@article{bb139200, 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#TT135193"} @article{bb139201, 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#TT135194"} @article{bb139202, 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#TT135195"} @article{bb139203, 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#TT135196"} @article{bb139204, 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#TT135197"} @article{bb139205, 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#TT135198"} @article{bb139206, 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#TT135199"} @inproceedings{bb139207, 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#TT135200"} @inproceedings{bb139208, 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#TT135201"} @inproceedings{bb139209, 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#TT135202"} @article{bb139210, 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#TT135203"} @article{bb139211, 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#TT135204"} @article{bb139212, 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#TT135205"} @article{bb139213, 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#TT135206"} @article{bb139214, 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#TT135207"} @article{bb139215, 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#TT135208"} @article{bb139216, 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#TT135209"} @article{bb139217, 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#TT135210"} @article{bb139218, 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#TT135211"} @article{bb139219, 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#TT135212"} @article{bb139220, 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#TT135213"} @article{bb139221, 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#TT135214"} @article{bb139222, 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#TT135215"} @article{bb139223, 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#TT135216"} @article{bb139224, AUTHOR = "Abdolmaleki, N. and Mohammad Khanli, L. and Hashemzadeh, M. and Pourbahrami, S.", TITLE = "ACQC-LJP: Apollonius circle-based quantum clustering using Lennard-Jones potential", JOURNAL = PR, VOLUME = "161", YEAR = "2025", PAGES = "111342", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614dbc2.html#TT135217"} @article{bb139225, 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#TT135218"} @inproceedings{bb139226, 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#TT135219"} @inproceedings{bb139227, 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#TT135220"} @inproceedings{bb139228, 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#TT135221"} @article{bb139229, 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#TT135222"} @article{bb139230, 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#TT135223"} @inproceedings{bb139231, 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#TT135224"} @inproceedings{bb139232, 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#TT135225"} @inproceedings{bb139233, 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#TT135226"} @article{bb139234, 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#TT135227"} @article{bb139235, 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#TT135228"} @article{bb139236, 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#TT135229"} @article{bb139237, 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#TT135230"} @article{bb139238, 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#TT135231"} @inproceedings{bb139239, 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#TT135232"} @inproceedings{bb139240, 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#TT135233"} @article{bb139241, 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#TT135234"} @article{bb139242, 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#TT135235"} @article{bb139243, 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#TT135236"} @article{bb139244, 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#TT135237"} @article{bb139245, 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#TT135238"} @article{bb139246, 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#TT135239"} @article{bb139247, 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#TT135240"} @article{bb139248, 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#TT135241"} @article{bb139249, 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#TT135242"} @article{bb139250, 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#TT135243"} @inproceedings{bb139251, 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#TT135244"} @article{bb139252, AUTHOR = "Argouarc'h, E. and Desbouvries, F.", TITLE = "Binary Classification Based Monte Carlo Simulation", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "1449-1453", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT135245"} @inproceedings{bb139253, 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#TT135246"} @inproceedings{bb139254, 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#TT135247"} @inproceedings{bb139255, 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#TT135248"} @inproceedings{bb139256, 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#TT135249"} @inproceedings{bb139257, 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#TT135250"} @inproceedings{bb139258, 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#TT135251"} @inproceedings{bb139259, 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#TT135252"} @inproceedings{bb139260, 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#TT135253"} @inproceedings{bb139261, 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#TT135254"} @article{bb139262, 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/pattern614oclass1.html#TT135255"} @article{bb139263, 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/pattern614oclass1.html#TT135256"} @article{bb139264, 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/pattern614oclass1.html#TT135257"} @article{bb139265, 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/pattern614oclass1.html#TT135258"} @article{bb139266, 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/pattern614oclass1.html#TT135259"} @article{bb139267, 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/pattern614oclass1.html#TT135260"} @article{bb139268, 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/pattern614oclass1.html#TT135261"} @article{bb139269, 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/pattern614oclass1.html#TT135262"} @article{bb139270, 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/pattern614oclass1.html#TT135263"} @article{bb139271, 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/pattern614oclass1.html#TT135264"} @article{bb139272, 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/pattern614oclass1.html#TT135265"} @article{bb139273, 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/pattern614oclass1.html#TT135266"} @article{bb139274, 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/pattern614oclass1.html#TT135267"} @article{bb139275, 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/pattern614oclass1.html#TT135268"} @article{bb139276, 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/pattern614oclass1.html#TT135269"} @article{bb139277, 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/pattern614oclass1.html#TT135270"} @article{bb139278, 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/pattern614oclass1.html#TT135271"} @article{bb139279, 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/pattern614oclass1.html#TT135272"} @inproceedings{bb139280, 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/pattern614oclass1.html#TT135273"} @article{bb139281, 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/pattern614oclass1.html#TT135274"} @article{bb139282, 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/pattern614oclass1.html#TT135275"} @article{bb139283, 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/pattern614oclass1.html#TT135276"} @article{bb139284, 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/pattern614oclass1.html#TT135277"} @article{bb139285, 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/pattern614oclass1.html#TT135278"} @article{bb139286, 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/pattern614oclass1.html#TT135279"} @article{bb139287, 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/pattern614oclass1.html#TT135280"} @article{bb139288, 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/pattern614oclass1.html#TT135281"} @article{bb139289, 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/pattern614oclass1.html#TT135282"} @article{bb139290, 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/pattern614oclass1.html#TT135283"} @article{bb139291, AUTHOR = "Lee, H.H. and Park, S. and Im, J.", TITLE = "Resampling approach for one-Class classification", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109731", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135284"} @article{bb139292, AUTHOR = "Xing, H.J. and Liu, W.T. and Wang, X.Z.", TITLE = "Bounded exponential loss function based AdaBoost ensemble of OCSVMs", JOURNAL = PR, VOLUME = "148", YEAR = "2024", PAGES = "110191", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135285"} @article{bb139293, AUTHOR = "Abady, L. and Dimitri, G.M. and Barni, M.", TITLE = "A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "5", PAGES = "781", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135286"} @article{bb139294, AUTHOR = "Tian, C.R. and Zhang, F.B. and Wang, R.D.", TITLE = "Adversarial regularized attributed network embedding for graph anomaly detection", JOURNAL = PRL, VOLUME = "183", YEAR = "2024", PAGES = "111-116", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135287"} @article{bb139295, AUTHOR = "Zhang, Z.L. and Zhao, Z.B. and Zhang, X. and Chen, X.F.", TITLE = "DA2: Distribution-agnostic adaptive feature adaptation for one-class classification", JOURNAL = CVIU, VOLUME = "251", YEAR = "2025", PAGES = "104256", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135288"} @article{bb139296, AUTHOR = "Liang, D.J. and Zhang, H.X. and Yuan, D.F. and Zhang, M.G.", TITLE = "Multi-Head Encoding for Extreme Label Classification", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "3", MONTH = "March", PAGES = "2199-2211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135289"} @inproceedings{bb139297, AUTHOR = "Jewell, J.T. and Khazaie, V.R. and Mohsenzadeh, Y.", TITLE = "One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2856-2866", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135290"} @inproceedings{bb139298, AUTHOR = "La Grassa, R. and Gallo, I. and Landro, N.", TITLE = "Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data", BOOKTITLE = DICTA20, YEAR = "2020", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135291"} @inproceedings{bb139299, AUTHOR = "Pourreza, M. and Mohammadi, B. and Khaki, M. and Bouindour, S. and Snoussi, H. and Sabokrou, M.", TITLE = "G2D: Generate to Detect Anomaly", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "2002-2011", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oclass1.html#TT135292"}