fields for semi-supervised regression and correspondence learning ", journal = "Pattern Recognition ", volume = "39", number = "10", pages = "1864 - 1875", year = "2006", note = "Similarity-based Pattern Recognition ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2006.04.011", url = "http://www.sciencedirect.com/science/article/pii/S0031320306001543", author = "Jakob J. Verbeek and Nikos Vlassis", keywords = "Gaussian fields", keywords = "Regression", keywords = "Active learning", keywords = "Model selection " } @article{Yan20141425, title = "Joint Laplacian feature weights learning ", journal = "Pattern Recognition ", volume = "47", number = "3", pages = "1425 - 1432", year = "2014", note = "Handwriting Recognition and other \{PR\} Applications ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.09.038", url = "http://www.sciencedirect.com/science/article/pii/S0031320313004147", author = "Hui Yan and Jian Yang", keywords = "Feature selection", keywords = "Joint feature weights learning", keywords = "Nonnegative", keywords = " l 2 2 -norm " } @article{Peng20132519, title = "A local information-based feature-selection algorithm for data regression ", journal = "Pattern Recognition ", volume = "46", number = "9", pages = "2519 - 2530", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.02.010", url = "http://www.sciencedirect.com/science/article/pii/S0031320313001027", author = "Xinjun Peng and Dong Xu", keywords = "Feature selection", keywords = "Local information", keywords = "Irrelevant feature", keywords = "Least squares loss", keywords = "Gradient descent", keywords = "Data regression " } @article{Huang20133548, title = "A second order cone programming approach for semi-supervised learning ", journal = "Pattern Recognition ", volume = "46", number = "12", pages = "3548 - 3558", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.06.016", url = "http://www.sciencedirect.com/science/article/pii/S0031320313002689", author = "Gao Huang and Shiji Song and Jatinder N.D. Gupta and Cheng Wu", keywords = "Semi-supervised learning", keywords = "K-nearest-neighbor", keywords = "Support vector machine", keywords = "Second order cone programming " } @article{Wang20112516, title = "Image representation using Laplacian regularized nonnegative tensor factorization ", journal = "Pattern Recognition ", volume = "44", number = "10–11", pages = "2516 - 2526", year = "2011", note = "Semi-Supervised Learning for Visual Content Analysis and Understanding ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.03.021", url = "http://www.sciencedirect.com/science/article/pii/S0031320311001257", author = "Can Wang and Xiaofei He and Jiajun Bu and Zhengguang Chen and Chun Chen and Ziyu Guan", keywords = "Image representation", keywords = "Image clustering", keywords = "Tensor", keywords = "Graph Laplacian", keywords = "Manifold " } @article{Yin20141547, title = "Double linear regressions for single labeled image per person face recognition ", journal = "Pattern Recognition ", volume = "47", number = "4", pages = "1547 - 1558", year = "2014", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.09.013", url = "http://www.sciencedirect.com/science/article/pii/S0031320313003853", author = "Fei Yin and L.C. Jiao and Fanhua Shang and Lin Xiong and Shasha Mao", keywords = "Semi-supervised dimensionality reduction", keywords = "Label propagation", keywords = "Sparse representation", keywords = "Linear regressions", keywords = "Linear discriminant analysis", keywords = "Face recognition " } @article{Fan20111777, title = "Sparse regularization for semi-supervised classification ", journal = "Pattern Recognition ", volume = "44", number = "8", pages = "1777 - 1784", year = "2011", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.02.013", url = "http://www.sciencedirect.com/science/article/pii/S0031320311000768", author = "Mingyu Fan and Nannan Gu and Hong Qiao and Bo Zhang", keywords = "Regularization theory", keywords = "Semi-supervised learning", keywords = "Regularized least square classification", keywords = "Dimensionality reduction " } @article{Liang2013412, title = "Retrieval-based cartoon gesture recognition and applications via semi-supervised heterogeneous classifiers learning ", journal = "Pattern Recognition ", volume = "46", number = "1", pages = "412 - 423", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.06.025", url = "http://www.sciencedirect.com/science/article/pii/S0031320312002956", author = "Zhang Liang and Yueting Zhuang and Yi Yang and Jun Xiao", keywords = "Character cartoon", keywords = "Cartoon clip synthesis", keywords = "Image retrieval " } @article{Wang20131616, title = "Maximum weight and minimum redundancy: A novel framework for feature subset selection ", journal = "Pattern Recognition ", volume = "46", number = "6", pages = "1616 - 1627", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.11.025", url = "http://www.sciencedirect.com/science/article/pii/S0031320312005092", author = "Jianzhong Wang and Lishan Wu and Jun Kong and Yuxin Li and Baoxue Zhang", keywords = "Feature selection", keywords = "Maximum weight and minimum redundancy", keywords = "Face recognition", keywords = "Microarray classification", keywords = "Text categorization " } @article{Wang20103120, title = "A general learning framework using local and global regularization ", journal = "Pattern Recognition ", volume = "43", number = "9", pages = "3120 - 3129", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2010.03.025", url = "http://www.sciencedirect.com/science/article/pii/S0031320310001457", author = "Fei Wang", keywords = "Machine learning", keywords = "Local", keywords = "Global", keywords = "Regularization " } @article{Hou2010720, title = "Multiple view semi-supervised dimensionality reduction ", journal = "Pattern Recognition ", volume = "43", number = "3", pages = "720 - 730", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2009.07.015", url = "http://www.sciencedirect.com/science/article/pii/S0031320309002921", author = "Chenping Hou and Changshui Zhang and Yi Wu and Feiping Nie", keywords = "Dimensionality reduction", keywords = "Semi-supervised", keywords = "Multiple view", keywords = "Domain knowledge " } @article{Chang20102971, title = "Generalized iterative \{RELIEF\} for supervised distance metric learning ", journal = "Pattern Recognition ", volume = "43", number = "8", pages = "2971 - 2981", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2010.02.024", url = "http://www.sciencedirect.com/science/article/pii/S0031320310001032", author = "Chin-Chun Chang", keywords = "Distance metric learning", keywords = "Iterative \{RELIEF\}", keywords = "Feature weighting " } @article{Zhu20123003, title = "Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis ", journal = "Pattern Recognition ", volume = "45", number = "8", pages = "3003 - 3016", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.02.007", url = "http://www.sciencedirect.com/science/article/pii/S0031320312000696", author = "Xiaofeng Zhu and Zi Huang and Heng Tao Shen and Jian Cheng and Changsheng Xu", keywords = "Dimensionality reduction", keywords = "Mixed kernel", keywords = "Canonical Correlation Analysis", keywords = "Model selection " } @article{Zhu2013215, title = "Self-taught dimensionality reduction on the high-dimensional small-sized data ", journal = "Pattern Recognition ", volume = "46", number = "1", pages = "215 - 229", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.07.018", url = "http://www.sciencedirect.com/science/article/pii/S0031320312003342", author = "Xiaofeng Zhu and Zi Huang and Yang Yang and Heng Tao Shen and Changsheng Xu and Jiebo Luo", keywords = "Dimensionality reduction", keywords = "Self-taught learning", keywords = "Joint sparse coding", keywords = "Manifold learning", keywords = "Unsupervised learning " } @article{Chang2012844, title = "A boosting approach for supervised Mahalanobis distance metric learning ", journal = "Pattern Recognition ", volume = "45", number = "2", pages = "844 - 862", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.07.026", url = "http://www.sciencedirect.com/science/article/pii/S0031320311003165", author = "Chin-Chun Chang", keywords = "Distance metric learning", keywords = "Hypothesis margins", keywords = "Boosting approaches " } @article{Raducanu2014480, title = "Embedding new observations via sparse-coding for non-linear manifold learning ", journal = "Pattern Recognition ", volume = "47", number = "1", pages = "480 - 492", year = "2014", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.06.021", url = "http://www.sciencedirect.com/science/article/pii/S0031320313002732", author = "Bogdan Raducanu and Fadi Dornaika", keywords = "Non-linear manifold learning", keywords = "Out-of-sample embedding", keywords = "Sparse representation", keywords = "Face recognition " } @article{Yang20131358, title = "Local image tagging via graph regularized joint group sparsity ", journal = "Pattern Recognition ", volume = "46", number = "5", pages = "1358 - 1368", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.10.026", url = "http://www.sciencedirect.com/science/article/pii/S0031320312004608", author = "Yang Yang and Zi Huang and Yi Yang and Jiajun Liu and Heng Tao Shen and Jiebo Luo", keywords = "Local image tagging", keywords = "Group sparse coding", keywords = "Graph regularization", keywords = "Tag propagation " } @article{Kwak20122019, title = "Kernel discriminant analysis for regression problems ", journal = "Pattern Recognition ", volume = "45", number = "5", pages = "2019 - 2031", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.11.006", url = "http://www.sciencedirect.com/science/article/pii/S0031320311004572", author = "Nojun Kwak", keywords = "Regression", keywords = "Feature extraction", keywords = "Dimensionality reduction", keywords = "Discriminant analysis", keywords = "Kernel trick", keywords = "\{KDAr\} " } @article{Liao20141485, title = "Intrinsic dimension estimation via nearest constrained subspace classifier ", journal = "Pattern Recognition ", volume = "47", number = "3", pages = "1485 - 1493", year = "2014", note = "Handwriting Recognition and other \{PR\} Applications ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.08.018", url = "http://www.sciencedirect.com/science/article/pii/S0031320313003397", author = "Liang Liao and Yanning Zhang and Stephen John Maybank and Zhoufeng Liu", keywords = "Intrinsic dimension estimation", keywords = "Nearest constrained subspace classifier", keywords = "Image classification", keywords = "Sparse representation " } @article{Shu20121892, title = "Efficient linear discriminant analysis with locality preserving for face recognition ", journal = "Pattern Recognition ", volume = "45", number = "5", pages = "1892 - 1898", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.11.012", url = "http://www.sciencedirect.com/science/article/pii/S003132031100464X", author = "Xin Shu and Yao Gao and Hongtao Lu", keywords = "Face recognition", keywords = "Spectral regression", keywords = "Linear discriminant analysis", keywords = "Locality preserving projection " } @article{Xie20141383, title = "Discriminative subspace learning with sparse representation view-based model for robust visual tracking ", journal = "Pattern Recognition ", volume = "47", number = "3", pages = "1383 - 1394", year = "2014", note = "Handwriting Recognition and other \{PR\} Applications ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.07.010", url = "http://www.sciencedirect.com/science/article/pii/S0031320313003087", author = "Yuan Xie and Wensheng Zhang and Yanyun Qu and Yinghua Zhang", keywords = "Discriminative subspace learning", keywords = "Spectral regression", keywords = "Sparse representation", keywords = "Object tracking " } @article{Ding20101863, title = "Interactive image segmentation using probabilistic hypergraphs ", journal = "Pattern Recognition ", volume = "43", number = "5", pages = "1863 - 1873", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2009.11.025", url = "http://www.sciencedirect.com/science/article/pii/S0031320309004440", author = "Lei Ding and Alper Yilmaz", keywords = "Image segmentation", keywords = "Interactive segmentation", keywords = "Semi-supervised learning", keywords = "Hypergraphs " } @article{Wang2013, title = "Unified framework for representing and ranking ", journal = "Pattern Recognition ", volume = "", number = "0", pages = " - ", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.12.003", url = "http://www.sciencedirect.com/science/article/pii/S0031320313005219", author = "Jim Jing-Yan Wang and Halima Bensmail", keywords = "Database retrieval", keywords = "Nearest neighbor classification", keywords = "Data representation", keywords = "Ranking score learning " } @article{Yuan20141411, title = "Fractional-order embedding canonical correlation analysis and its applications to multi-view dimensionality reduction and recognition ", journal = "Pattern Recognition ", volume = "47", number = "3", pages = "1411 - 1424", year = "2014", note = "Handwriting Recognition and other \{PR\} Applications ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.09.009", url = "http://www.sciencedirect.com/science/article/pii/S0031320313003816", author = "Yun-Hao Yuan and Quan-Sen Sun and Hong-Wei Ge", keywords = "Pattern recognition", keywords = "Canonical correlation analysis", keywords = "Feature extraction", keywords = "Dimensionality reduction", keywords = "Multi-view learning " } @article{Qiao2010331, title = "Sparsity preserving projections with applications to face recognition ", journal = "Pattern Recognition ", volume = "43", number = "1", pages = "331 - 341", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2009.05.005", url = "http://www.sciencedirect.com/science/article/pii/S0031320309001964", author = "Lishan Qiao and Songcan Chen and Xiaoyang Tan", keywords = "Dimensionality reduction", keywords = "Sparse representation", keywords = "Compressive sensing", keywords = "Face recognition " } @article{Wang2014885, title = "A classification-oriented dictionary learning model: Explicitly learning the particularity and commonality across categories ", journal = "Pattern Recognition ", volume = "47", number = "2", pages = "885 - 898", year = "2014", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.08.004", url = "http://www.sciencedirect.com/science/article/pii/S0031320313003245", author = "Donghui Wang and Shu Kong", keywords = "Dictionary learning", keywords = "Sparse coding", keywords = "Image classification", keywords = "Particularity", keywords = "Commonality " } @article{Wang20132840, title = "Multiple graph regularized nonnegative matrix factorization ", journal = "Pattern Recognition ", volume = "46", number = "10", pages = "2840 - 2847", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.03.007", url = "http://www.sciencedirect.com/science/article/pii/S0031320313001362", author = "Jim Jing-Yan Wang and Halima Bensmail and Xin Gao", keywords = "Data representation", keywords = "Nonnegative matrix factorization", keywords = "Graph Laplacian", keywords = "Ensemble manifold regularization " } @article{Liu20103298, title = "Feature extraction by learning Lorentzian metric tensor and its extensions ", journal = "Pattern Recognition ", volume = "43", number = "10", pages = "3298 - 3306", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2010.05.009", url = "http://www.sciencedirect.com/science/article/pii/S0031320310002104", author = "Risheng Liu and Zhouchen Lin and Zhixun Su and Kewei Tang", keywords = "Feature extraction", keywords = "Dimensionality reduction", keywords = "Lorentzian geometry", keywords = "Metric learning", keywords = "Discriminant analysis " } @article{Liu2013332, title = "Probabilistic classifiers with a generalized Gaussian scale mixture prior ", journal = "Pattern Recognition ", volume = "46", number = "1", pages = "332 - 345", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.07.016", url = "http://www.sciencedirect.com/science/article/pii/S0031320312003329", author = "Guoqing Liu and Jianxin Wu and Suiping Zhou", keywords = "Classification", keywords = "Prior distribution", keywords = "Generalized Gaussian scale mixture", keywords = "Likelihood function " } @article{Li20132700, title = "MLRank: Multi-correlation Learning to Rank for image annotation ", journal = "Pattern Recognition ", volume = "46", number = "10", pages = "2700 - 2710", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.03.016", url = "http://www.sciencedirect.com/science/article/pii/S0031320313001453", author = "Zechao Li and Jing Liu and Changsheng Xu and Hanqing Lu", keywords = "Image annotation", keywords = "Learning to rank", keywords = "Multi-correlation", keywords = "Image-bias consistency", keywords = "Tag-bias consistency " } @article{Zhang20124466, title = "Constrained large Margin Local Projection algorithms and extensions for multimodal dimensionality reduction ", journal = "Pattern Recognition ", volume = "45", number = "12", pages = "4466 - 4493", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.05.015", url = "http://www.sciencedirect.com/science/article/pii/S0031320312002452", author = "Zhao Zhang and Mingbo Zhao and Tommy W.S. Chow", keywords = "Dimensionality reduction", keywords = "Large margin projection", keywords = "Manifold visualization", keywords = "Pairwise constraints", keywords = "Locality preservation", keywords = "Multimodality preservation", keywords = "Kernel method", keywords = "Pattern classification " } @article{Gui20122884, title = "Discriminant sparse neighborhood preserving embedding for face recognition ", journal = "Pattern Recognition ", volume = "45", number = "8", pages = "2884 - 2893", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.02.005", url = "http://www.sciencedirect.com/science/article/pii/S0031320312000672", author = "Jie Gui and Zhenan Sun and Wei Jia and Rongxiang Hu and Yingke Lei and Shuiwang Ji", keywords = "Sparse neighborhood preserving embedding", keywords = "Sparse subspace learning", keywords = "Discriminant learning", keywords = "Maximum margin criterion", keywords = "Discriminant sparse neighborhood preserving embedding", keywords = "Face recognition " } @article{Lu20131799, title = "Latent semantic learning with structured sparse representation for human action recognition ", journal = "Pattern Recognition ", volume = "46", number = "7", pages = "1799 - 1809", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.09.027", url = "http://www.sciencedirect.com/science/article/pii/S0031320312004360", author = "Zhiwu Lu and Yuxin Peng", keywords = "Human action recognition", keywords = "Latent semantic learning", keywords = "Spectral embedding", keywords = "Structured sparse representation", keywords = "L 1 - norm hypergraph regularization " } @article{Wu20112871, title = "Gender discriminating models from facial surface normals ", journal = "Pattern Recognition ", volume = "44", number = "12", pages = "2871 - 2886", year = "2011", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.04.013", url = "http://www.sciencedirect.com/science/article/pii/S0031320311001725", author = "Jing Wu and William A.P. Smith and Edwin R. Hancock", keywords = "Gender classification", keywords = "Facial surface normals", keywords = "Statistical model", keywords = "Feature extraction", keywords = "Principal geodesic analysis " } @article{Xue20081479, title = "Classifier learning with a new locality regularization method ", journal = "Pattern Recognition ", volume = "41", number = "5", pages = "1479 - 1490", year = "2008", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2007.09.016", url = "http://www.sciencedirect.com/science/article/pii/S0031320307004396", author = "Hui Xue and Songcan Chen and Xiaoqin Zeng", keywords = "Localized generalization error model", keywords = "Stochastic sensitivity measure", keywords = "Locality regularization (LR)", keywords = "Classifier Learning", keywords = "Pattern classification " } @article{Zhang20111162, title = "A novel ensemble construction method for multi-view data using random cross-view correlation between within-class examples ", journal = "Pattern Recognition ", volume = "44", number = "6", pages = "1162 - 1171", year = "2011", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2010.12.011", url = "http://www.sciencedirect.com/science/article/pii/S0031320310005777", author = "Jianchun Zhang and Daoqiang Zhang", keywords = "Random correlation", keywords = "Canonical correlation analysis", keywords = "Feature extraction", keywords = "Ensemble construction " } @article{Fauvel2013845, title = "Parsimonious Mahalanobis kernel for the classification of high dimensional data ", journal = "Pattern Recognition ", volume = "46", number = "3", pages = "845 - 854", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.09.009", url = "http://www.sciencedirect.com/science/article/pii/S0031320312004013", author = "M. Fauvel and J. Chanussot and J.A. Benediktsson and A. Villa", keywords = "\{SVM\}", keywords = "High dimensional data", keywords = "High dimensional discriminant analysis", keywords = "Kernel methods", keywords = "Hyperspectral imagery", keywords = "Parsimonious Mahalanobis kernel " } @article{Wei20131277, title = "Locality-sensitive dictionary learning for sparse representation based classification ", journal = "Pattern Recognition ", volume = "46", number = "5", pages = "1277 - 1287", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.11.014", url = "http://www.sciencedirect.com/science/article/pii/S0031320312004980", author = "Chia-Po Wei and Yu-Wei Chao and Yi-Ren Yeh and Yu-Chiang Frank Wang", keywords = "Sparse representation", keywords = "Dictionary learning", keywords = "Data locality " } @article{Zang20123866, title = "Face recognition using Elasticfaces ", journal = "Pattern Recognition ", volume = "45", number = "11", pages = "3866 - 3876", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.04.022", url = "http://www.sciencedirect.com/science/article/pii/S0031320312002026", author = "Fei Zang and Jiangshe Zhang and Jiyuan Pan", keywords = "Face recognition", keywords = "Dimensionality reduction", keywords = "Local geometrical structure", keywords = "Global information", keywords = "Elastic preserving projections " } @article{Steinke20083271, title = "Kernels, regularization and differential equations ", journal = "Pattern Recognition ", volume = "41", number = "11", pages = "3271 - 3286", year = "2008", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2008.06.011", url = "http://www.sciencedirect.com/science/article/pii/S0031320308002367", author = "Florian Steinke and Bernhard Schölkopf", keywords = "Positive definite kernel", keywords = "Differential equation", keywords = "Gaussian process", keywords = "Reproducing kernel Hilbert space " } @article{Xue200993, title = "Discriminatively regularized least-squares classification ", journal = "Pattern Recognition ", volume = "42", number = "1", pages = "93 - 104", year = "2009", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2008.07.010", url = "http://www.sciencedirect.com/science/article/pii/S0031320308002872", author = "Hui Xue and Songcan Chen and Qiang Yang", keywords = "Classifier design", keywords = "Discriminative information", keywords = "Manifold learning", keywords = "Pattern recognition " } @article{Zhang20131511, title = "Pose-robust face recognition via sparse representation ", journal = "Pattern Recognition ", volume = "46", number = "5", pages = "1511 - 1521", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.10.025", url = "http://www.sciencedirect.com/science/article/pii/S0031320312004591", author = "Haichao Zhang and Yanning Zhang and Thomas S. Huang", keywords = "Pose-robust face recognition", keywords = "Pose-normalization", keywords = "Face synthesis", keywords = "Sparse representation", keywords = "Latent sparse modeling " } @article{Yang2014535, title = "Fast and robust face recognition via coding residual map learning based adaptive masking ", journal = "Pattern Recognition ", volume = "47", number = "2", pages = "535 - 543", year = "2014", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.08.003", url = "http://www.sciencedirect.com/science/article/pii/S0031320313003233", author = "Meng Yang and Zhizhao Feng and Simon C.K. Shiu and Lei Zhang", keywords = "Robust face recognition", keywords = "Coding residual map", keywords = "Adaptive masking " } @article{Chen20131579, title = "Complete large margin linear discriminant analysis using mathematical programming approach ", journal = "Pattern Recognition ", volume = "46", number = "6", pages = "1579 - 1594", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.11.019", url = "http://www.sciencedirect.com/science/article/pii/S0031320312005031", author = "Xiaobo Chen and Jian Yang and David Zhang and Jun Liang", keywords = "Feature extraction", keywords = "Linear discriminant analysis", keywords = "Large margin classifier", keywords = "Constrained concave–convex procedure " } @article{Hu2013936, title = "An efficient two-stage framework for image annotation ", journal = "Pattern Recognition ", volume = "46", number = "3", pages = "936 - 947", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.09.010", url = "http://www.sciencedirect.com/science/article/pii/S0031320312004025", author = "Jiwei Hu and Kin-Man Lam", keywords = "Image annotation", keywords = "Multi-labeling", keywords = "Label-filtering", keywords = "Label-specific classifiers " } @article{Schwarz201211, title = "Recognizing multiple human activities and tracking full-body pose in unconstrained environments ", journal = "Pattern Recognition ", volume = "45", number = "1", pages = "11 - 23", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.06.015", url = "http://www.sciencedirect.com/science/article/pii/S003132031100286X", author = "Loren Arthur Schwarz and Diana Mateus and Nassir Navab", keywords = "Human motion analysis", keywords = "Manifold learning", keywords = "Inertial sensors " } @article{Filippone2008176, title = "A survey of kernel and spectral methods for clustering ", journal = "Pattern Recognition ", volume = "41", number = "1", pages = "176 - 190", year = "2008", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2007.05.018", url = "http://www.sciencedirect.com/science/article/pii/S0031320307002580", author = "Maurizio Filippone and Francesco Camastra and Francesco Masulli and Stefano Rovetta", keywords = "Partitional clustering", keywords = "Mercer kernels", keywords = "Kernel clustering", keywords = "Kernel fuzzy clustering", keywords = "Spectral clustering " } @article{Atiya20092684, title = "A penalized likelihood based pattern classification algorithm ", journal = "Pattern Recognition ", volume = "42", number = "11", pages = "2684 - 2694", year = "2009", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2009.04.016", url = "http://www.sciencedirect.com/science/article/pii/S0031320309001599", author = "Amir F. Atiya and Ahmed Al-Ani", keywords = "K-nearest neighbor", keywords = "Penalized likelihood", keywords = "Pattern classification", keywords = "Posterior probability", keywords = "Class balancing", keywords = "Weighted \{KNN\} " } @article{Wu2012617, title = "Locally discriminative topic modeling ", journal = "Pattern Recognition ", volume = "45", number = "1", pages = "617 - 625", year = "2012", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2011.04.029", url = "http://www.sciencedirect.com/science/article/pii/S0031320311001889", author = "Hao Wu and Jiajun Bu and Chun Chen and Jianke Zhu and Lijun Zhang and Haifeng Liu and Can Wang and Deng Cai", keywords = "Topic modeling", keywords = "Generative", keywords = "Discriminative", keywords = "Local learning " } @article{Cheng2010299, title = "Automated breast cancer detection and classification using ultrasound images: A survey ", journal = "Pattern Recognition ", volume = "43", number = "1", pages = "299 - 317", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2009.05.012", url = "http://www.sciencedirect.com/science/article/pii/S0031320309002027", author = "H.D. Cheng and Juan Shan and Wen Ju and Yanhui Guo and Ling Zhang", keywords = "\{CAD\} (computer-aided diagnosis)", keywords = "Automated breast cancer detection and classification", keywords = "Ultrasound (US) imaging", keywords = "Feature extraction and selection", keywords = "Classifiers " } @article{Xu2013885, title = "Fast multi-label core vector machine ", journal = "Pattern Recognition ", volume = "46", number = "3", pages = "885 - 898", year = "2013", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2012.09.003", url = "http://www.sciencedirect.com/science/article/pii/S0031320312003950", author = "Jianhua Xu", keywords = "Support vector machine", keywords = "Core vector machine", keywords = "Multi-label classification", keywords = "Frank–Wolfe method", keywords = "Linear programming", keywords = "Quadratic programming " } @article{Ayat20051733, title = "Automatic model selection for the optimization of \{SVM\} kernels ", journal = "Pattern Recognition ", volume = "38", number = "10", pages = "1733 - 1745", year = "2005", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2005.03.011", url = "http://www.sciencedirect.com/science/article/pii/S0031320305001433", author = "N.E. Ayat and M. Cheriet and C.Y. Suen", keywords = "Model selection", keywords = "\{SVM\}", keywords = "Kernel", keywords = "Empirical error", keywords = "\{VC\}", keywords = "\{GACV\} " } @article{EgmontPetersen20022279, title = "Image processing with neural networks—a review ", journal = "Pattern Recognition ", volume = "35", number = "10", pages = "2279 - 2301", year = "2002", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/S0031-3203(01)00178-9", url = "http://www.sciencedirect.com/science/article/pii/S0031320301001789", author = "M. Egmont-Petersen and D. de Ridder and H. Handels", keywords = "Neural networks", keywords = "Digital image processing", keywords = "Invariant pattern recognition", keywords = "Preprocessing", keywords = "Feature extraction", keywords = "Image compression", keywords = "Segmentation", keywords = "Object recognition", keywords = "Image understanding", keywords = "Optimization " } @article{KumarMaji2014, title = "Edges, transitions and criticality ", journal = "Pattern Recognition ", volume = "", number = "0", pages = " - ", year = "2014", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2013.12.013", url = "http://www.sciencedirect.com/science/article/pii/S0031320313005475", author = "Suman Kumar Maji and Hussein M. Yahia", keywords = "Edge detection", keywords = "Complex systems", keywords = "Statistical physics", keywords = "Critical exponents", keywords = "Compact representation", keywords = "Nonlinear signal processing", keywords = "Multifractals", keywords = "Wavelets", keywords = "Multiresolution analysis", keywords = "Turbulence", keywords = "Scale space " } @article{Huang20102532, title = "Super-resolution of human face image using canonical correlation analysis ", journal = "Pattern Recognition ", volume = "43", number = "7", pages = "2532 - 2543", year = "2010", note = "", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2010.02.007", url = "http://www.sciencedirect.com/science/article/pii/S0031320310000853", author = "Hua Huang and Huiting He and Xin Fan and Junping Zhang", keywords = "Human face", keywords = "Super-resolution", keywords = "Canonical correlation analysis", keywords = "Manifold learning", keywords = "Neighbor reconstruction " } @article{Min2004781, title = "Locality pursuit embedding ", journal = "Pattern Recognition ", volume = "37", number = "4", pages = "781 - 788", year = "2004", note = "Agent Based Computer Vision ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/j.patcog.2003.09.005", url = "http://www.sciencedirect.com/science/article/pii/S0031320303003315", author = "Wanli Min and Ke Lu and Xiaofei He", keywords = "Locality preserving", keywords = "Manifold learning", keywords = "Principal component analysis", keywords = "Tangent space", keywords = "Dimension reduction " } @article{tagkey2006I, title = "Volume Contents and Author Index ", journal = "Pattern Recognition ", volume = "39", number = "12", pages = "I - XVII", year = "2006", note = "Bioinformatics ", issn = "0031-3203", doi = "http://dx.doi.org/10.1016/S0031-3203(06)00371-2", url = "http://www.sciencedirect.com/science/article/pii/S0031320306003712", key = "tagkey2006I" }