@article{bb145800,
        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#TT141740"}

@article{bb145801,
        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#TT141741"}

@article{bb145802,
        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#TT141742"}

@article{bb145803,
        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#TT141743"}

@article{bb145804,
        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#TT141744"}

@article{bb145805,
        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#TT141745"}

@article{bb145806,
        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#TT141746"}

@inproceedings{bb145807,
        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#TT141747"}

@inproceedings{bb145808,
        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#TT141748"}

@inproceedings{bb145809,
        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#TT141749"}

@article{bb145810,
        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#TT141750"}

@article{bb145811,
        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#TT141751"}

@article{bb145812,
        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#TT141752"}

@article{bb145813,
        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#TT141753"}

@article{bb145814,
        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#TT141754"}

@article{bb145815,
        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#TT141755"}

@article{bb145816,
        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#TT141756"}

@article{bb145817,
        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#TT141757"}

@article{bb145818,
        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#TT141758"}

@article{bb145819,
        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#TT141759"}

@article{bb145820,
        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#TT141760"}

@article{bb145821,
        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#TT141761"}

@article{bb145822,
        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#TT141762"}

@article{bb145823,
        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#TT141763"}

@article{bb145824,
        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#TT141764"}

@article{bb145825,
        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#TT141765"}

@inproceedings{bb145826,
        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#TT141766"}

@inproceedings{bb145827,
        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#TT141767"}

@inproceedings{bb145828,
        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#TT141768"}

@article{bb145829,
        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#TT141769"}

@article{bb145830,
        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#TT141770"}

@inproceedings{bb145831,
        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#TT141771"}

@inproceedings{bb145832,
        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#TT141772"}

@inproceedings{bb145833,
        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#TT141773"}

@article{bb145834,
        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#TT141774"}

@article{bb145835,
        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#TT141775"}

@article{bb145836,
        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#TT141776"}

@article{bb145837,
        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#TT141777"}

@article{bb145838,
        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#TT141778"}

@inproceedings{bb145839,
        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#TT141779"}

@inproceedings{bb145840,
        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#TT141780"}

@article{bb145841,
        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#TT141781"}

@article{bb145842,
        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#TT141782"}

@article{bb145843,
        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#TT141783"}

@article{bb145844,
        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#TT141784"}

@article{bb145845,
        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#TT141785"}

@article{bb145846,
        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#TT141786"}

@article{bb145847,
        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#TT141787"}

@article{bb145848,
        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#TT141788"}

@article{bb145849,
        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#TT141789"}

@article{bb145850,
        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#TT141790"}

@inproceedings{bb145851,
        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#TT141791"}

@article{bb145852,
        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#TT141792"}

@article{bb145853,
        AUTHOR = "Hanriot, V.M. and Salis, T.T. and Torres, L.C.B. and Coelho, F. and Braga, A.P.",
        TITLE = "Large margin classifier with graph-based adaptive regularization",
        JOURNAL = PRL,
        VOLUME = "198",
        YEAR = "2025",
        PAGES = "43-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT141793"}

@article{bb145854,
        AUTHOR = "Meng, W.Y. and Li, Y. and Zhang, F. and Gao, X.Y. and Ma, J.B.",
        TITLE = "Developing distance-based genetic programming classifiers by
reconstructing datasets for imbalanced binary classification",
        JOURNAL = PR,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "112825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT141794"}

@article{bb145855,
        AUTHOR = "Le, Z. and Lv, S. and Chen, Z. and Zhou, M.Y. and Yuan, R.H. and Liao, H. and Mao, R.",
        TITLE = "Rebalancing classes in binary classification with Bayes classifiers",
        JOURNAL = PR,
        VOLUME = "177",
        YEAR = "2026",
        PAGES = "113310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT141795"}

@inproceedings{bb145856,
        AUTHOR = "Zamzam, O. and Akrami, H. and Soltanolkotabi, M. and Leahy, R.",
        TITLE = "Learning from PU Data Using Disentangled Representations",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1624-1629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT141796"}

@inproceedings{bb145857,
        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#TT141797"}

@inproceedings{bb145858,
        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#TT141798"}

@inproceedings{bb145859,
        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#TT141799"}

@inproceedings{bb145860,
        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#TT141800"}

@inproceedings{bb145861,
        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#TT141801"}

@inproceedings{bb145862,
        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#TT141802"}

@inproceedings{bb145863,
        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#TT141803"}

@inproceedings{bb145864,
        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#TT141804"}

@inproceedings{bb145865,
        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#TT141805"}

@article{bb145866,
        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#TT141806"}

@article{bb145867,
        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#TT141807"}

@article{bb145868,
        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#TT141808"}

@article{bb145869,
        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#TT141809"}

@article{bb145870,
        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#TT141810"}

@article{bb145871,
        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#TT141811"}

@article{bb145872,
        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#TT141812"}

@article{bb145873,
        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#TT141813"}

@article{bb145874,
        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#TT141814"}

@article{bb145875,
        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#TT141815"}

@article{bb145876,
        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#TT141816"}

@article{bb145877,
        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#TT141817"}

@article{bb145878,
        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#TT141818"}

@article{bb145879,
        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#TT141819"}

@article{bb145880,
        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#TT141820"}

@article{bb145881,
        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#TT141821"}

@article{bb145882,
        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#TT141822"}

@article{bb145883,
        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#TT141823"}

@inproceedings{bb145884,
        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#TT141824"}

@article{bb145885,
        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#TT141825"}

@article{bb145886,
        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#TT141826"}

@article{bb145887,
        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#TT141827"}

@article{bb145888,
        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#TT141828"}

@article{bb145889,
        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#TT141829"}

@article{bb145890,
        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#TT141830"}

@article{bb145891,
        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#TT141831"}

@article{bb145892,
        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#TT141832"}

@article{bb145893,
        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#TT141833"}

@article{bb145894,
        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#TT141834"}

@article{bb145895,
        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#TT141835"}

@article{bb145896,
        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#TT141836"}

@article{bb145897,
        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#TT141837"}

@article{bb145898,
        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#TT141838"}

@article{bb145899,
        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#TT141839"}