@article{bb107000,
        AUTHOR = "Wang, H.",
        TITLE = "Nearest Neighbors by Neighborhood Counting",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "942-953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103394"}

@article{bb107001,
        AUTHOR = "Wang, H.",
        TITLE = "Neighborhood Counting Measure and Minimum Risk Metric",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "766-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103395"}

@article{bb107002,
        AUTHOR = "Argentini, A. and Blanzieri, E.",
        TITLE = "About Neighborhood Counting Measure Metric and Minimum Risk Metric",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "763-765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103396"}

@article{bb107003,
        AUTHOR = "Huang, C.C.",
        TITLE = "A novel gray-based reduced NN classification method",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1979-1986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103397"}

@article{bb107004,
        AUTHOR = "Zhou, C.Y. and Chen, Y.Q.",
        TITLE = "Improving nearest neighbor classification with cam weighted distance",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "635-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103398"}

@article{bb107005,
        AUTHOR = "Gao, Q.B. and Wang, Z.Z.",
        TITLE = "Center-based nearest neighbor classifier",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "346-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103399"}

@article{bb107006,
        AUTHOR = "Wang, J.G. and Neskovic, P. and Cooper, L.N.",
        TITLE = "Improving nearest neighbor rule with a simple adaptive distance measure",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "207-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103400"}

@article{bb107007,
        AUTHOR = "Fayed, H.A. and Hashem, S.R. and Atiya, A.F.",
        TITLE = "Self-generating prototypes for pattern classification",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1498-1509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103401"}

@article{bb107008,
        AUTHOR = "Lin, D. and Zhang, R. and Zhou, A.",
        TITLE = "Indexing Fast Moving Objects for kNN Queries Based on Nearest Landmarks",
        JOURNAL = GeoInfo,
        VOLUME = "10",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "423-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103402"}

@article{bb107009,
        AUTHOR = "Li, X.R. and Hu, Z.Y. and Wu, F.C.",
        TITLE = "A note on the convergence of the mean shift",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1756-1762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103403"}

@article{bb107010,
        AUTHOR = "Manocha, S. and Girolami, M.A.",
        TITLE = "An empirical analysis of the probabilistic K-nearest neighbour
classifier",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1818-1824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103404"}

@article{bb107011,
        AUTHOR = "Lughofer, E.",
        TITLE = "Extensions of vector quantization for incremental clustering",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "995-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103405"}

@article{bb107012,
        AUTHOR = "Cui, J.T. and Zhou, S.S. and Sun, J.D.",
        TITLE = "Efficient high-dimensional indexing by sorting principal component",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2412-2418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103406"}

@article{bb107013,
        AUTHOR = "Cui, J.T. and An, Z.Y. and Guo, Y. and Zhou, S.S.",
        TITLE = "Efficient nearest neighbor query based on extended B+-tree in
high-dimensional space",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1740-1748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103407"}

@article{bb107014,
        AUTHOR = "Samet, H.",
        TITLE = "K-Nearest Neighbor Finding Using MaxNearestDist",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "243-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103408"}

@inproceedings{bb107015,
        AUTHOR = "Samet, H.",
        TITLE = "Depth-first K-nearest neighbor finding using the MaxNearestDist
estimator",
        BOOKTITLE = CIAP03,
        YEAR = "2003",
        PAGES = "486-491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103409"}

@article{bb107016,
        AUTHOR = "Blanzieri, E. and Melgani, F.",
        TITLE = "Nearest Neighbor Classification of Remote Sensing Images With the
Maximal Margin Principle",
        JOURNAL = GeoRS,
        VOLUME = "46",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1804-1811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103410"}

@article{bb107017,
        AUTHOR = "Samaniego, L. and Bardossy, A. and Schulz, K.",
        TITLE = "Supervised Classification of Remotely Sensed Imagery Using a Modified
k-NN Technique",
        JOURNAL = GeoRS,
        VOLUME = "46",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2112-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103411"}

@article{bb107018,
        AUTHOR = "Samaniego, L. and Schulz, K.",
        TITLE = "Supervised Classification of Agricultural Land Cover Using a Modified
k-NN Technique (MNN) and Landsat Remote Sensing Imagery",
        JOURNAL = RS,
        VOLUME = "1",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "875-895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103412"}

@article{bb107019,
        AUTHOR = "Babu, V.S. and Viswanath, P.",
        TITLE = "Rough-fuzzy weighted k-nearest leader classifier for large data sets",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1719-1731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103413"}

@inproceedings{bb107020,
        AUTHOR = "Babu, V.S. and Viswanath, P.",
        TITLE = "Weighted k-Nearest Leader Classifier for Large Data Sets",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "17-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103414"}

@article{bb107021,
        AUTHOR = "Li, Y. and Lu, B.L.",
        TITLE = "Feature selection based on loss-margin of nearest neighbor
classification",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1914-1921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103415"}

@inproceedings{bb107022,
        AUTHOR = "Li, Y. and Lu, B.L.",
        TITLE = "Feature Selection for Identifying Critical Variables of Principal
Components Based on K-Nearest Neighbor Rule",
        BOOKTITLE = Visual07,
        YEAR = "2007",
        PAGES = "193-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103416"}

@article{bb107023,
        AUTHOR = "Cervantes, A. and Galvan, I.M. and Isasi, P.",
        TITLE = "AMPSO: A New Particle Swarm Method for Nearest Neighborhood
Classification",
        JOURNAL = SMC-B,
        VOLUME = "39",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1082-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103417"}

@article{bb107024,
        AUTHOR = "Kondo, K. and Hotta, S.",
        TITLE = "Color Image Classification Using Block Matching and Learning",
        JOURNAL = IEICE,
        VOLUME = "E92-D",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1484-1487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103418"}

@inproceedings{bb107025,
        AUTHOR = "Kondo, K. and Hotta, S.",
        TITLE = "Color Image Classification Using Locally Linear Manifolds and Learning",
        BOOKTITLE = MVA09,
        YEAR = "2009",
        PAGES = "203-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103419"}

@inproceedings{bb107026,
        AUTHOR = "Kikuchi, K. and Hotta, S.",
        TITLE = "Voting Based Video Classification Using Clustering and Learning",
        BOOKTITLE = MVA09,
        YEAR = "2009",
        PAGES = "227-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103420"}

@article{bb107027,
        AUTHOR = "Mary Huard, T. and Robin, S.",
        TITLE = "Tailored Aggregation for Classification",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2098-2105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103421"}

@article{bb107028,
        AUTHOR = "Yu, C. and Zhang, R. and Huang, Y.C. and Xiong, H.",
        TITLE = "High-dimensional kNN joins with incremental updates",
        JOURNAL = GeoInfo,
        VOLUME = "14",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103422"}

@article{bb107029,
        AUTHOR = "Marchiori, E.",
        TITLE = "Class Conditional Nearest Neighbor for Large Margin Instance Selection",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "364-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103423"}

@article{bb107030,
        AUTHOR = "Lee, H.S. and Hong, S.J. and Nizami, I.F. and Kim, E.T.",
        TITLE = "An efficient design of a nearest neighbor classifier for various-scale
problems",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1020-1027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103424"}

@article{bb107031,
        AUTHOR = "Ding, J.D. and Ma, R.N. and Yang, J.Y. and Chen, S.C.",
        TITLE = "A tree-structured framework for purifying 'complex' clusters with
structural roles of individual data",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3753-3767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103425"}

@article{bb107032,
        AUTHOR = "Shibata, T. and Wada, T.",
        TITLE = "K-D Decision Tree:
An Accelerated and Memory Efficient Nearest Neighbor Classifier",
        JOURNAL = IEICE,
        VOLUME = "E93-D",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1670-1681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103426"}

@inproceedings{bb107033,
        AUTHOR = "Shibata, T. and Kubota, S. and Ito, S.",
        TITLE = "Large Margin Discriminant Hashing for Fast k-Nearest Neighbor
Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1015-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103427"}

@inproceedings{bb107034,
        AUTHOR = "Shibata, T. and Yamaguchi, O.",
        TITLE = "Local Fisher Discriminant Component Hashing for Fast Nearest Neighbor
Classification",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "339-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103428"}

@article{bb107035,
        AUTHOR = "Yang, H.L. and Crawford, M.M.",
        TITLE = "Spectral and Spatial Proximity-Based Manifold Alignment for
Multitemporal Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "51-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103429"}

@article{bb107036,
        AUTHOR = "Khelifi, F. and Jiang, J.",
        TITLE = "K-NN Regression to Improve Statistical Feature Extraction for
Texture Retrieval",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "293-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103430"}

@article{bb107037,
        AUTHOR = "Triguero, I. and Garcia, S. and Herrera, F.",
        TITLE = "Differential evolution for optimizing the positioning of prototypes in
nearest neighbor classification",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "901-916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103431"}

@article{bb107038,
        AUTHOR = "Triguero, I. and Derrac, J. and Garcia, S. and Herrera, F.",
        TITLE = "A Taxonomy and Experimental Study on Prototype Generation for Nearest
Neighbor Classification",
        JOURNAL = SMC-C,
        VOLUME = "42",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "86-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103432"}

@article{bb107039,
        AUTHOR = "Garcia, S. and Derrac, J. and Cano, J. and Herrera, F.",
        TITLE = "Prototype Selection for Nearest Neighbor Classification: Taxonomy and
Empirical Study",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "417-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103433"}

@article{bb107040,
        AUTHOR = "Derrac, J. and Triguero, I. and Garcia, S. and Herrera, F.",
        TITLE = "Integrating Instance Selection, Instance Weighting, and Feature
Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms",
        JOURNAL = SMC-B,
        VOLUME = "42",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1383-1397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103434"}

@article{bb107041,
        AUTHOR = "Wang, Z.X. and Hu, Y.Q. and Chia, L.T.",
        TITLE = "Improved learning of I2C distance and accelerating the neighborhood
search for image classification",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2384-2394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103435"}

@article{bb107042,
        AUTHOR = "Uchida, Y. and Takagi, K. and Kawada, R.",
        TITLE = "Quantization-Based Approximate Nearest Neighbor Search with Optimized
Multiple Residual Codebooks",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1510-1514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103436"}

@article{bb107043,
        AUTHOR = "Neo, T.K.C. and Ventura, D.",
        TITLE = "A direct boosting algorithm for the k-nearest neighbor classifier via
local warping of the distance metric",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "92-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103437"}

@article{bb107044,
        AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
        TITLE = "An affinity-based new local distance function and similarity measure
for kNN algorithm",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "356-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103438"}

@article{bb107045,
        AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
        TITLE = "Outlier detection using neighborhood rank difference",
        JOURNAL = PRL,
        VOLUME = "60-61",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "24-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103439"}

@article{bb107046,
        AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
        TITLE = "Granger Causality Driven AHP for Feature Weighted kNN",
        JOURNAL = PR,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "425-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103440"}

@inproceedings{bb107047,
        AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
        TITLE = "Test Point Specific k Estimation for kNN Classifier",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1478-1483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103441"}

@article{bb107048,
        AUTHOR = "Song, Q.B. and Wang, G.T. and Wang, C.",
        TITLE = "Automatic recommendation of classification algorithms based on data set
characteristics",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2672-2689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103442"}

@article{bb107049,
        AUTHOR = "Ghosh, A.K.",
        TITLE = "A probabilistic approach for semi-supervised nearest neighbor
classification",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1127-1133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103443"}

@article{bb107050,
        AUTHOR = "Pal, A.K. and Mondal, P.K. and Ghosh, A.K.",
        TITLE = "High dimensional nearest neighbor classification based on mean
absolute differences of inter-point distances",
        JOURNAL = PRL,
        VOLUME = "74",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103444"}

@article{bb107051,
        AUTHOR = "Zhang, N. and Yang, J. and Qian, J.J.",
        TITLE = "Component-based global k-NN classifier for small sample size problems",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1689-1694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103445"}

@article{bb107052,
        AUTHOR = "Saez, J.A. and Luengo, J. and Herrera, F.",
        TITLE = "Predicting noise filtering efficacy with data complexity measures for
nearest neighbor classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "355-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103446"}

@article{bb107053,
        AUTHOR = "Saez, J.A. and Derrac, J. and Luengo, J. and Herrera, F.",
        TITLE = "Statistical computation of feature weighting schemes through data
estimation for nearest neighbor classifiers",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "12",
        PAGES = "3941-3948",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103447"}

@article{bb107054,
        AUTHOR = "Nock, R. and Piro, P. and Nielsen, F. and Ali, W.B.H. and Barlaud, M.",
        TITLE = "Boosting k-NN for Categorization of Natural Scenes",
        JOURNAL = IJCV,
        VOLUME = "100",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "December",
        PAGES = "294-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103448"}

@inproceedings{bb107055,
        AUTHOR = "Piro, P. and Nock, R. and Nielsen, F. and Barlaud, M.",
        TITLE = "Multi-class Leveraged k-NN for Image Classification",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "III: 67-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103449"}

@inproceedings{bb107056,
        AUTHOR = "Ali, W.B.H. and Nock, R. and Barlaud, M.",
        TITLE = "Boosting Stochastic Newton with Entropy Constraint for Large-Scale
Image Classification",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "232-237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103450"}

@article{bb107057,
        AUTHOR = "Mateos Garcia, D. and Garcia Gutierrez, J. and Riquelme Santos, J.C.",
        TITLE = "On the evolutionary optimization of k-NN by label-dependent feature
weighting",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2232-2238",
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@article{bb107058,
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@article{bb107061,
        AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J. and Martin, A.",
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classification",
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@article{bb107062,
        AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J. and Mercier, G.",
        TITLE = "Credal classification rule for uncertain data based on belief
functions",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103456"}

@article{bb107063,
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        TITLE = "Collaborative neighbor representation based classification using
L_2-minimization approach",
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@inproceedings{bb107064,
        AUTHOR = "Cai, S. and Zhang, L. and Zuo, W. and Feng, X.",
        TITLE = "A Probabilistic Collaborative Representation Based Approach for
Pattern Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2950-2959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103458"}

@article{bb107065,
        AUTHOR = "Acha, B. and Serrano, C. and Fondon, I. and Gomez Cia, T.",
        TITLE = "Burn Depth Analysis Using Multidimensional Scaling Applied to
Psychophysical Experiment Data",
        JOURNAL = MedImg,
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        NUMBER = "6",
        PAGES = "1111-1120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103459"}

@article{bb107066,
        AUTHOR = "Pelillo, M.",
        TITLE = "Alhazen and the nearest neighbor rule",
        JOURNAL = PRL,
        VOLUME = "38",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103460"}

@article{bb107067,
        AUTHOR = "Wells, J.R. and Ting, K.M. and Washio, T.",
        TITLE = "LiNearN: A new approach to nearest neighbour density estimator",
        JOURNAL = PR,
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        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103461"}

@article{bb107068,
        AUTHOR = "Shen, X.H. and Lin, Z. and Brandt, J. and Wu, Y.",
        TITLE = "Spatially-Constrained Similarity Measure for Large-Scale Object
Retrieval",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1229-1241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103462"}

@inproceedings{bb107069,
        AUTHOR = "Shen, X.H. and Lin, Z. and Brandt, J. and Avidan, S. and Wu, Y.",
        TITLE = "Object retrieval and localization with spatially-constrained similarity
measure and k-NN re-ranking",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3013-3020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103463"}

@article{bb107070,
        AUTHOR = "Vikjord, V.V. and Jenssen, R.",
        TITLE = "Information theoretic clustering using a k-nearest neighbors approach",
        JOURNAL = PR,
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        YEAR = "2014",
        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103464"}

@article{bb107071,
        AUTHOR = "Li, Z.S. and Ding, G. and Li, R. and Qin, S.F.",
        TITLE = "A new extracting algorithm of k nearest neighbors searching for point
clouds",
        JOURNAL = PRL,
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        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103465"}

@article{bb107072,
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        TITLE = "Iterative Nearest Neighbors",
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        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103466"}

@inproceedings{bb107073,
        AUTHOR = "Timofte, R. and Van Gool, L.J.",
        TITLE = "Iterative Nearest Neighbors for classification and dimensionality
reduction",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2456-2463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103467"}

@inproceedings{bb107074,
        AUTHOR = "Timofte, R. and Tuytelaars, T. and Van Gool, L.J.",
        TITLE = "Naive Bayes Image Classification: Beyond Nearest Neighbors",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "I:689-703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103468"}

@inproceedings{bb107075,
        AUTHOR = "Rematas, K. and Fritz, M. and Tuytelaars, T.",
        TITLE = "The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103469"}

@article{bb107076,
        AUTHOR = "Houle, M.E. and Ma, X. and Oria, V. and Sun, J.",
        TITLE = "Improving the quality of K-NN graphs through vector sparsification:
application to image databases",
        JOURNAL = MultInfoRetr,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "259-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103470"}

@article{bb107077,
        AUTHOR = "Houle, M.E. and Nett, M.",
        TITLE = "Rank-Based Similarity Search: Reducing the Dimensional Dependence",
        JOURNAL = PAMI,
        VOLUME = "37",
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        NUMBER = "1",
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        PAGES = "136-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103471"}

@article{bb107078,
        AUTHOR = "Giordano, D. and Kavasidis, I. and Palazzo, S. and Spampinato, C.",
        TITLE = "Nonparametric label propagation using mutual local similarity in
nearest neighbors",
        JOURNAL = CVIU,
        VOLUME = "131",
        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103472"}

@article{bb107079,
        AUTHOR = "Ritter, G.X. and Nieves Vazquez, J.A. and Urcid, G.",
        TITLE = "A simple statistics-based nearest neighbor cluster detection
algorithm",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103473"}

@article{bb107080,
        AUTHOR = "Calvo Zaragoza, J. and Valero Mas, J.J. and Rico Juan, J.R.",
        TITLE = "Improving kNN multi-label classification in Prototype Selection
scenarios using class proposals",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1608-1622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103474"}

@inproceedings{bb107081,
        AUTHOR = "Calvo Zaragoza, J. and Valero Mas, J.J. and Rico Juan, J.R.",
        TITLE = "Prototype Generation on Structural Data Using Dissimilarity Space
Representation: A Case of Study",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "75-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103475"}

@inproceedings{bb107082,
        AUTHOR = "Valero Mas, J.J. and Calvo Zaragoza, J. and Rico Juan, J.R. and Inesta, J.M.",
        TITLE = "A Study of Prototype Selection Algorithms for Nearest Neighbour in
Class-Imbalanced Problems",
        BOOKTITLE = IbPRIA17,
        YEAR = "2017",
        PAGES = "335-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103476"}

@article{bb107083,
        AUTHOR = "Bourrier, A. and Perronnin, F. and Gribonval, R. and Perez, P. and Jegou, H.",
        TITLE = "Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels",
        JOURNAL = JMIV,
        VOLUME = "52",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "459-468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103477"}

@article{bb107084,
        AUTHOR = "Tan, H.L. and Ma, Z.M. and Zhang, S. and Zhan, Z.R. and Zhang, B.B. and Zhang, C.G.",
        TITLE = "Grassmann manifold for nearest points image set classification",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "190-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103478"}

@article{bb107085,
        AUTHOR = "Xiao, C. and Chaovalitwongse, W.A.",
        TITLE = "Optimization Models for Feature Selection of Decomposed Nearest
Neighbor",
        JOURNAL = SMCS,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "177-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103479"}

@article{bb107086,
        AUTHOR = "Liu, X.L. and Deng, C. and Lang, B. and Tao, D.C. and Li, X.L.",
        TITLE = "Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "907-919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103480"}

@article{bb107087,
        AUTHOR = "Liu, X.L. and Huang, L. and Deng, C. and Lang, B. and Tao, D.C.",
        TITLE = "Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual
Search",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4514-4524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103481"}

@article{bb107088,
        AUTHOR = "Liu, X.L. and Li, Z.J. and Deng, C. and Tao, D.C.",
        TITLE = "Distributed Adaptive Binary Quantization for Fast Nearest Neighbor
Search",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5324-5336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103482"}

@inproceedings{bb107089,
        AUTHOR = "Liu, X.L. and Huang, L. and Deng, C. and Lu, J. and Lang, B.",
        TITLE = "Multi-View Complementary Hash Tables for Nearest Neighbor Search",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1107-1115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103483"}

@article{bb107090,
        AUTHOR = "Yu, Z. and Chen, H. and Liu, J. and You, J. and Leung, H. and Han, G.",
        TITLE = "Hybrid k-Nearest Neighbor Classifier",
        JOURNAL = Cyber,
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        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1263-1275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103484"}

@article{bb107091,
        AUTHOR = "Zhu, Q.S. and Feng, J. and Huang, J.",
        TITLE = "Natural neighbor:
A self-adaptive neighborhood method without parameter K",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "30-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103485"}

@article{bb107092,
        AUTHOR = "Datta, S. and Misra, D. and Das, S.",
        TITLE = "A feature weighted penalty based dissimilarity measure for k-nearest
neighbor classification with missing features",
        JOURNAL = PRL,
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        YEAR = "2016",
        NUMBER = "1",
        PAGES = "231-237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103486"}

@article{bb107093,
        AUTHOR = "Verdoliva, L. and Cozzolino, D. and Poggi, G.",
        TITLE = "A Reliable Order-Statistics-Based Approximate Nearest Neighbor Search
Algorithm",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "237-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103487"}

@article{bb107094,
        AUTHOR = "Gallego, A.J. and Calvo Zaragoza, J. and Valero Mas, J.J. and Rico Juan, J.R.",
        TITLE = "Clustering-based k-nearest neighbor classification for large-scale
data with neural codes representation",
        JOURNAL = PR,
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        YEAR = "2018",
        NUMBER = "1",
        PAGES = "531-543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103488"}

@article{bb107095,
        AUTHOR = "Myhre, J.N. and Mikalsen, K.O. and Lokse, S. and Jenssen, R.",
        TITLE = "Robust clustering using a kNN mode seeking ensemble",
        JOURNAL = PR,
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        YEAR = "2018",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103489"}

@inproceedings{bb107096,
        AUTHOR = "Myhre, J.N. and Mikalsen, K.O. and Lokse, S. and Jenssen, R.",
        TITLE = "Consensus Clustering Using kNN Mode Seeking",
        BOOKTITLE = SCIA15,
        YEAR = "2015",
        PAGES = "175-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103490"}

@article{bb107097,
        AUTHOR = "Shi, B. and Han, L.X. and Yan, H.",
        TITLE = "Adaptive clustering algorithm based on kNN and density",
        JOURNAL = PRL,
        VOLUME = "104",
        YEAR = "2018",
        PAGES = "37-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103491"}

@article{bb107098,
        AUTHOR = "Duan, L.Y. and Wu, Y.W. and Huang, Y.C. and Wang, Z. and Yuan, J.S. and Gao, W.",
        TITLE = "Minimizing Reconstruction Bias Hashing via Joint Projection Learning
and Quantization",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3127-3141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103492"}

@article{bb107099,
        AUTHOR = "Zhang, S.C. and Cheng, D. and Deng, Z. and Zong, M. and Deng, X.",
        TITLE = "A novel kNN algorithm with data-driven k parameter computation",
        JOURNAL = PRL,
        VOLUME = "109",
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT103493"}

Last update:May 26, 2020 at 12:00:59