@inproceedings{bb148900,
AUTHOR = "Hoque, S. and Sirlantzis, K. and Fairhurst, M.C.",
TITLE = "Bit plane decomposition and the scanning n-tuple classifier",
BOOKTITLE = FHR02,
YEAR = "2002",
PAGES = "207-211",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144825"}
@inproceedings{bb148901,
AUTHOR = "Li, C.H.",
TITLE = "Constrained Minimum Cut for Classification Using Labeled
and Unlabeled Data",
BOOKTITLE = CVPR01,
YEAR = "2001",
PAGES = "II:597-602",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144826"}
@inproceedings{bb148902,
AUTHOR = "Chen, H. and Meer, P. and Tyler, D.E.",
TITLE = "Robust Regression for Data with Multiple Structures",
BOOKTITLE = CVPR01,
YEAR = "2001",
PAGES = "I:1069-1075",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144827"}
@inproceedings{bb148903,
AUTHOR = "Duin, R.P.W.",
TITLE = "Classifiers in Almost Empty Spaces",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144828"}
@inproceedings{bb148904,
AUTHOR = "Hartelius, K.",
TITLE = "A CART Extension using Quadratic Decision Borders",
BOOKTITLE = SCIA99,
YEAR = "1999",
PAGES = "Statistical Methods",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144829"}
@inproceedings{bb148905,
AUTHOR = "Erenshteyn, R. and Saxe, D. and Laskov, P. and Foulds, R.",
TITLE = "Distributed output encoding for multi-class pattern recognition",
BOOKTITLE = CIAP99,
YEAR = "1999",
PAGES = "229-234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144830"}
@inproceedings{bb148906,
AUTHOR = "Abrantes, A.J. and Marques, J.S.",
TITLE = "A Method for Dynamic Clustering of Data",
BOOKTITLE = BMVC98,
YEAR = "1998",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144831"}
@inproceedings{bb148907,
AUTHOR = "Simon, U. and Berndtgen, M.",
TITLE = "WaveStat: Cluster Analysis of Image Data and Wavelet Coefficients",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol II: 1622-1625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144832"}
@inproceedings{bb148908,
AUTHOR = "Shah, S. and Aggarwal, J.",
TITLE = "A Hybrid Architecture for Performance Reasoning in
Classification Systems",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol I: 326-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144833"}
@inproceedings{bb148909,
AUTHOR = "Le Bourgeois, F. and Frelicot, C.",
TITLE = "A Pretopology-Based Supervised Pattern Classifier",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol I: 106-109",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144834"}
@inproceedings{bb148910,
AUTHOR = "Le Bourgeois, F. and Emptoz, H.",
TITLE = "Pretopological approach for supervised learning",
BOOKTITLE = ICPR96,
YEAR = "1996",
PAGES = "IV: 256-260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144835"}
@inproceedings{bb148911,
AUTHOR = "Ho, T. and Kleinberg, E.",
TITLE = "Building Projectable Classifiers of Arbitrary Complexity",
BOOKTITLE = ICPR96,
YEAR = "1996",
PAGES = "II: 880-885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144836"}
@inproceedings{bb148912,
AUTHOR = "Sinclair, D.",
TITLE = "Cluster Based Texture Analysis",
BOOKTITLE = ICPR96,
YEAR = "1996",
PAGES = "II: 825-829",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT144837"}
@inproceedings{bb148913,
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#TT144838"}
@inproceedings{bb148914,
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#TT144839"}
@inproceedings{bb148915,
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#TT144840"}
@inproceedings{bb148916,
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#TT144841"}
@article{bb148917,
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#TT144842"}
@article{bb148918,
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#TT144843"}
@article{bb148919,
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#TT144844"}
@article{bb148920,
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#TT144845"}
@article{bb148921,
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#TT144846"}
@article{bb148922,
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#TT144847"}
@article{bb148923,
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#TT144848"}
@article{bb148924,
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#TT144849"}
@article{bb148925,
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#TT144850"}
@article{bb148926,
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#TT144851"}
@article{bb148927,
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#TT144852"}
@article{bb148928,
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#TT144853"}
@inproceedings{bb148929,
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#TT144854"}
@inproceedings{bb148930,
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#TT144855"}
@inproceedings{bb148931,
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#TT144856"}
@article{bb148932,
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#TT144857"}
@article{bb148933,
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#TT144858"}
@article{bb148934,
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#TT144859"}
@article{bb148935,
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#TT144860"}
@article{bb148936,
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#TT144861"}
@article{bb148937,
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#TT144862"}
@article{bb148938,
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#TT144863"}
@article{bb148939,
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#TT144864"}
@article{bb148940,
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#TT144865"}
@article{bb148941,
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#TT144866"}
@article{bb148942,
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#TT144867"}
@article{bb148943,
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#TT144868"}
@article{bb148944,
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#TT144869"}
@article{bb148945,
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#TT144870"}
@article{bb148946,
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#TT144871"}
@article{bb148947,
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#TT144872"}
@inproceedings{bb148948,
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#TT144873"}
@inproceedings{bb148949,
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#TT144874"}
@inproceedings{bb148950,
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#TT144875"}
@article{bb148951,
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#TT144876"}
@article{bb148952,
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#TT144877"}
@inproceedings{bb148953,
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#TT144878"}
@inproceedings{bb148954,
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#TT144879"}
@inproceedings{bb148955,
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#TT144880"}
@article{bb148956,
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#TT144881"}
@article{bb148957,
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#TT144882"}
@article{bb148958,
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#TT144883"}
@article{bb148959,
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#TT144884"}
@article{bb148960,
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#TT144885"}
@inproceedings{bb148961,
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#TT144886"}
@inproceedings{bb148962,
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#TT144887"}
@article{bb148963,
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#TT144888"}
@article{bb148964,
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#TT144889"}
@article{bb148965,
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#TT144890"}
@article{bb148966,
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#TT144891"}
@article{bb148967,
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#TT144892"}
@article{bb148968,
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#TT144893"}
@article{bb148969,
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#TT144894"}
@article{bb148970,
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#TT144895"}
@article{bb148971,
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#TT144896"}
@article{bb148972,
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#TT144897"}
@inproceedings{bb148973,
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#TT144898"}
@article{bb148974,
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#TT144899"}
@article{bb148975,
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#TT144900"}
@article{bb148976,
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#TT144901"}
@article{bb148977,
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#TT144902"}
@article{bb148978,
AUTHOR = "Wei, W. and Shang, H.F. and Li, H.J. and Chen, Z. and Yan, J. and Du, J.W.",
TITLE = "BiNE-MC: Bipartite network representation learning with multi-order
collaborative constrains",
JOURNAL = PRL,
VOLUME = "207",
YEAR = "2026",
PAGES = "200-207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614bc1.html#TT144903"}
@inproceedings{bb148979,
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#TT144904"}
@inproceedings{bb148980,
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#TT144905"}
@inproceedings{bb148981,
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#TT144906"}
@inproceedings{bb148982,
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#TT144907"}
@inproceedings{bb148983,
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#TT144908"}
@inproceedings{bb148984,
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#TT144909"}
@inproceedings{bb148985,
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#TT144910"}
@inproceedings{bb148986,
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#TT144911"}
@inproceedings{bb148987,
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#TT144912"}
@inproceedings{bb148988,
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#TT144913"}
@article{bb148989,
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#TT144914"}
@article{bb148990,
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#TT144915"}
@article{bb148991,
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#TT144916"}
@article{bb148992,
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#TT144917"}
@article{bb148993,
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#TT144918"}
@article{bb148994,
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#TT144919"}
@article{bb148995,
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#TT144920"}
@article{bb148996,
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#TT144921"}
@article{bb148997,
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#TT144922"}
@article{bb148998,
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#TT144923"}
@article{bb148999,
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#TT144924"}
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