@inproceedings{bb129400, AUTHOR = "Sinclair, D.", TITLE = "Cluster Based Texture Analysis", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "II: 825-829", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT125463"} @inproceedings{bb129401, AUTHOR = "Chang, I. and Loew, M.", TITLE = "Classification with Nonexclusive Patterns", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "II: 116-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT125464"} @inproceedings{bb129402, AUTHOR = "Chang, I. and Loew, M.", TITLE = "Pattern recognition with new class discovery", BOOKTITLE = CVPR91, YEAR = "1991", PAGES = "438-443", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT125465"} @inproceedings{bb129403, AUTHOR = "Sipper, M. and Yeshurun, Y.", TITLE = "Pattern classification using teurons", BOOKTITLE = ICPR90, YEAR = "1990", PAGES = "I: 433-437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT125466"} @inproceedings{bb129404, AUTHOR = "Hilbert, E.E.", TITLE = "Cluster Compression Algorithm, A Joint Clustering Data Compression Concept", BOOKTITLE = JPL, YEAR = "1977", PAGES = "NASA, JPL, CIT, Pasadena, CA 91103", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT125467"} @article{bb129405, AUTHOR = "Deng, Z.H. and Chung, F.L. and Wang, S.T.", TITLE = "FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "4", MONTH = "April", PAGES = "1363-1372", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125468"} @article{bb129406, AUTHOR = "Ozertem, U. and Erdogmus, D. and Jenssen, R.", TITLE = "Mean shift spectral clustering", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "6", MONTH = "June", PAGES = "1924-1938", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125469"} @article{bb129407, AUTHOR = "Zhang, X.C. and Li, J.W. and Yu, H.", TITLE = "Local density adaptive similarity measurement for spectral clustering", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "2", MONTH = "January", PAGES = "352-358", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125470"} @article{bb129408, AUTHOR = "Ye, Y.D. and Ren, Y.L. and Li, G.", TITLE = "Using local density information to improve IB algorithms", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "2", MONTH = "January", PAGES = "310-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125471"} @article{bb129409, AUTHOR = "Fu, G. and Shih, F.Y. and Wang, H.M.", TITLE = "A kernel-based parametric method for conditional density estimation", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "2", MONTH = "February", PAGES = "284-294", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125472"} @article{bb129410, AUTHOR = "Leiva Murillo, J.M. and Artes Rodriguez, A.", TITLE = "Algorithms for maximum-likelihood bandwidth selection in kernel density estimators", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "13", MONTH = "October", PAGES = "1717-1724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125473"} @article{bb129411, AUTHOR = "Tu, Q. and Lu, J.F. and Yuan, B. and Tang, J.B. and Yang, J.Y.", TITLE = "Density-based hierarchical clustering for streaming data", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "5", MONTH = "April", PAGES = "641-645", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125474"} @article{bb129412, AUTHOR = "Sarmah, S. and Bhattacharyya, D.K.", TITLE = "A grid-density based technique for finding clusters in satellite image", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "5", MONTH = "April", PAGES = "589-604", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125475"} @article{bb129413, AUTHOR = "Mountrakis, G. and Xi, B.", TITLE = "Assessing reference dataset representativeness through confidence metrics based on information density", JOURNAL = PandRS, VOLUME = "78", YEAR = "2013", NUMBER = "1", MONTH = "April", PAGES = "129-147", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125476"} @article{bb129414, AUTHOR = "Parker, J.K. and Downs, J.A.", TITLE = "Footprint generation using fuzzy-neighborhood clustering", JOURNAL = GeoInfo, VOLUME = "17", YEAR = "2013", NUMBER = "2", MONTH = "April", PAGES = "285-299", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125477"} @article{bb129415, AUTHOR = "Hou, J. and Pelillo, M.", TITLE = "A simple feature combination method based on dominant sets", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "11", MONTH = "November", PAGES = "3129-3139", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125478"} @article{bb129416, AUTHOR = "Hou, J. and Zhang, A.H. and Qi, N.M.", TITLE = "Density peak clustering based on relative density relationship", JOURNAL = PR, VOLUME = "108", YEAR = "2020", PAGES = "107554", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125479"} @inproceedings{bb129417, AUTHOR = "Hou, J. and Cui, H.X.", TITLE = "Density Normalization in Density Peak Based Clustering", BOOKTITLE = GbRPR17, YEAR = "2017", PAGES = "187-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125480"} @inproceedings{bb129418, AUTHOR = "Hou, J. and Pelillo, M.", TITLE = "A new density kernel in density peak based clustering", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "468-473", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125481"} @inproceedings{bb129419, AUTHOR = "Lourenco, A. and Bulo, S.R. and Rebagliati, N. and Fred, A. and Figueiredo, M.A.T.", TITLE = "Consensus Clustering Using Partial Evidence Accumulation", BOOKTITLE = IbPRIA13, YEAR = "2013", PAGES = "69-78", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125482"} @article{bb129420, AUTHOR = "Inkaya, T. and Kayaligil, S. and Ozdemirel, N.E.", TITLE = "An adaptive neighbourhood construction algorithm based on density and connectivity", JOURNAL = PRL, VOLUME = "52", YEAR = "2015", NUMBER = "1", PAGES = "17-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125483"} @article{bb129421, AUTHOR = "Kumar, K.M. and Reddy, A.R.M.", TITLE = "A fast DBSCAN clustering algorithm by accelerating neighbor searching using Groups method", JOURNAL = PR, VOLUME = "58", YEAR = "2016", NUMBER = "1", PAGES = "39-48", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125484"} @article{bb129422, AUTHOR = "Du, Q.Y. and Dong, Z. and Huang, C.D. and Ren, F.", TITLE = "Density-Based Clustering with Geographical Background Constraints Using a Semantic Expression Model", JOURNAL = IJGI, VOLUME = "5", YEAR = "2016", NUMBER = "5", PAGES = "72", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125485"} @article{bb129423, AUTHOR = "Louhichi, S. and Gzara, M. and Ben Abdallah, H.", TITLE = "Unsupervised varied density based clustering algorithm using spline", JOURNAL = PRL, VOLUME = "93", YEAR = "2017", NUMBER = "1", PAGES = "48-57", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125486"} @article{bb129424, AUTHOR = "Deutsch, L. and Horn, D.", TITLE = "The Weight-Shape decomposition of density estimates: A framework for clustering and image analysis algorithms", JOURNAL = PR, VOLUME = "81", YEAR = "2018", PAGES = "190-199", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125487"} @article{bb129425, AUTHOR = "Tu, D. and Chen, L. and Yu, X.K. and Chen, G.C.", TITLE = "Semisupervised Prior Free Rare Category Detection With Mixed Criteria", JOURNAL = Cyber, VOLUME = "48", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "115-126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125488"} @article{bb129426, AUTHOR = "Liu, A. and Lu, J. and Liu, F. and Zhang, G.Q.", TITLE = "Accumulating regional density dissimilarity for concept drift detection in data streams", JOURNAL = PR, VOLUME = "76", YEAR = "2018", NUMBER = "1", PAGES = "256-272", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125489"} @article{bb129427, AUTHOR = "Wang, T.F. and Ren, C. and Luo, Y. and Tian, J.", TITLE = "NS-DBSCAN: A Density-Based Clustering Algorithm in Network Space", JOURNAL = IJGI, VOLUME = "8", YEAR = "2019", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125490"} @article{bb129428, AUTHOR = "Alshammari, M. and Takatsuka, M.", TITLE = "Approximate spectral clustering density-based similarity for noisy datasets", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "155-161", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125491"} @article{bb129429, AUTHOR = "Wells, J.R. and Ting, K.M.", TITLE = "A new simple and efficient density estimator that enables fast systematic search", JOURNAL = PRL, VOLUME = "122", YEAR = "2019", PAGES = "92-98", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125492"} @article{bb129430, AUTHOR = "Cervellera, C. and Maccio, D.", TITLE = "Voronoi tree models for distribution-preserving sampling and generation", JOURNAL = PR, VOLUME = "97", YEAR = "2020", PAGES = "107002", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125493"} @article{bb129431, AUTHOR = "Li, H. and Liu, X.J. and Li, T. and Gan, R.D.", TITLE = "A novel density-based clustering algorithm using nearest neighbor graph", JOURNAL = PR, VOLUME = "102", YEAR = "2020", PAGES = "107206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125494"} @article{bb129432, AUTHOR = "Maheshwari, R. and Mohanty, S.K. and Mishra, A.C.", TITLE = "DCSNE: Density-based Clustering using Graph Shared Neighbors and Entropy", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125495"} @article{bb129433, AUTHOR = "Chowdhury, S. and Helian, N. and Cordeiro de Amorim, R.", TITLE = "Feature weighting in DBSCAN using reverse nearest neighbours", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125496"} @article{bb129434, AUTHOR = "Zhao, Z.Y. and Li, X.L.", TITLE = "Deformable Density Estimation via Adaptive Representation", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "1134-1144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125497"} @inproceedings{bb129435, AUTHOR = "Ghosh, S. and Singh, R. and Vatsa, M.", TITLE = "On Learning Density Aware Embeddings", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "4879-4887", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125498"} @inproceedings{bb129436, AUTHOR = "Xu, S. and Dai, J. and shi, H.", TITLE = "Semi-supervised Feature Selection by Mutual Information Based on Kernel Density Estimation", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "818-823", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125499"} @inproceedings{bb129437, AUTHOR = "Chang, S.R. and Dasgupta, N. and Carin, L.", TITLE = "A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation", BOOKTITLE = CVPR05, YEAR = "2005", PAGES = "II: 1043-1050", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT125500"} @article{bb129438, AUTHOR = "Duchene, J.", TITLE = "A Significant Plane for Two-Class Discrimination Problems", JOURNAL = PAMI, VOLUME = "8", YEAR = "1986", NUMBER = "4", MONTH = "July", PAGES = "557-559", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125501"} @article{bb129439, AUTHOR = "Aladjem, M.", TITLE = "Linear Discriminant-Analysis for Two Classes via Removal of Classification Structure", JOURNAL = PAMI, VOLUME = "19", YEAR = "1997", NUMBER = "2", MONTH = "February", PAGES = "187-192", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125502"} @inproceedings{bb129440, AUTHOR = "Aladjem, M.", TITLE = "Two-Class Pattern Discrimination via Recursive Optimization of Patrick-Fisher Distance", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "II: 60-64", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125503"} @inproceedings{bb129441, AUTHOR = "Aladjem, M.", TITLE = "Discriminant plots obtained via removal of classification structures", BOOKTITLE = ICPR94, YEAR = "1994", PAGES = "B:67-71", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125504"} @inproceedings{bb129442, AUTHOR = "Aladjem, M.", TITLE = "Training of an ML Neural Network for Classification via Recursive Reduction of the Class Separation", BOOKTITLE = ICPR98, YEAR = "1998", PAGES = "Vol I: 450-452", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125505"} @article{bb129443, AUTHOR = "Aladjem, M.", TITLE = "Parametric and nonparametric linear mappings of multidimensional data", JOURNAL = PR, VOLUME = "24", YEAR = "1991", NUMBER = "6", PAGES = "543-553", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125506"} @article{bb129444, AUTHOR = "Shapira, Y. and Gath, I.", TITLE = "Feature selection for multiple binary classification problems", JOURNAL = PRL, VOLUME = "20", YEAR = "1999", NUMBER = "8", MONTH = "August", PAGES = "823-832", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125507"} @article{bb129445, AUTHOR = "Hand, D.J. and Vinciotti, V.", TITLE = "Choosing k for two-class nearest neighbour classifiers with unbalanced classes", JOURNAL = PRL, VOLUME = "24", YEAR = "2003", NUMBER = "9-10", MONTH = "June", PAGES = "1555-1562", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125508"} @article{bb129446, AUTHOR = "DeVore, M.D.", TITLE = "Estimates of Error Probability for Complex Gaussian Channels with Generalized Likelihood Ratio Detection", JOURNAL = PAMI, VOLUME = "27", YEAR = "2005", NUMBER = "10", MONTH = "October", PAGES = "1580-1591", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125509"} @article{bb129447, AUTHOR = "Marrocco, C. and Molinara, M. and Tortorella, F.", TITLE = "Exploiting AUC for optimal linear combinations of dichotomizers", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "8", MONTH = "June", PAGES = "900-907", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125510"} @inproceedings{bb129448, AUTHOR = "Marrocco, C. and Molinara, M. and Tortorella, F.", TITLE = "AUC-Based Linear Combination of Dichotomizers", BOOKTITLE = SSPR06, YEAR = "2006", PAGES = "714-722", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125511"} @inproceedings{bb129449, AUTHOR = "Marrocco, C. and Molinara, M. and Tortorella, F.", TITLE = "Estimating the ROC Curve of Linearly Combined Dichotomizers", BOOKTITLE = CIAP05, YEAR = "2005", PAGES = "778-785", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125512"} @article{bb129450, AUTHOR = "El Ayadi, M.M.H. and Kamel, M.S. and Karray, F.", TITLE = "Toward a tight upper bound for the error probability of the binary Gaussian classification problem", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "6", MONTH = "June", PAGES = "2120-2132", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125513"} @article{bb129451, AUTHOR = "Bounsiar, A. and Beauseroy, P. and Grall Maes, E.", TITLE = "General solution and learning method for binary classification with performance constraints", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "10", MONTH = "July", PAGES = "1455-1465", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125514"} @article{bb129452, AUTHOR = "Chen, W. and Metz, C.E. and Giger, M.L. and Drukker, K.", TITLE = "A Novel Hybrid Linear/Nonlinear Classifier for Two-Class Classification: Theory, Algorithm, and Applications", JOURNAL = MedImg, VOLUME = "29", YEAR = "2010", NUMBER = "2", MONTH = "February", PAGES = "428-441", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125515"} @article{bb129453, AUTHOR = "Zhong, S.P. and Chen, D. and Xu, Q.F. and Chen, T.S.", TITLE = "Optimizing the Gaussian kernel function with the formulated kernel target alignment criterion for two-class pattern classification", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "7", MONTH = "July", PAGES = "2045-2054", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125516"} @article{bb129454, AUTHOR = "Liu, M.X. and Zhang, D.Q. and Chen, S.C. and Xue, H.", TITLE = "Joint Binary Classifier Learning for ECOC-Based Multi-Class Classification", JOURNAL = PAMI, VOLUME = "38", YEAR = "2016", NUMBER = "11", MONTH = "November", PAGES = "2335-2341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125517"} @article{bb129455, AUTHOR = "Yellamraju, T. and Boutin, M.", TITLE = "Clusterability and Clustering of Images and Other 'Real' High-Dimensional Data", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "1927-1938", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125518"} @article{bb129456, AUTHOR = "Ma, J. and Jiang, X. and Jiang, J. and Zhao, J. and Guo, X.", TITLE = "LMR: Learning a Two-Class Classifier for Mismatch Removal", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "4045-4059", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125519"} @article{bb129457, AUTHOR = "Denitto, M. and Bicego, M. and Farinelli, A. and Vascon, S. and Pelillo, M.", TITLE = "Biclustering with dominant sets", JOURNAL = PR, VOLUME = "104", YEAR = "2020", PAGES = "107318", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125520"} @article{bb129458, AUTHOR = "Gao, H.J. and Bai, Z.J. and Gao, W.G. and Zhang, S.Q.", TITLE = "Penalized-regression-based bicluster localization", JOURNAL = PR, VOLUME = "117", YEAR = "2021", PAGES = "107984", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125521"} @article{bb129459, AUTHOR = "Jiang, Y.B.Y. and Xu, Q.Q. and Zhao, Y.R. and Yang, Z.Y. and Wen, P.S. and Cao, X.C. and Huang, Q.M.", TITLE = "Positive-Unlabeled Learning With Label Distribution Alignment", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "15345-15363", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125522"} @inproceedings{bb129460, AUTHOR = "Zhao, Y.R. and Xu, Q.Q. and Jiang, Y.B.Y. and Wen, P.S. and Huang, Q.M.", TITLE = "Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "14441-14450", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125523"} @inproceedings{bb129461, AUTHOR = "Liao, S. and Gavves, E. and Oh, C.Y. and Snoek, C.G.M.", TITLE = "Quasibinary Classifier for Images with Zero and Multiple Labels", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8743-8750", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125524"} @inproceedings{bb129462, AUTHOR = "Makarova, A. and Kurbakov, M. and Sulimova, V.", TITLE = "Mean Decision Rules Method with Smart Sampling for Fast Large-Scale Binary SVM Classification", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8212-8219", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125525"} @inproceedings{bb129463, AUTHOR = "Georgescu, M.I. and Ionescu, R.T.", TITLE = "Clustering Images by Unmasking: A New Baseline", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "1580-1584", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125526"} @inproceedings{bb129464, AUTHOR = "Bauckhage, C. and Brito, E. and Cvejoski, K. and Ojeda, C. and Sifa, R. and Wrobel, S.", TITLE = "Ising Models for Binary Clustering via Adiabatic Quantum Computing", BOOKTITLE = EMMCVPR17, YEAR = "2017", PAGES = "3-17", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125527"} @inproceedings{bb129465, AUTHOR = "Lin, W.J.", TITLE = "Two-class clustering of nonlinearly separable data by using shape-specific points", BOOKTITLE = IVMSP16, YEAR = "2016", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125528"} @inproceedings{bb129466, AUTHOR = "Ali, M. and Ho, J.", TITLE = "Deconstructing Binary Classifiers in Computer Vision", BOOKTITLE = ACCV14, YEAR = "2014", PAGES = "III: 468-482", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125529"} @inproceedings{bb129467, AUTHOR = "Zhang, X. and Liang, L. and Shum, H.Y.", TITLE = "Spectral error correcting output codes for efficient multiclass recognition", BOOKTITLE = ICCV09, YEAR = "2009", PAGES = "1111-1118", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125530"} @inproceedings{bb129468, AUTHOR = "Fainzilberg, L.S.", TITLE = "Why Relevant Features May Be Unuseful in Statistical Recognition of Two Classes", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "II: 730-734", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125531"} @inproceedings{bb129469, AUTHOR = "Fainzilberg, L.S.", TITLE = "Interconnection between features properties and probability of error in statistical recognition of two classes", BOOKTITLE = ICPR94, YEAR = "1994", PAGES = "B:544-546", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT125532"} @article{bb129470, AUTHOR = "He, C. and Girolami, M.A. and Ross, G.", TITLE = "Employing optimized combinations of one-class classifiers for automated currency validation", JOURNAL = PR, VOLUME = "37", YEAR = "2004", NUMBER = "6", MONTH = "June", PAGES = "1085-1096", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125533"} @article{bb129471, AUTHOR = "Wang, D. and Yeung, D.S. and Tsang, E.C.C.", TITLE = "Structured One-Class Classification", JOURNAL = SMC-B, VOLUME = "36", YEAR = "2006", NUMBER = "6", MONTH = "December", PAGES = "1283-1295", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125534"} @article{bb129472, AUTHOR = "Angiulli, F.", TITLE = "Prototype-Based Domain Description for One-Class Classification", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "6", MONTH = "June", PAGES = "1131-1144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125535"} @article{bb129473, AUTHOR = "Kwak, N. and Oh, J.Y.", TITLE = "Feature extraction for one-class classification problems: Enhancements to biased discriminant analysis", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "1", MONTH = "January", PAGES = "17-26", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125536"} @article{bb129474, AUTHOR = "Oh, J.Y. and Kwak, N.", TITLE = "Generalized mean for robust principal component analysis", JOURNAL = PR, VOLUME = "54", YEAR = "2016", NUMBER = "1", PAGES = "116-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125537"} @article{bb129475, AUTHOR = "Oh, J.H. and Kwak, N.", TITLE = "Generalization of linear discriminant analysis using -norm", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "6", MONTH = "April", PAGES = "679-685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125538"} @article{bb129476, AUTHOR = "Oh, J.Y. and Kwak, N. and Lee, M. and Choi, C.H.", TITLE = "Generalized Mean For Feature Extraction in One-Class Classification Problems", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "12", PAGES = "3328-3340", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125539"} @article{bb129477, AUTHOR = "Mack, B. and Roscher, R. and Waske, B.", TITLE = "Can I Trust My One-Class Classification?", JOURNAL = RS, VOLUME = "6", YEAR = "2014", NUMBER = "9", PAGES = "8779-8802", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125540"} @article{bb129478, AUTHOR = "Krawczyk, B. and Wozniak, M. and Herrera, F.", TITLE = "On the usefulness of one-class classifier ensembles for decomposition of multi-class problems", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "12", PAGES = "3969-3982", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125541"} @article{bb129479, AUTHOR = "Krell, M.M. and Wohrle, H.", TITLE = "New one-class classifiers based on the origin separation approach", JOURNAL = PRL, VOLUME = "53", YEAR = "2015", NUMBER = "1", PAGES = "93-99", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125542"} @article{bb129480, AUTHOR = "Liu, J.C. and Miao, Q.G. and Sun, Y. and Song, J.F. and Quan, Y.", TITLE = "Fast structural ensemble for One-Class Classification", JOURNAL = PRL, VOLUME = "80", YEAR = "2016", NUMBER = "1", PAGES = "179-187", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125543"} @article{bb129481, AUTHOR = "Ao, Z. and Su, Y.J. and Li, W.K. and Guo, Q.H. and Zhang, J.", TITLE = "One-Class Classification of Airborne LiDAR Data in Urban Areas Using a Presence and Background Learning Algorithm", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125544"} @article{bb129482, AUTHOR = "Son, Y. and Lee, S. and Park, S. and Lee, J.W.", TITLE = "Learning representative exemplars using one-class Gaussian process regression", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "185-197", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125545"} @article{bb129483, AUTHOR = "Bicego, M. and Figueiredo, M.A.T.", TITLE = "Clustering via binary embedding", JOURNAL = PR, VOLUME = "83", YEAR = "2018", PAGES = "52-63", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125546"} @article{bb129484, AUTHOR = "Yu, J. and Kang, S.", TITLE = "Clustering-based proxy measure for optimizing one-class classifiers", JOURNAL = PRL, VOLUME = "117", YEAR = "2019", PAGES = "37-44", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125547"} @article{bb129485, AUTHOR = "Perera, P. and Patel, V.M.", TITLE = "Learning Deep Features for One-Class Classification", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "5450-5463", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125548"} @article{bb129486, AUTHOR = "Sansone, E. and de Natale, F.G.B. and Zhou, Z.H.", TITLE = "Efficient Training for Positive Unlabeled Learning", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "2584-2598", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125549"} @article{bb129487, AUTHOR = "Kumar, N. and Awate, S.P.", TITLE = "Semi-Supervised Robust Mixture Models in RKHS for Abnormality Detection in Medical Images", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "4772-4787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125550"} @inproceedings{bb129488, AUTHOR = "Kumar, N. and Chandran, S. and Rajwade, A.V. and Awate, S.P.", TITLE = "Semi-Supervised Robust One-Class Classification in RKHS for Abnormality Detection in Medical Images", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "544-548", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125551"} @article{bb129489, AUTHOR = "Zhao, L. and Waldner, F. and Scarth, P. and Mack, B. and Hochman, Z.", TITLE = "Combining Fractional Cover Images with One-Class Classifiers Enables Near Real-Time Monitoring of Fallows in the Northern Grains Region of Australia", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125552"} @article{bb129490, AUTHOR = "Mauceri, S. and Sweeney, J. and McDermott, J.", TITLE = "Dissimilarity-based representations for one-class classification on time series", JOURNAL = PR, VOLUME = "100", YEAR = "2020", PAGES = "107122", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125553"} @article{bb129491, AUTHOR = "Xing, H.J. and Liu, Y.J. and He, Z.C.", TITLE = "Robust sparse coding for one-class classification based on correntropy and logarithmic penalty function", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125554"} @article{bb129492, AUTHOR = "La Grassa, R. and Gallo, I. and Landro, N.", TITLE = "OCmst: One-class novelty detection using convolutional neural network and minimum spanning trees", JOURNAL = PRL, VOLUME = "155", YEAR = "2022", PAGES = "114-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125555"} @article{bb129493, AUTHOR = "Noronha, M.D.M. and Henriques, R. and Madeira, S.C. and Zarate, L.E.", TITLE = "Impact of metrics on biclustering solution and quality: A review", JOURNAL = PR, VOLUME = "127", YEAR = "2022", PAGES = "108612", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125556"} @article{bb129494, AUTHOR = "Zaheer, M.Z. and Lee, J.H. and Mahmood, A. and Astrid, M. and Lee, S.I.", TITLE = "Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "5963-5975", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125557"} @article{bb129495, AUTHOR = "Lo, S.Y. and Oza, P. and Patel, V.M.", TITLE = "Adversarially Robust One-Class Novelty Detection", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "4167-4179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125558"} @article{bb129496, AUTHOR = "Arashloo, S.R.", TITLE = "One-Class Classification Using lp-Norm Multiple Kernel Fisher Null Approach", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "1843-1856", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125559"} @article{bb129497, AUTHOR = "Sun, W.J. and Li, Q.Y. and Zhang, J. and Wang, D.Y. and Wang, W. and Geng, Y.L.", TITLE = "Exemplar-Free Class Incremental Learning via Discriminative and Comparable Parallel One-Class Classifiers", JOURNAL = PR, VOLUME = "140", YEAR = "2023", PAGES = "109561", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125560"} @article{bb129498, AUTHOR = "Chiou, C.Y. and Lee, K.T. and Huang, C.R. and Chung, P.C.", TITLE = "ADMM-SRNet: Alternating Direction Method of Multipliers Based Sparse Representation Network for One-Class Classification", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "2843-2856", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125561"} @article{bb129499, AUTHOR = "Sun, Y. and Mai, S. and Hu, H.F.", TITLE = "Learning to Learn Better Unimodal Representations via Adaptive Multimodal Meta-Learning", JOURNAL = AffCom, VOLUME = "14", YEAR = "2023", NUMBER = "3", MONTH = "July", PAGES = "2209-2223", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT125562"}