@article{bb145100,
AUTHOR = "Schuermann, J. and Doster, W.",
TITLE = "A decision theoretic approach to hierarchical classifier design",
JOURNAL = PR,
VOLUME = "17",
YEAR = "1984",
NUMBER = "3",
PAGES = "359-369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141078"}
@article{bb145101,
AUTHOR = "Lopez de Mantaras, R. and Aguilar Martin, J.",
TITLE = "Self-learning pattern classification using a sequential clustering
technique",
JOURNAL = PR,
VOLUME = "18",
YEAR = "1985",
NUMBER = "3-4",
PAGES = "271-277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141079"}
@article{bb145102,
AUTHOR = "Jain, N.C. and Indrayan, A. and Goel, L.R.",
TITLE = "Monte Carlo comparison of six hierarchical clustering methods on random
data",
JOURNAL = PR,
VOLUME = "19",
YEAR = "1986",
NUMBER = "1",
PAGES = "95-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141080"}
@article{bb145103,
AUTHOR = "Plastria, F.",
TITLE = "Two hierarchies associated with each clustering scheme",
JOURNAL = PR,
VOLUME = "19",
YEAR = "1986",
NUMBER = "2",
PAGES = "193-196",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141081"}
@article{bb145104,
AUTHOR = "Kurzynski, M.W.",
TITLE = "On the Identity of Optimal Strategies for Multistage Classifiers",
JOURNAL = PRL,
VOLUME = "10",
YEAR = "1989",
NUMBER = "1",
PAGES = "39-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141082"}
@inproceedings{bb145105,
AUTHOR = "Kurzynski, M.W. and Puchala, E. and Blinowska, A.",
TITLE = "A branch-and-bound algorithm for optimization of multiperspective
classifier",
BOOKTITLE = ICPR94,
YEAR = "1994",
PAGES = "B:235-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141083"}
@inproceedings{bb145106,
AUTHOR = "Kurzynski, M.W. and Puchala, E.",
TITLE = "Algorithms of the multiperspective pattern recognition",
BOOKTITLE = ICPR92,
YEAR = "1992",
PAGES = "II:627-630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141084"}
@article{bb145107,
AUTHOR = "Spivak, S.",
TITLE = "A multisurface method for pattern classification",
JOURNAL = PR,
VOLUME = "22",
YEAR = "1989",
NUMBER = "5",
PAGES = "587-591",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141085"}
@article{bb145108,
AUTHOR = "Spivak, S.",
TITLE = "Some properties of the multisurface method for pattern classification",
JOURNAL = PR,
VOLUME = "24",
YEAR = "1991",
NUMBER = "4",
PAGES = "325-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141086"}
@article{bb145109,
AUTHOR = "Li, X.",
TITLE = "Parallel algorithms for hierarchical clustering and cluster validity",
JOURNAL = PAMI,
VOLUME = "12",
YEAR = "1990",
NUMBER = "11",
MONTH = "November",
PAGES = "1088-1092",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141087"}
@article{bb145110,
AUTHOR = "Murtagh, F.",
TITLE = "Comments on 'Parallel algorithms for hierarchical clustering and
cluster validity'",
JOURNAL = PAMI,
VOLUME = "14",
YEAR = "1992",
NUMBER = "10",
MONTH = "October",
PAGES = "1056-1057",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141088"}
@article{bb145111,
AUTHOR = "Zhang, Q.W. and Boyle, R.D.",
TITLE = "A new clustering algorithm with multiple runs of iterative procedures",
JOURNAL = PR,
VOLUME = "24",
YEAR = "1991",
NUMBER = "9",
PAGES = "835-848",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141089"}
@article{bb145112,
AUTHOR = "Chan, K.P. and Cheung, Y.S.",
TITLE = "Clustering of clusters",
JOURNAL = PR,
VOLUME = "25",
YEAR = "1992",
NUMBER = "2",
MONTH = "February",
PAGES = "211-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141090"}
@article{bb145113,
AUTHOR = "Liaw, J.N. and Kashyap, R.L.",
TITLE = "A new sequential classifier using information criterion window",
JOURNAL = PR,
VOLUME = "27",
YEAR = "1994",
NUMBER = "10",
MONTH = "October",
PAGES = "1423-1438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141091"}
@article{bb145114,
AUTHOR = "Zavaljevski, A. and Dhawan, A.P. and Kelch, D.J. and Riddell, J.",
TITLE = "Adaptive Multilevel Classification and Detection in
Multispectral Images",
JOURNAL = OptEng,
VOLUME = "35",
YEAR = "1996",
NUMBER = "10",
MONTH = "October",
PAGES = "2884-2893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141092"}
@article{bb145115,
AUTHOR = "El Sonbaty, Y. and Ismail, M.A.",
TITLE = "On-line hierarchical clustering",
JOURNAL = PRL,
VOLUME = "19",
YEAR = "1998",
NUMBER = "14",
MONTH = "December",
PAGES = "1285-1291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141093"}
@article{bb145116,
AUTHOR = "Fisher, D.",
TITLE = "Iterative Optimization and Simplification of Hierarchical Clusterings",
JOURNAL = JAIR,
VOLUME = "4",
YEAR = "1996",
PAGES = "147-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141094"}
@article{bb145117,
AUTHOR = "Labonte, G.",
TITLE = "On a Neural Network that Performs an Enhanced Nearest-Neighbour
Matching",
JOURNAL = PAA,
VOLUME = "3",
YEAR = "2000",
NUMBER = "3 2000",
PAGES = "267-278",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141095"}
@article{bb145118,
AUTHOR = "Leung, Y. and Zhang, J.S. and Xu, Z.B.",
TITLE = "Clustering by Scale-Space Filtering",
JOURNAL = PAMI,
VOLUME = "22",
YEAR = "2000",
NUMBER = "12",
MONTH = "December",
PAGES = "1396-1410",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141096"}
@article{bb145119,
AUTHOR = "Leung, Y. and Ma, J.H. and Zhang, W.X.",
TITLE = "A New Method for Mining Regression Classes in Large Data Sets",
JOURNAL = PAMI,
VOLUME = "23",
YEAR = "2001",
NUMBER = "1",
MONTH = "January",
PAGES = "5-21",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141097"}
@article{bb145120,
AUTHOR = "Talavera, L. and Bejar, J.",
TITLE = "Generality-Based Conceptual Clustering with Probabilistic Concepts",
JOURNAL = PAMI,
VOLUME = "23",
YEAR = "2001",
NUMBER = "2",
MONTH = "February",
PAGES = "196-206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141098"}
@article{bb145121,
AUTHOR = "Fieguth, P.W.",
TITLE = "Multiply-rooted multiscale models for large-scale estimation",
JOURNAL = IP,
VOLUME = "10",
YEAR = "2001",
NUMBER = "11",
MONTH = "November",
PAGES = "1676-1686",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141099"}
@inproceedings{bb145122,
AUTHOR = "Fieguth, P.W.",
TITLE = "Foveated Multiscale Models for Large-Scale Estimation",
BOOKTITLE = ICIP99,
YEAR = "1999",
PAGES = "II:871-874",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141100"}
@inproceedings{bb145123,
AUTHOR = "Fieguth, P.W.",
TITLE = "Multipole-motivated reduced-state estimation",
BOOKTITLE = ICIP98,
YEAR = "1998",
PAGES = "I: 635-638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141101"}
@article{bb145124,
AUTHOR = "Agnelli, D. and Bollini, A. and Lombardi, L.",
TITLE = "Image classification: an evolutionary approach",
JOURNAL = PRL,
VOLUME = "23",
YEAR = "2002",
NUMBER = "1-3",
MONTH = "January",
PAGES = "303-309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141102"}
@article{bb145125,
AUTHOR = "Sun, Y. and Zhu, Q.M. and Chen, Z.X.",
TITLE = "An iterative initial-points refinement algorithm for categorical data
clustering",
JOURNAL = PRL,
VOLUME = "23",
YEAR = "2002",
NUMBER = "7",
MONTH = "May",
PAGES = "875-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141103"}
@article{bb145126,
AUTHOR = "Lam, W. and Keung, C.K. and Liu, D.Y.",
TITLE = "Discovering Useful Concept Prototypes for Classification Based on
Filtering and Abstraction",
JOURNAL = PAMI,
VOLUME = "24",
YEAR = "2002",
NUMBER = "8",
MONTH = "August",
PAGES = "1075-1090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141104"}
@article{bb145127,
AUTHOR = "Fernandez Prieto, D.",
TITLE = "An iterative approach to partially supervised classification problems",
JOURNAL = JRS,
VOLUME = "23",
YEAR = "2002",
NUMBER = "18",
MONTH = "September",
PAGES = "3887-3892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141105"}
@article{bb145128,
AUTHOR = "Rodriguez, C. and Soraluze, I. and Muguerza, J. and Martin, J.I. and Alvarez, G.",
TITLE = "Hierarchical classifiers based on neighbourhood criteria with adaptive
computational cost",
JOURNAL = PR,
VOLUME = "35",
YEAR = "2002",
NUMBER = "12",
MONTH = "December",
PAGES = "2761-2769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141106"}
@article{bb145129,
AUTHOR = "Vijaya, P.A. and Murty, M.N. and Subramanian, D.K.",
TITLE = "Leaders-Subleaders: An efficient hierarchical clustering algorithm for
large data sets",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "4",
MONTH = "March",
PAGES = "505-513",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141107"}
@article{bb145130,
AUTHOR = "Huber, R. and Ramoser, H. and Mayer, K. and Penz, H. and Rubik, M.",
TITLE = "Classification of coins using an eigenspace approach",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "1",
MONTH = "January",
PAGES = "61-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141108"}
@article{bb145131,
AUTHOR = "Hill, E.J. and Alder, M.D. and de Silva, C.J.S.",
TITLE = "An improvement to the DR clustering algorithm",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "1",
MONTH = "January",
PAGES = "101-107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141109"}
@article{bb145132,
AUTHOR = "Lee, S. and Crawford, M.M.",
TITLE = "Unsupervised Multistage Image Classification Using Hierarchical
Clustering With a Bayesian Similarity Measure",
JOURNAL = IP,
VOLUME = "14",
YEAR = "2005",
NUMBER = "3",
MONTH = "March",
PAGES = "312-320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141110"}
@article{bb145133,
AUTHOR = "Milgram, J. and Sabourin, R. and Cheriet, M.",
TITLE = "Combining Model-based and Discriminative Approaches in a Modular
Two-stage Classification System: Application to Isolated Handwritten
Digit Recognition",
JOURNAL = ELCVIA,
VOLUME = "5",
YEAR = "2005",
NUMBER = "2",
PAGES = "1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141111"}
@inproceedings{bb145134,
AUTHOR = "Milgram, J. and Sabourin, R. and Cheriet, M.",
TITLE = "Two-stage classification system combining model-based and
discriminative approaches",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 152-155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141112"}
@article{bb145135,
AUTHOR = "Lee, J.W.T. and Yeung, D.S. and Tsang, E.C.C.",
TITLE = "Hierarchical clustering based on ordinal consistency",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "11",
MONTH = "November",
PAGES = "1913-1925",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT141113"}
@article{bb145136,
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#TT141114"}
@article{bb145137,
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#TT141115"}
@article{bb145138,
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#TT141116"}
@article{bb145139,
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#TT141117"}
@inproceedings{bb145140,
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#TT141118"}
@article{bb145141,
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#TT141119"}
@inproceedings{bb145142,
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#TT141120"}
@article{bb145143,
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#TT141121"}
@inproceedings{bb145144,
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#TT141122"}
@article{bb145145,
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#TT141123"}
@inproceedings{bb145146,
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#TT141124"}
@inproceedings{bb145147,
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#TT141125"}
@article{bb145148,
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#TT141126"}
@article{bb145149,
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#TT141127"}
@article{bb145150,
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#TT141128"}
@article{bb145151,
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#TT141129"}
@article{bb145152,
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#TT141130"}
@inproceedings{bb145153,
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#TT141131"}
@article{bb145154,
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#TT141132"}
@article{bb145155,
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#TT141133"}
@article{bb145156,
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#TT141134"}
@article{bb145157,
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#TT141135"}
@article{bb145158,
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#TT141136"}
@article{bb145159,
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#TT141137"}
@article{bb145160,
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#TT141138"}
@inproceedings{bb145161,
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#TT141139"}
@article{bb145162,
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#TT141140"}
@article{bb145163,
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#TT141141"}
@article{bb145164,
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#TT141142"}
@article{bb145165,
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#TT141143"}
@inproceedings{bb145166,
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#TT141144"}
@article{bb145167,
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#TT141145"}
@article{bb145168,
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#TT141146"}
@article{bb145169,
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#TT141147"}
@article{bb145170,
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#TT141148"}
@article{bb145171,
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#TT141149"}
@article{bb145172,
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#TT141150"}
@article{bb145173,
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#TT141151"}
@article{bb145174,
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#TT141152"}
@article{bb145175,
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#TT141153"}
@article{bb145176,
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#TT141154"}
@article{bb145177,
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#TT141155"}
@article{bb145178,
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#TT141156"}
@article{bb145179,
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#TT141157"}
@article{bb145180,
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#TT141158"}
@article{bb145181,
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#TT141159"}
@article{bb145182,
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#TT141160"}
@article{bb145183,
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#TT141161"}
@article{bb145184,
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#TT141162"}
@article{bb145185,
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#TT141163"}
@article{bb145186,
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#TT141164"}
@article{bb145187,
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#TT141165"}
@article{bb145188,
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#TT141166"}
@article{bb145189,
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#TT141167"}
@article{bb145190,
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#TT141168"}
@inproceedings{bb145191,
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#TT141168"}
@article{bb145192,
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#TT141169"}
@article{bb145193,
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#TT141170"}
@article{bb145194,
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#TT141171"}
@article{bb145195,
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#TT141172"}
@article{bb145196,
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#TT141173"}
@article{bb145197,
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#TT141174"}
@article{bb145198,
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#TT141175"}
@article{bb145199,
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#TT141176"}
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