@article{bb151500,
        AUTHOR = "Amador, J.J.",
        TITLE = "Sequential clustering by statistical methodology",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2152-2163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147418"}

@article{bb151501,
        AUTHOR = "Dutta, M. and Mahanta, A.K. and Pujari, A.K.",
        TITLE = "QROCK: A quick version of the ROCK algorithm for clustering of
categorical data",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2364-2373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147419"}

@article{bb151502,
        AUTHOR = "Zilong, G. and Sun'an, W. and Jian, Z.",
        TITLE = "A novel immune evolutionary algorithm incorporating chaos optimization",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "2-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147420"}

@article{bb151503,
        AUTHOR = "Nock, R. and Nielsen, F.",
        TITLE = "On Weighting Clustering",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1223-1235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147421"}

@inproceedings{bb151504,
        AUTHOR = "Nock, R. and Nielsen, F.",
        TITLE = "Improving clustering algorithms through constrained convex optimization",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 557-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147422"}

@article{bb151505,
        AUTHOR = "Nock, R. and Nielsen, F.",
        TITLE = "Bregman Divergences and Surrogates for Learning",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2048-2059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147423"}

@inproceedings{bb151506,
        AUTHOR = "Nielsen, F. and Nock, R.",
        TITLE = "Bregman sided and symmetrized centroids",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147424"}

@article{bb151507,
        AUTHOR = "Nielsen, F. and Nock, R.",
        TITLE = "Optimal Interval Clustering: Application to Bregman Clustering and
Statistical Mixture Learning",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1289-1292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147425"}

@inproceedings{bb151508,
        AUTHOR = "Nielsen, F. and Nock, R.",
        TITLE = "Clustering Multivariate Normal Distributions",
        BOOKTITLE = ETVC08,
        YEAR = "2008",
        PAGES = "164-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147426"}

@article{bb151509,
        AUTHOR = "Nielsen, F. and Nock, R.",
        TITLE = "Generalizing Skew Jensen Divergences and Bregman Divergences With
Comparative Convexity",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1123-1127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147427"}

@inproceedings{bb151510,
        AUTHOR = "Nock, R. and Nielsen, F.",
        TITLE = "On the efficient minimization of convex surrogates in supervised
learning",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147428"}

@inproceedings{bb151511,
        AUTHOR = "Nock, R. and Nielsen, F.",
        TITLE = "Intrinsic Geometries in Learning",
        BOOKTITLE = ETVC08,
        YEAR = "2008",
        PAGES = "175-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147429"}

@article{bb151512,
        AUTHOR = "Nielsen, F. and Nock, R.",
        TITLE = "On the chi square and higher-order chi distances for approximating
f-divergences",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "10-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147430"}

@article{bb151513,
        AUTHOR = "Nock, R. and Vaillant, P. and Henry, C. and Nielsen, F.",
        TITLE = "Soft memberships for spectral clustering, with application to permeable
language distinction",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "43-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147431"}

@article{bb151514,
        AUTHOR = "Kushnir, D. and Galun, M. and Brandt, A.",
        TITLE = "Fast multiscale clustering and manifold identification",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1876-1891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147432"}

@article{bb151515,
        AUTHOR = "Kushnir, D. and Galun, M. and Brandt, A.",
        TITLE = "Efficient Multilevel Eigensolvers with Applications to Data Analysis
Tasks",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1377-1391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147433"}

@article{bb151516,
        AUTHOR = "Martinez Otzeta, J.M. and Sierra, B. and Lazkano, E. and Astigarraga, A.",
        TITLE = "Classifier hierarchy learning by means of genetic algorithms",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1998-2004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147434"}

@inproceedings{bb151517,
        AUTHOR = "Martinez Otzeta, J.M. and Sierra, B. and Lazkano, E. and Jauregi, E. and Yurramendi, Y.",
        TITLE = "Analyzing Classifier Hierarchy Multiclassifier Learning",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "775-782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147435"}

@article{bb151518,
        AUTHOR = "Cao, F. and Delon, J. and Desolneux, A. and Muse, P. and Sur, F.",
        TITLE = "A Unified Framework for Detecting Groups and Application to Shape
Recognition",
        JOURNAL = JMIV,
        VOLUME = "27",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "91-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147436"}

@article{bb151519,
        AUTHOR = "Santos, J.M. and de Sa, J.M. and Alexandre, L.A.",
        TITLE = "LEGClust: A Clustering Algorithm Based on Layered Entropic Subgraphs",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "62-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147437"}

@article{bb151520,
        AUTHOR = "Goldberger, J. and Tassa, T.",
        TITLE = "A hierarchical clustering algorithm based on the Hungarian method",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1632-1638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147438"}

@article{bb151521,
        AUTHOR = "Dang, E.K.F. and Luk, R.W.P. and Lee, D.L. and Ho, K.S. and Chan, S.C.F.",
        TITLE = "Optimal Combination of Nested Clusters by a Greedy Approximation
Algorithm",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2083-2087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147439"}

@article{bb151522,
        AUTHOR = "Li, X.T. and Ye, Y.M. and Li, M.J.J. and Ng, M.K.",
        TITLE = "On cluster tree for nested and multi-density data clustering",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3130-3143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147440"}

@article{bb151523,
        AUTHOR = "Tang, X.Q. and Zhu, P. and Cheng, J.X.",
        TITLE = "The structural clustering and analysis of metric based on granular
space",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3768-3786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147441"}

@article{bb151524,
        AUTHOR = "Perina, A. and Cristani, M. and Castellani, U. and Murino, V. and Jojic, N.",
        TITLE = "Free Energy Score Spaces: Using Generative Information in
Discriminative Classifiers",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1249-1262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147442"}

@inproceedings{bb151525,
        AUTHOR = "Bicego, M. and Perina, A. and Murino, V. and Martins, A.F.T. and Aguiar, P.M.Q. and Figueiredo, M.A.T.",
        TITLE = "Combining free energy score spaces with information theoretic kernels:
Application to scene classification",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "2661-2664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147443"}

@article{bb151526,
        AUTHOR = "Li, C.Z. and Xu, Z.B. and Luo, T.",
        TITLE = "A heuristic hierarchical clustering based on multiple similarity
measurements",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "155-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147444"}

@article{bb151527,
        AUTHOR = "Perez Suarez, A. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Medina Pagola, J.E.",
        TITLE = "An algorithm based on density and compactness for dynamic overlapping
clustering",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3040-3055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147445"}

@article{bb151528,
        AUTHOR = "Zhang, W. and Zhao, D.L. and Wang, X.G.",
        TITLE = "Agglomerative clustering via maximum incremental path integral",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3056-3065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147446"}

@article{bb151529,
        AUTHOR = "Kim, B.S. and Park, J.Y. and Gilbert, A.C. and Savarese, S.",
        TITLE = "Hierarchical classification of images by sparse approximation",
        JOURNAL = IVC,
        VOLUME = "31",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "982-991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147447"}

@inproceedings{bb151530,
        AUTHOR = "Kim, B.S. and Park, J.Y. and Mohan, A. and Gilbert, A.C. and Savarese, S.",
        TITLE = "Hierarchical Classification of Images by Sparse Approximation 1",
        BOOKTITLE = BMVC11,
        YEAR = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147448"}

@article{bb151531,
        AUTHOR = "Abin, A.A. and Beigy, H.",
        TITLE = "Active selection of clustering constraints: a sequential approach",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "1443-1458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147449"}

@article{bb151532,
        AUTHOR = "Abin, A.A. and Beigy, H.",
        TITLE = "Active constrained fuzzy clustering:
A multiple kernels learning approach",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "953-967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147450"}

@article{bb151533,
        AUTHOR = "Lotfi, A. and Moradi, P. and Beigy, H.",
        TITLE = "Density peaks clustering based on density backbone and fuzzy
neighborhood",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147451"}

@article{bb151534,
        AUTHOR = "Abin, A.A.",
        TITLE = "Clustering with side information:
Further efforts to improve efficiency",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "252-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147452"}

@article{bb151535,
        AUTHOR = "Sharmila, T.S. and Ramar, K. and Raja, T.S.R.",
        TITLE = "Impact of applying pre-processing techniques for improving
classification accuracy",
        JOURNAL = SIViP,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "149-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147453"}

@article{bb151536,
        AUTHOR = "Zhu, S. and Wei, X.Y. and Ngo, C.W.",
        TITLE = "Collaborative error reduction for hierarchical classification",
        JOURNAL = CVIU,
        VOLUME = "124",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "79-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147454"}

@article{bb151537,
        AUTHOR = "Huang, X. and Lu, Q. and Zhang, L. and Plaza, A.",
        TITLE = "New Postprocessing Methods for Remote Sensing Image Classification:
A Systematic Study",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7140-7159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147455"}

@article{bb151538,
        AUTHOR = "Huang, S.J. and Jin, R. and Zhou, Z.H.",
        TITLE = "Active Learning by Querying Informative and Representative Examples",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1936-1949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147456"}

@article{bb151539,
        AUTHOR = "Espinola, M. and Piedra Fernandez, J.A. and Ayala, R. and Iribarne, L. and Wang, J.Z.",
        TITLE = "Contextual and Hierarchical Classification of Satellite Images Based
on Cellular Automata",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "795-809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147457"}

@article{bb151540,
        AUTHOR = "de Morsier, F. and Tuia, D. and Borgeaud, M. and Gass, V. and Thiran, J.P.",
        TITLE = "Cluster validity measure and merging system for hierarchical
clustering considering outliers",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "1478-1489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147458"}

@article{bb151541,
        AUTHOR = "de Morsier, F. and Borgeaud, M. and Gass, V. and Thiran, J.P. and Tuia, D.",
        TITLE = "Kernel Low-Rank and Sparse Graph for Unsupervised and Semi-Supervised
Classification of Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3410-3420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147459"}

@article{bb151542,
        AUTHOR = "Leski, J.M. and Kotas, M.",
        TITLE = "Hierarchical clustering with planar segments as prototypes",
        JOURNAL = PRL,
        VOLUME = "54",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147460"}

@article{bb151543,
        AUTHOR = "Mall, R. and Mehrkanoon, S. and Suykens, J.A.K.",
        TITLE = "Identifying intervals for hierarchical clustering using the
Gershgorin circle theorem",
        JOURNAL = PRL,
        VOLUME = "55",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147461"}

@article{bb151544,
        AUTHOR = "Mehrkanoon, S. and Huang, X.L. and Suykens, J.A.K.",
        TITLE = "Indefinite kernel spectral learning",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "144-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147462"}

@article{bb151545,
        AUTHOR = "He, M.Z. and He, F. and Shi, L. and Huang, X.L. and Suykens, J.A.K.",
        TITLE = "Learning With Asymmetric Kernels:
Least Squares and Feature Interpretation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "10044-10054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147463"}

@article{bb151546,
        AUTHOR = "Lian, C.F. and Ruan, S. and Denœux, T.",
        TITLE = "An evidential classifier based on feature selection and two-step
classification strategy",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "7",
        PAGES = "2318-2327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147464"}

@article{bb151547,
        AUTHOR = "Zhong, C.M. and Yue, X.D. and Lei, J.S.",
        TITLE = "Visual hierarchical cluster structure: A refined co-association
matrix based visual assessment of cluster tendency",
        JOURNAL = PRL,
        VOLUME = "59",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "48-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147465"}

@article{bb151548,
        AUTHOR = "Gillis, N. and Kuang, D. and Park, H.S.",
        TITLE = "Hierarchical Clustering of Hyperspectral Images Using Rank-Two
Nonnegative Matrix Factorization",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2066-2078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147466"}

@article{bb151549,
        AUTHOR = "Najjar, A. and Ogawa, T. and Haseyama, M.",
        TITLE = "Bregman pooling: feature-space local pooling for image classification",
        JOURNAL = MultInfoRetr,
        VOLUME = "4",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "247-259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147467"}

@article{bb151550,
        AUTHOR = "Bakoben, M. and Bellotti, A. and Adams, N.M.",
        TITLE = "Improving clustering performance by incorporating uncertainty",
        JOURNAL = PRL,
        VOLUME = "77",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "28-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147468"}

@article{bb151551,
        AUTHOR = "Wu, H. and Liu, B.Z. and Su, W.H. and Zhang, W.C. and Sun, J.G.",
        TITLE = "Hierarchical Coding Vectors for Scene Level Land-Use Classification",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "5",
        PAGES = "436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147469"}

@article{bb151552,
        AUTHOR = "Alsahwa, B. and Solaiman, B. and Almouahed, S. and Bosse, E. and Gueriot, D.",
        TITLE = "Iterative Refinement of Possibility Distributions by Learning for
Pixel-Based Classification",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3533-3545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147470"}

@article{bb151553,
        AUTHOR = "Zhuo, Z.L. and Zhang, X.S. and Niu, W. and Yang, G.W. and Zhang, J.Z.",
        TITLE = "Improving data field hierarchical clustering using Barnes-Hut
algorithm",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "113-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147471"}

@article{bb151554,
        AUTHOR = "Hoyoux, T. and Rodriguez Sanchez, A.J. and Piater, J.H.",
        TITLE = "Can Computer Vision Problems Benefit from Structured Hierarchical
Classification?",
        JOURNAL = MVA,
        VOLUME = "27",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "November",
        PAGES = "1299-1312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147472"}

@inproceedings{bb151555,
        AUTHOR = "Piater, J.H. and Rodriguez Sanchez, A.J. and Hoyoux, T.",
        TITLE = "Can Computer Vision Problems Benefit from Structured Hierarchical
Classification?",
        BOOKTITLE = CAIP15,
        YEAR = "2015",
        PAGES = "II:403-414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147472"}

@article{bb151556,
        AUTHOR = "Li, S.N. and Li, W.J. and Qiu, J.",
        TITLE = "A Novel Divisive Hierarchical Clustering Algorithm for Geospatial
Analysis",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147473"}

@article{bb151557,
        AUTHOR = "Yang, C.X. and Ye, M. and Tang, S. and Xiang, T. and Liu, Z.J.",
        TITLE = "Semi-supervised low-rank representation for image classification",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "73-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147474"}

@article{bb151558,
        AUTHOR = "Cheng, F.Y. and He, X.M. and Zhang, H.",
        TITLE = "Stacked Learning to Search for Scene Labeling",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1887-1898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147475"}

@article{bb151559,
        AUTHOR = "Bertini Junior, J.R. and do Carmo Nicoletti, M.",
        TITLE = "Enhancing classification performance using attribute-oriented
functionally expanded data",
        JOURNAL = PRL,
        VOLUME = "89",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "39-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147476"}

@article{bb151560,
        AUTHOR = "Garcia Piquer, A. and Bacardit, J. and Fornells, A. and Golobardes, E.",
        TITLE = "Scaling-up multiobjective evolutionary clustering algorithms using
stratification",
        JOURNAL = PRL,
        VOLUME = "93",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "69-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147477"}

@article{bb151561,
        AUTHOR = "Wang, L.G. and Huang, X. and Zheng, C. and Zhang, Y.",
        TITLE = "A Markov random field integrating spectral dissimilarity and class
co-occurrence dependency for remote sensing image classification
optimization",
        JOURNAL = PandRS,
        VOLUME = "128",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "223-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147478"}

@article{bb151562,
        AUTHOR = "Mondal, S.A.",
        TITLE = "An improved approximation algorithm for hierarchical clustering",
        JOURNAL = PRL,
        VOLUME = "104",
        YEAR = "2018",
        PAGES = "23-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147479"}

@article{bb151563,
        AUTHOR = "Yang, Y. and Li, B. and Li, P. and Liu, Q.",
        TITLE = "A Two-Stage Clustering Based 3D Visual Saliency Model for Dynamic
Scenarios",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "809-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147480"}

@article{bb151564,
        AUTHOR = "Oh, K.W. and Choi, K.S.",
        TITLE = "Acceleration of simple linear iterative clustering using early
candidate cluster exclusion",
        JOURNAL = RealTimeIP,
        VOLUME = "16",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "945-956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147481"}

@inproceedings{bb151565,
        AUTHOR = "Choi, K.S. and Oh, K.W.",
        TITLE = "Fast Simple Linear Iterative Clustering by Early Candidate Cluster
Elimination",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "579-586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147482"}

@article{bb151566,
        AUTHOR = "Whang, J.J.Y. and Hou, Y.Y. and Gleich, D.F. and Dhillon, I.S.",
        TITLE = "Non-Exhaustive, Overlapping Clustering",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2644-2659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147483"}

@article{bb151567,
        AUTHOR = "Zhang, J. and Zhang, M. and Shi, L. and Yan, W.J. and Pan, B.",
        TITLE = "A Multi-Scale Approach for Remote Sensing Scene Classification Based
on Feature Maps Selection and Region Representation",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "21",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147484"}

@article{bb151568,
        AUTHOR = "Huang, L. and Ma, Y.Q. and Liu, X.L.",
        TITLE = "A general non-parametric active learning framework for classification
on multiple manifolds",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "250-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147485"}

@article{bb151569,
        AUTHOR = "Lamb, D.S. and Downs, J. and Reader, S.",
        TITLE = "Space-Time Hierarchical Clustering for Identifying Clusters in
Spatiotemporal Point Data",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147486"}

@article{bb151570,
        AUTHOR = "Hao, X.H. and Wu, Y.Q. and Wang, P.",
        TITLE = "Angle Distance-Based Hierarchical Background Separation Method for
Hyperspectral Imagery Target Detection",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147487"}

@article{bb151571,
        AUTHOR = "Lin, Q.F. and Ling, Q.",
        TITLE = "Decentralized TD(0) With Gradient Tracking",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "723-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147488"}

@article{bb151572,
        AUTHOR = "Li, M. and Lei, L. and Tang, Y.Q. and Sun, Y. and Kuang, G.Y.",
        TITLE = "An Attention-Guided Multilayer Feature Aggregation Network for Remote
Sensing Image Scene Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "16",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147489"}

@article{bb151573,
        AUTHOR = "Xie, W.B. and Liu, Z. and Das, D. and Chen, B. and Srivastava, J.",
        TITLE = "Scalable clustering by aggregating representatives in hierarchical
groups",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147490"}

@article{bb151574,
        AUTHOR = "del Moral, P. and Nowaczyk, S. and Sant'Anna, A. and Pashami, S.",
        TITLE = "Pitfalls of assessing extracted hierarchies for multi-class
classification",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147491"}

@article{bb151575,
        AUTHOR = "Han, X. and Zhu, Y. and Ting, K.M. and Li, G.",
        TITLE = "The impact of isolation kernel on agglomerative hierarchical
clustering algorithms",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147492"}

@article{bb151576,
        AUTHOR = "Hao, P.Y. and Shi, K.J. and Tian, S.Y. and Wu, F.",
        TITLE = "Uncertainty-aware iterative learning for noisy-labeled medical image
segmentation",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "13",
        PAGES = "3830-3840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147493"}

@article{bb151577,
        AUTHOR = "Zhao, H.H.Y. and Wang, P. and Zhao, Y.Y. and Luo, H. and Wang, F. and Shou, M.Z.",
        TITLE = "SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient
Channels",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "731-749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147494"}

@article{bb151578,
        AUTHOR = "Zhao, Z.Y. and Gan, L.L. and Shen, T. and Kuang, K. and Wu, F.",
        TITLE = "Deconfounded hierarchical multi-granularity classification",
        JOURNAL = CVIU,
        VOLUME = "248",
        YEAR = "2024",
        PAGES = "104108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147495"}

@article{bb151579,
        AUTHOR = "Yao, J. and Pan, J. and Zeng, Y.",
        TITLE = "Gauging-delta-delta: A Non-Parametric Hierarchical Clustering
Algorithm",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4897-4907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147496"}

@article{bb151580,
        AUTHOR = "Yao, J. and Zeng, Y.",
        TITLE = "Gauging-beta: Border-aware hierarchical clustering based on density
and proximity",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147497"}

@article{bb151581,
        AUTHOR = "Yang, M.Y. and Shi, C.P. and Tan, K.N. and Wu, H.C. and Wang, S.H. and Wang, L.G.",
        TITLE = "HLAE-Net: A Hierarchical Lightweight Attention-Enhanced Strategy for
Remote Sensing Scene Image Classification",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "19",
        PAGES = "3279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147498"}

@article{bb151582,
        AUTHOR = "Qin, M. and Song, Y. and Zhao, Q.L. and Yang, X.D. and Che, Y.T. and Yang, X.H.",
        TITLE = "A3-FPN: Asymptotic content-aware pyramid attention network for dense
visual prediction",
        JOURNAL = PR,
        VOLUME = "179",
        YEAR = "2026",
        PAGES = "113793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147499"}

@article{bb151583,
        AUTHOR = "Wang, R.Z. and Cai, D. and Xiao, K.W. and Jia, X. and Han, X. and Meng, D.Y.",
        TITLE = "Label Hierarchy Transition:
Delving Into Class Hierarchies to Enhance Deep Classifiers",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "10112-10128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147500"}

@article{bb151584,
        AUTHOR = "Wang, C. and Li, L.L. and Jiao, L.C. and Zhao, J.X. and Liu, F. and Yang, S.Y.",
        TITLE = "Learning Evolution via Optimization Knowledge Adaptation",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "10442-10459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147501"}

@inproceedings{bb151585,
        AUTHOR = "Wang, C.K. and Zheng, W.Z. and Zhu, Z. and Zhou, J. and Lu, J.W.",
        TITLE = "OPERA: Omni-Supervised Representation Learning with Hierarchical
Supervisions",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5536-5547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147502"}

@inproceedings{bb151586,
        AUTHOR = "Chaudhuri, U. and Chaudhuri, S. and Chaudhuri, S.",
        TITLE = "GuCNet: A Guided Clustering-based Network for Improved Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7335-7342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147503"}

@inproceedings{bb151587,
        AUTHOR = "Chen, C. and Li, G.B. and Xu, R.J. and Chen, T.S. and Wang, M. and Lin, L.",
        TITLE = "ClusterNet: Deep Hierarchical Cluster Network With Rigorously
Rotation-Invariant Representation for Point Cloud Analysis",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4989-4997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147504"}

@inproceedings{bb151588,
        AUTHOR = "Montaldo, A. and Fronda, L. and Hedhli, I. and Moser, G. and Serpico, S.B. and Zerubia, J.",
        TITLE = "Causal Markov Mesh Hierarchical Modeling for the Contextual
Classification of Multiresolution Satellite Images",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2716-2720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147505"}

@inproceedings{bb151589,
        AUTHOR = "Saha, S. and Varma, G. and Jawahar, C.V.",
        TITLE = "Class2Str: End to End Latent Hierarchy Learning",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1000-1005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147506"}

@inproceedings{bb151590,
        AUTHOR = "Jose Garcia, A. and Gomez Flores, W.",
        TITLE = "Evolutionary Clustering Using Multi-prototype Representation and
Connectivity Criterion",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "63-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147507"}

@inproceedings{bb151591,
        AUTHOR = "Karray, E. and Loghmari, M.A. and Naceur, M.S.",
        TITLE = "High and low-level hierarchical classification as an efficient
analysis of remotely sensed hyperpectral data",
        BOOKTITLE = ISIVC16,
        YEAR = "2016",
        PAGES = "236-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147508"}

@inproceedings{bb151592,
        AUTHOR = "Klein, D.A. and Schulz, D. and Cremers, A.B.",
        TITLE = "Realtime Hierarchical Clustering Based on Boundary and Surface
Statistics",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "I: 3-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147509"}

@inproceedings{bb151593,
        AUTHOR = "Qian, B. and Shen, X.B. and Gu, Y.Y. and Tang, Z.M. and Ding, Y.H.",
        TITLE = "Double Constrained NMF for Partial Multi-View Clustering",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147510"}

@inproceedings{bb151594,
        AUTHOR = "Hedhli, I. and Moser, G. and Serpico, S.B. and Zerubia, J.B.",
        TITLE = "Contextual multi-scale image classification on quadtree",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1349-1353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147511"}

@inproceedings{bb151595,
        AUTHOR = "Romero, A.R. and Jayawardena, S. and Cox, M. and Borges, P.V.K.",
        TITLE = "Partitioning the Input Domain for Classification",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147512"}

@inproceedings{bb151596,
        AUTHOR = "Villalon Turrubiates, I.E.",
        TITLE = "A dynamical model to classify the content of multitemporal images
employing distributed computing techniques",
        BOOKTITLE = MultiTemp15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147513"}

@inproceedings{bb151597,
        AUTHOR = "Febrer Hernandez, J.K. and Hernandez Leon, R. and Hernandez Palancarr, J. and Feregrino Uribe, C.",
        TITLE = "Improving the Accuracy of the Sequential Patterns-Based Classifiers",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "708-715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147514"}

@inproceedings{bb151598,
        AUTHOR = "Aroche Villarruel, A.A. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Perez Suarez, A.",
        TITLE = "A Different Approach for Pruning Micro-clusters in Data Stream
Clustering",
        BOOKTITLE = MCPR15,
        YEAR = "2015",
        PAGES = "33-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147515"}

@inproceedings{bb151599,
        AUTHOR = "Mustafa, W. and Kraft, D. and Kruger, N.",
        TITLE = "Extracting Categories by Hierarchical Clustering Using Global
Relational Features",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "541-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147516"}

Last update:Oct 8, 2026 at 11:03:09