@article{bb151300,
AUTHOR = "Tan, K. and Zhu, J.S. and Du, Q. and Wu, L.X. and Du, P.J.",
TITLE = "A Novel Tri-Training Technique for Semi-Supervised Classification of
Hyperspectral Images Based on Diversity Measurement",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "9",
PAGES = "749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147218"}
@article{bb151301,
AUTHOR = "Ou, D. and Tan, K. and Du, Q. and Zhu, J.S. and Wang, X. and Chen, Y.",
TITLE = "A Novel Tri-Training Technique for the Semi-Supervised Classification
of Hyperspectral Images Based on Regularized Local Discriminant
Embedding Feature Extraction",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147219"}
@article{bb151302,
AUTHOR = "He, Z. and Liu, L. and Zhou, S.H. and Shen, Y.",
TITLE = "Learning Group-Based Sparse and Low-Rank Representation for
Hyperspectral Image Classification",
JOURNAL = PR,
VOLUME = "60",
YEAR = "2016",
NUMBER = "1",
PAGES = "1041-1056",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147220"}
@article{bb151303,
AUTHOR = "He, Z. and Li, J. and Liu, L.",
TITLE = "Tensor Block-Sparsity Based Representation for Spectral-Spatial
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "8",
PAGES = "636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147221"}
@article{bb151304,
AUTHOR = "Lu, Z.W. and Wang, L.W.",
TITLE = "Noise-robust semi-supervised learning via fast sparse coding",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "2",
PAGES = "605-612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147222"}
@article{bb151305,
AUTHOR = "Romaszewski, M. and Glomb, P. and Cholewa, M.",
TITLE = "Semi-supervised hyperspectral classification from a small number of
training samples using a co-training approach",
JOURNAL = PandRS,
VOLUME = "121",
YEAR = "2016",
NUMBER = "1",
PAGES = "60-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147223"}
@article{bb151306,
AUTHOR = "Xu, L. and Clausi, D.A. and Li, F. and Wong, A.",
TITLE = "Weakly Supervised Classification of Remotely Sensed Imagery Using
Label Constraint and Edge Penalty",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "3",
MONTH = "March",
PAGES = "1424-1436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147224"}
@article{bb151307,
AUTHOR = "Li, F. and Clausi, D.A. and Xu, L. and Wong, A.",
TITLE = "ST-IRGS: A Region-Based Self-Training Algorithm Applied to
Hyperspectral Image Classification and Segmentation",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "3-16",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147225"}
@article{bb151308,
AUTHOR = "Xue, Z.H. and Du, P.J. and Su, H.J. and Zhou, S.G.",
TITLE = "Discriminative Sparse Representation for Hyperspectral Image
Classification: A Semi-Supervised Perspective",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147226"}
@article{bb151309,
AUTHOR = "Ma, L. and Crawford, M.M. and Tian, J.",
TITLE = "Local Manifold Learning-Based k-Nearest-Neighbor for Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "4099-4109",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147227"}
@article{bb151310,
AUTHOR = "Ma, L. and Crawford, M.M. and Yang, X.Q. and Guo, Y.",
TITLE = "Local-Manifold-Learning-Based Graph Construction for Semisupervised
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "2832-2844",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147228"}
@article{bb151311,
AUTHOR = "Ma, L. and Ma, A.D. and Ju, C. and Li, X.M.",
TITLE = "Graph-Based Semi-Supervised Learning for Spectral-Spatial
Hyperspectral Image Classification",
JOURNAL = PRL,
VOLUME = "83, Part 2",
YEAR = "2016",
NUMBER = "1",
PAGES = "133-142",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147229"}
@article{bb151312,
AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X. and Ma, L.",
TITLE = "Probabilistic class structure regularized sparse representation graph
for semi-supervised hyperspectral image classification",
JOURNAL = PR,
VOLUME = "63",
YEAR = "2017",
NUMBER = "1",
PAGES = "102-114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147230"}
@article{bb151313,
AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X.",
TITLE = "Representation Space-Based Discriminative Graph Construction for
Semisupervised Hyperspectral Image Classification",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "35-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147231"}
@article{bb151314,
AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X. and Ma, L.",
TITLE = "Spatial and Class Structure Regularized Sparse Representation Graph
for Semi-Supervised Hyperspectral Image Classification",
JOURNAL = PR,
VOLUME = "81",
YEAR = "2018",
PAGES = "81-94",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147232"}
@article{bb151315,
AUTHOR = "Xie, F.D. and Hu, D.C. and Li, F.F. and Yang, J. and Liu, D.S.",
TITLE = "Semi-Supervised Classification for Hyperspectral Images Based on
Multiple Classifiers and Relaxation Strategy",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147233"}
@article{bb151316,
AUTHOR = "Wu, Y. and Mu, G.F. and Qin, C. and Miao, Q.G. and Ma, W.P. and Zhang, X.R.",
TITLE = "Semi-Supervised Hyperspectral Image Classification via
Spatial-Regulated Self-Training",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147234"}
@article{bb151317,
AUTHOR = "Ahmadi, S.A. and Mehrshad, N.",
TITLE = "Semisupervised classification of hyperspectral images with low-rank
representation kernel",
JOURNAL = JOSA-A,
VOLUME = "37",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "606-613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147235"}
@article{bb151318,
AUTHOR = "He, F. and Wang, R. and Jia, W.M.",
TITLE = "Fast semi-supervised learning with anchor graph for large
hyperspectral images",
JOURNAL = PRL,
VOLUME = "130",
YEAR = "2020",
PAGES = "319-326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147236"}
@article{bb151319,
AUTHOR = "Nie, F.P. and Song, Y. and Chang, W. and Wang, R. and Li, X.L.",
TITLE = "Fast Semi-Supervised Learning on Large Graphs: An Improved
Green-Function Method",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2055-2070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147237"}
@article{bb151320,
AUTHOR = "Li, Y.H. and Wang, T. and Cao, Z. and Xin, H.N. and Wang, R.",
TITLE = "Efficient Unsupervised Clustering of Hyperspectral Images via
Flexible Multi-Anchor Graphs",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
PAGES = "2647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147238"}
@article{bb151321,
AUTHOR = "Shaik, R.U. and Unni, A. and Zeng, W.P.",
TITLE = "Quantum Based Pseudo-Labelling for Hyperspectral Imagery:
A Simple and Efficient Semi-Supervised Learning Method for
Machine Learning Classifiers",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147239"}
@article{bb151322,
AUTHOR = "Wang, H. and Hong, R. and Wu, Y.X. and Lin, D. and Wang, L.G.",
TITLE = "Spectral-Spatial Masked Auto-Encoder with Central Pixel
Reconstruction for Semi-Supervised Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "10",
PAGES = "1571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147240"}
@inproceedings{bb151323,
AUTHOR = "Ling, Z.G. and Li, X.X. and Zou, W. and Guo, S.",
TITLE = "Semi-Supervised Learning via Convolutional Neural Network for
Hyperspectral Image Classification",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147241"}
@article{bb151324,
AUTHOR = "Zobrist, A.L.",
TITLE = "The organization of extracted features for pattern recognition",
JOURNAL = PR,
VOLUME = "3",
YEAR = "1971",
NUMBER = "1",
MONTH = "April",
PAGES = "23-30",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147242"}
@article{bb151325,
AUTHOR = "Haralick, R.M. and Dinstein, I.",
TITLE = "An Iterative Clustering Procedure",
JOURNAL = SMC,
VOLUME = "1",
YEAR = "1971",
NUMBER = "3",
MONTH = "July",
PAGES = "275-289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147243"}
@article{bb151326,
AUTHOR = "Biehl, L.L. and Silva, L.F.",
TITLE = "A Multilevel Multispectral Data Set Analysis in the Visible and Infrared
Wavelength Regions",
JOURNAL = PIEEE,
VOLUME = "63",
YEAR = "1975",
NUMBER = "1",
PAGES = "164-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147244"}
@article{bb151327,
AUTHOR = "Lukasova, A.",
TITLE = "Hierarchical agglomerative clustering procedure",
JOURNAL = PR,
VOLUME = "11",
YEAR = "1979",
NUMBER = "5-6",
PAGES = "365-381",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147245"}
@article{bb151328,
AUTHOR = "Smith, S.P. and Dubes, R.C.",
TITLE = "Stability of a hierarchical clustering",
JOURNAL = PR,
VOLUME = "12",
YEAR = "1980",
NUMBER = "3",
PAGES = "177-187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147246"}
@article{bb151329,
AUTHOR = "Ozawa, K.",
TITLE = "Classic: A hierarchical clustering algorithm based on asymmetric
similarities",
JOURNAL = PR,
VOLUME = "16",
YEAR = "1983",
NUMBER = "2",
PAGES = "201-211",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147247"}
@article{bb151330,
AUTHOR = "Ozawa, K.",
TITLE = "A stratificational overlapping cluster scheme",
JOURNAL = PR,
VOLUME = "18",
YEAR = "1985",
NUMBER = "3-4",
PAGES = "279-286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147248"}
@article{bb151331,
AUTHOR = "Perruchet, C.",
TITLE = "Constrained agglomerative hierarchical classification",
JOURNAL = PR,
VOLUME = "16",
YEAR = "1983",
NUMBER = "2",
PAGES = "213-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147249"}
@article{bb151332,
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#TT147250"}
@article{bb151333,
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#TT147251"}
@article{bb151334,
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#TT147252"}
@article{bb151335,
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#TT147253"}
@article{bb151336,
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#TT147254"}
@inproceedings{bb151337,
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#TT147255"}
@inproceedings{bb151338,
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#TT147256"}
@article{bb151339,
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#TT147257"}
@article{bb151340,
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#TT147258"}
@article{bb151341,
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#TT147259"}
@article{bb151342,
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#TT147260"}
@article{bb151343,
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#TT147261"}
@article{bb151344,
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#TT147262"}
@article{bb151345,
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#TT147263"}
@article{bb151346,
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#TT147264"}
@article{bb151347,
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#TT147265"}
@article{bb151348,
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#TT147266"}
@article{bb151349,
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#TT147267"}
@article{bb151350,
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#TT147268"}
@article{bb151351,
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#TT147269"}
@article{bb151352,
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#TT147270"}
@article{bb151353,
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#TT147271"}
@inproceedings{bb151354,
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#TT147272"}
@inproceedings{bb151355,
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#TT147273"}
@article{bb151356,
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#TT147274"}
@article{bb151357,
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#TT147275"}
@article{bb151358,
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#TT147276"}
@article{bb151359,
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#TT147277"}
@article{bb151360,
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#TT147278"}
@article{bb151361,
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#TT147279"}
@article{bb151362,
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#TT147280"}
@article{bb151363,
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#TT147281"}
@article{bb151364,
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#TT147282"}
@article{bb151365,
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#TT147283"}
@inproceedings{bb151366,
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#TT147284"}
@article{bb151367,
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#TT147285"}
@article{bb151368,
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#TT147286"}
@article{bb151369,
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#TT147287"}
@article{bb151370,
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#TT147288"}
@article{bb151371,
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#TT147289"}
@inproceedings{bb151372,
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#TT147290"}
@article{bb151373,
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#TT147291"}
@inproceedings{bb151374,
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#TT147292"}
@article{bb151375,
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#TT147293"}
@inproceedings{bb151376,
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#TT147294"}
@article{bb151377,
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#TT147295"}
@inproceedings{bb151378,
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#TT147296"}
@inproceedings{bb151379,
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#TT147297"}
@article{bb151380,
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#TT147298"}
@article{bb151381,
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#TT147299"}
@article{bb151382,
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#TT147300"}
@article{bb151383,
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#TT147301"}
@article{bb151384,
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#TT147302"}
@inproceedings{bb151385,
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#TT147303"}
@article{bb151386,
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#TT147304"}
@article{bb151387,
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#TT147305"}
@article{bb151388,
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#TT147306"}
@article{bb151389,
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#TT147307"}
@article{bb151390,
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#TT147308"}
@article{bb151391,
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#TT147309"}
@article{bb151392,
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#TT147310"}
@inproceedings{bb151393,
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#TT147311"}
@article{bb151394,
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#TT147312"}
@article{bb151395,
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#TT147313"}
@article{bb151396,
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#TT147314"}
@article{bb151397,
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#TT147315"}
@inproceedings{bb151398,
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#TT147316"}
@article{bb151399,
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#TT147317"}
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