@inproceedings{bb138700, AUTHOR = "Zhu, H. and Huang, J.H. and Tang, X.L.", TITLE = "Comparing decision boundary curvature", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "III: 450-453", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134693"} @inproceedings{bb138701, AUTHOR = "Tomiya, M. and Kikuchi, S.", TITLE = "Application of Modified Counter-Propagation for Satellite Image Classification", BOOKTITLE = PCV02, YEAR = "2002", PAGES = "B: 277", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134694"} @inproceedings{bb138702, AUTHOR = "Veeramachaneni, S. and Fujisawa, H. and Liu, C.L. and Nagy, G.", TITLE = "Style-conscious quadratic field classifier", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 72-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134695"} @inproceedings{bb138703, AUTHOR = "Aujol, J.F. and Aubert, G. and Blanc Feraud, L.", TITLE = "Supervised classification for textured images", BOOKTITLE = INRIA, YEAR = "2002", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134696"} @inproceedings{bb138704, AUTHOR = "Aubert, G. and Blanc Feraud, L. and March, R.", TITLE = "Gamma-convergence of discrete functionals with non convex perturbation for image classification", BOOKTITLE = INRIA, YEAR = "2002", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134697"} @inproceedings{bb138705, AUTHOR = "Barata, T. and Pina, P.", TITLE = "Improving classification rates by modelling the clusters of trainings sets in features space using mathematical morphology operators", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 328-331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134698"} @inproceedings{bb138706, AUTHOR = "Pina, P. and Barata, T.", TITLE = "Improving classification rates by modelling the clusters of trainings sets in features space using mathematical morphology operators", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "IV: 90-93", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134698"} @inproceedings{bb138707, AUTHOR = "Carrilero, A.C. and Maitre, H. and Roux, M.", TITLE = "Material determination from reflectance properties in aerial urban images", BOOKTITLE = CIAP01, YEAR = "2001", PAGES = "553-558", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134699"} @inproceedings{bb138708, AUTHOR = "Elad, M. and Hel Or, Y. and Keshet, R.", TITLE = "Pattern Detection Using a Maximal Rejection Classifier", BOOKTITLE = VF01, YEAR = "2001", PAGES = "514 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134700"} @inproceedings{bb138709, AUTHOR = "de Souza, K.M.A. and Kent, J.T. and Mardia, K.V.", TITLE = "Estimation of Objects in Highly Variable Images Using Markov Chain Monte Carlo", BOOKTITLE = BMVC97, YEAR = "1997", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134701"} @inproceedings{bb138710, 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#TT134702"} @inproceedings{bb138711, 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#TT134703"} @inproceedings{bb138712, 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#TT134704"} @inproceedings{bb138713, 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#TT134705"} @inproceedings{bb138714, 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#TT134706"} @inproceedings{bb138715, 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#TT134707"} @inproceedings{bb138716, 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#TT134708"} @inproceedings{bb138717, 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#TT134709"} @inproceedings{bb138718, 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#TT134710"} @inproceedings{bb138719, 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#TT134711"} @inproceedings{bb138720, 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#TT134712"} @inproceedings{bb138721, 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#TT134713"} @inproceedings{bb138722, AUTHOR = "Sinclair, D.", TITLE = "Cluster Based Texture Analysis", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "II: 825-829", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern613.html#TT134714"} @inproceedings{bb138723, 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#TT134715"} @inproceedings{bb138724, 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#TT134716"} @inproceedings{bb138725, 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#TT134717"} @inproceedings{bb138726, 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#TT134718"} @article{bb138727, 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#TT134719"} @article{bb138728, 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#TT134720"} @article{bb138729, 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#TT134721"} @article{bb138730, 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#TT134722"} @article{bb138731, 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#TT134723"} @article{bb138732, 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#TT134724"} @article{bb138733, 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#TT134725"} @article{bb138734, 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#TT134726"} @article{bb138735, 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#TT134727"} @article{bb138736, 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#TT134728"} @article{bb138737, 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#TT134729"} @article{bb138738, 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#TT134730"} @inproceedings{bb138739, 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#TT134731"} @inproceedings{bb138740, 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#TT134732"} @inproceedings{bb138741, 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#TT134733"} @article{bb138742, 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#TT134734"} @article{bb138743, 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#TT134735"} @article{bb138744, 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#TT134736"} @article{bb138745, 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#TT134737"} @article{bb138746, 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#TT134738"} @article{bb138747, 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#TT134739"} @article{bb138748, 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#TT134740"} @article{bb138749, 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#TT134741"} @article{bb138750, 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#TT134742"} @article{bb138751, 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#TT134743"} @article{bb138752, 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#TT134744"} @article{bb138753, 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#TT134745"} @article{bb138754, 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#TT134746"} @article{bb138755, 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#TT134747"} @article{bb138756, 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#TT134748"} @article{bb138757, 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#TT134749"} @inproceedings{bb138758, 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#TT134750"} @inproceedings{bb138759, 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#TT134751"} @inproceedings{bb138760, 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#TT134752"} @article{bb138761, 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#TT134753"} @article{bb138762, 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#TT134754"} @inproceedings{bb138763, 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#TT134755"} @inproceedings{bb138764, 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#TT134756"} @inproceedings{bb138765, 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#TT134757"} @article{bb138766, 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#TT134758"} @article{bb138767, 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#TT134759"} @article{bb138768, 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#TT134760"} @article{bb138769, 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#TT134761"} @article{bb138770, 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#TT134762"} @inproceedings{bb138771, 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#TT134763"} @inproceedings{bb138772, 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#TT134764"} @article{bb138773, 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#TT134765"} @article{bb138774, 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#TT134766"} @article{bb138775, 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#TT134767"} @article{bb138776, 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#TT134768"} @article{bb138777, 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#TT134769"} @article{bb138778, 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#TT134770"} @article{bb138779, 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#TT134771"} @article{bb138780, 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#TT134772"} @article{bb138781, 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#TT134773"} @article{bb138782, 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#TT134774"} @inproceedings{bb138783, 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#TT134775"} @article{bb138784, 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#TT134776"} @inproceedings{bb138785, 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#TT134777"} @inproceedings{bb138786, 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#TT134778"} @inproceedings{bb138787, 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#TT134779"} @inproceedings{bb138788, 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#TT134780"} @inproceedings{bb138789, 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#TT134781"} @inproceedings{bb138790, 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#TT134782"} @inproceedings{bb138791, 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#TT134783"} @inproceedings{bb138792, 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#TT134784"} @inproceedings{bb138793, 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#TT134785"} @article{bb138794, AUTHOR = "He, C. and Girolami, M.A. and Ross, G.", TITLE = "Employing optimized combinations of one-class classifiers for automated currency validation", JOURNAL = PR, VOLUME = "37", YEAR = "2004", NUMBER = "6", MONTH = "June", PAGES = "1085-1096", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT134786"} @article{bb138795, AUTHOR = "Wang, D. and Yeung, D.S. and Tsang, E.C.C.", TITLE = "Structured One-Class Classification", JOURNAL = SMC-B, VOLUME = "36", YEAR = "2006", NUMBER = "6", MONTH = "December", PAGES = "1283-1295", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT134787"} @article{bb138796, AUTHOR = "Angiulli, F.", TITLE = "Prototype-Based Domain Description for One-Class Classification", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "6", MONTH = "June", PAGES = "1131-1144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT134788"} @article{bb138797, AUTHOR = "Kwak, N. and Oh, J.Y.", TITLE = "Feature extraction for one-class classification problems: Enhancements to biased discriminant analysis", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "1", MONTH = "January", PAGES = "17-26", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT134789"} @article{bb138798, AUTHOR = "Oh, J.Y. and Kwak, N.", TITLE = "Generalized mean for robust principal component analysis", JOURNAL = PR, VOLUME = "54", YEAR = "2016", NUMBER = "1", PAGES = "116-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT134790"} @article{bb138799, AUTHOR = "Oh, J.H. and Kwak, N.", TITLE = "Generalization of linear discriminant analysis using -norm", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "6", MONTH = "April", PAGES = "679-685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614oc1.html#TT134791"}