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TITLE = "Simultaneous learning of a discriminative projection and prototypes for
Nearest-Neighbor classification",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150769"}
@article{bb154865,
AUTHOR = "Liu, C.L. and Nakagawa, M.",
TITLE = "Evaluation of prototype learning algorithms for nearest-neighbor
classifier in application to handwritten character recognition",
JOURNAL = PR,
VOLUME = "34",
YEAR = "2001",
NUMBER = "3",
MONTH = "March",
PAGES = "601-615",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150770"}
@article{bb154866,
AUTHOR = "Pal, N.R. and Ghosh, S.",
TITLE = "Some classification algorithms integrating Dempster-Shafer theory of
evidence with the rank nearest neighbor rules",
JOURNAL = SMC-A,
VOLUME = "31",
YEAR = "2001",
NUMBER = "1",
MONTH = "January",
PAGES = "59-66",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150771"}
@article{bb154867,
AUTHOR = "Singh, S. and Haddon, J. and Markou, M.",
TITLE = "Nearest-neighbour classifiers in natural scene analysis",
JOURNAL = PR,
VOLUME = "34",
YEAR = "2001",
NUMBER = "8",
MONTH = "August",
PAGES = "1601-1612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150772"}
@article{bb154868,
AUTHOR = "Nock, R. and Sebban, M.",
TITLE = "An improved bound on the finite-sample risk of the
nearest neighbor rule",
JOURNAL = PRL,
VOLUME = "22",
YEAR = "2001",
NUMBER = "3-4",
MONTH = "March",
PAGES = "407-412",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150773"}
@article{bb154869,
AUTHOR = "Huang, Y.S. and Chiang, C.C. and Shieh, J.W. and Grimson, W.E.L.",
TITLE = "Prototype optimization for nearest-neighbor classification",
JOURNAL = PR,
VOLUME = "35",
YEAR = "2002",
NUMBER = "6",
MONTH = "June",
PAGES = "1237-1245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150774"}
@inproceedings{bb154870,
AUTHOR = "Huang, Y.S. and Chiang, C.C. and Shieh, J.W. and Grimson, W.E.L.",
TITLE = "Constructing Optimized Prototypes for Nearest Neighbor Classifiers",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 17-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150775"}
@article{bb154871,
AUTHOR = "Wu, Y.Q. and Ianakiev, K. and Govindaraju, V.",
TITLE = "Improved k-nearest neighbor classification",
JOURNAL = PR,
VOLUME = "35",
YEAR = "2002",
NUMBER = "10",
MONTH = "October",
PAGES = "2311-2318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150776"}
@article{bb154872,
AUTHOR = "Ho, S.Y. and Liu, C.C. and Liu, S.",
TITLE = "Design of an optimal nearest neighbor classifier using an intelligent
genetic algorithm",
JOURNAL = PRL,
VOLUME = "23",
YEAR = "2002",
NUMBER = "13",
MONTH = "November",
PAGES = "1495-1503",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150777"}
@article{bb154873,
AUTHOR = "Huang, X.L. and Zhu, Q.M.",
TITLE = "A pseudo-nearest-neighbor approach for missing data recovery on
Gaussian random data sets",
JOURNAL = PRL,
VOLUME = "23",
YEAR = "2002",
NUMBER = "13",
MONTH = "November",
PAGES = "1613-1622",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150778"}
@article{bb154874,
AUTHOR = "Domeniconi, C. and Peng, J. and Gunopulos, D.",
TITLE = "Locally Adaptive Metric Nearest-Neighbor Classification",
JOURNAL = PAMI,
VOLUME = "24",
YEAR = "2002",
NUMBER = "9",
MONTH = "September",
PAGES = "1281-1285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150779"}
@inproceedings{bb154875,
AUTHOR = "Domeniconi, C. and Peng, J. and Gunopulos, D.",
TITLE = "Adaptive Metric Nearest Neighbor Classification",
BOOKTITLE = CVPR00,
YEAR = "2000",
PAGES = "I: 517-522",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150780"}
@inproceedings{bb154876,
AUTHOR = "Domeniconi, C. and Yan, B.",
TITLE = "Nearest neighbor ensemble",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 228-231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150781"}
@article{bb154877,
AUTHOR = "Zhang, P. and Peng, J. and Domeniconi, C.",
TITLE = "Kernel Pooled Local Subspaces for Classification",
JOURNAL = SMC-B,
VOLUME = "35",
YEAR = "2005",
NUMBER = "3",
MONTH = "June",
PAGES = "489-502",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150782"}
@article{bb154878,
AUTHOR = "Yu, G.X. and Zhang, G.J. and Domeniconi, C. and Yu, Z.W. and You, J.",
TITLE = "Semi-supervised classification based on random subspace dimensionality
reduction",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "3",
MONTH = "March",
PAGES = "1119-1135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150783"}
@article{bb154879,
AUTHOR = "Peng, J. and Heisterkamp, D.R. and Dai, H.K.",
TITLE = "Adaptive quasiconformal kernel nearest neighbor classification",
JOURNAL = PAMI,
VOLUME = "26",
YEAR = "2004",
NUMBER = "5",
MONTH = "May",
PAGES = "656-661",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150784"}
@inproceedings{bb154880,
AUTHOR = "Peng, J. and Heisterkamp, D.R. and Dai, H.K.",
TITLE = "Adaptive kernel metric nearest neighbor classification",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "III: 33-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150785"}
@article{bb154881,
AUTHOR = "Martinez Hinarejos, C.D. and Juan, A. and Casacuberta, F.",
TITLE = "Median strings for k-nearest neighbour classification",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "1-3",
MONTH = "January",
PAGES = "173-181",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150786"}
@article{bb154882,
AUTHOR = "d'Haes, W. and van Dyck, D. and Rodet, X.",
TITLE = "PCA-based branch and bound search algorithms for computing K nearest
neighbors",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "9-10",
MONTH = "June",
PAGES = "1437-1451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150787"}
@article{bb154883,
AUTHOR = "Kudo, M. and Masuyama, N. and Toyama, J. and Shimbo, M.",
TITLE = "Simple termination conditions for k-nearest neighbor method",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "9-10",
MONTH = "June",
PAGES = "1203-1213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150788"}
@article{bb154884,
AUTHOR = "Toyama, J. and Kudo, M. and Imai, H.",
TITLE = "Probably correct k-nearest neighbor search in high dimensions",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1361-1372",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150789"}
@article{bb154885,
AUTHOR = "Bressan, M. and Vitria, J.",
TITLE = "Nonparametric discriminant analysis and nearest neighbor classification",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "15",
MONTH = "November",
PAGES = "2743-2749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150790"}
@article{bb154886,
AUTHOR = "Masip, D. and Vitria, J.",
TITLE = "Boosted discriminant projections for nearest neighbor classification",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "2",
MONTH = "February",
PAGES = "164-170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150791"}
@article{bb154887,
AUTHOR = "Pujol, O. and Masip, D.",
TITLE = "Geometry-Based Ensembles:
Toward a Structural Characterization of the Classification Boundary",
JOURNAL = PAMI,
VOLUME = "31",
YEAR = "2009",
NUMBER = "6",
MONTH = "June",
PAGES = "1140-1146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150792"}
@article{bb154888,
AUTHOR = "Yen, C.W. and Young, C.N. and Nagurka, M.L.",
TITLE = "A vector quantization method for nearest neighbor classifier design",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "6",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150793"}
@article{bb154889,
AUTHOR = "Yang, C.Y. and Chou, J.J.",
TITLE = "A comparative evaluation approach for the classification of rotifers
with modified non-parametric kNN",
JOURNAL = IVC,
VOLUME = "23",
YEAR = "2005",
NUMBER = "4",
MONTH = "April",
PAGES = "427-439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150794"}
@article{bb154890,
AUTHOR = "Prudent, Y. and Ennaji, A.",
TITLE = "A K Nearest Classifier design",
JOURNAL = ELCVIA,
VOLUME = "5",
YEAR = "2005",
NUMBER = "2",
PAGES = "58-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150795"}
@inproceedings{bb154891,
AUTHOR = "Prudent, Y. and Ennaji, A.",
TITLE = "A topology based multi-classifier system",
BOOKTITLE = ICDAR05,
YEAR = "2005",
PAGES = "II: 670-674",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150796"}
@article{bb154892,
AUTHOR = "Lozano, M. and Martinez Sotoca, J. and Salvador Sanchez, J. and Pla, F. and Pekalska, E. and Duin, R.P.W.",
TITLE = "Experimental study on prototype optimisation algorithms for
prototype-based classification in vector spaces",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "10",
MONTH = "October",
PAGES = "1827-1838",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150797"}
@article{bb154893,
AUTHOR = "Veenman, C.J. and Tax, D.M.J.",
TITLE = "LESS: A Model-Based Classifier for Sparse Subspaces",
JOURNAL = PAMI,
VOLUME = "27",
YEAR = "2005",
NUMBER = "9",
MONTH = "September",
PAGES = "1496-1500",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150798"}
@inproceedings{bb154894,
AUTHOR = "Veenman, C.J. and Tax, D.M.J.",
TITLE = "A Weighted Nearest Mean Classifier for Sparse Subspaces",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 1171-1176",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150799"}
@article{bb154895,
AUTHOR = "Veenman, C.J. and Reinders, M.J.T.",
TITLE = "The Nearest Subclass Classifier: A Compromise between the Nearest Mean
and Nearest Neighbor Classifier",
JOURNAL = PAMI,
VOLUME = "27",
YEAR = "2005",
NUMBER = "9",
MONTH = "September",
PAGES = "1417-1429",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150800"}
@article{bb154896,
AUTHOR = "Ghosh, A.K. and Chaudhuri, P. and Murthy, C.A.",
TITLE = "On Visualization and Aggregation of Nearest Neighbor Classifiers",
JOURNAL = PAMI,
VOLUME = "27",
YEAR = "2005",
NUMBER = "10",
MONTH = "October",
PAGES = "1592-1602",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150801"}
@article{bb154897,
AUTHOR = "Ghosh, A.K. and Chaudhuri, P. and Murthy, C.A.",
TITLE = "Multiscale Classification Using Nearest Neighbor Density Estimates",
JOURNAL = SMC-B,
VOLUME = "36",
YEAR = "2006",
NUMBER = "5",
MONTH = "October",
PAGES = "1139-1148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150802"}
@article{bb154898,
AUTHOR = "Wang, J.G. and Neskovic, P. and Cooper, L.N.",
TITLE = "Neighborhood size selection in the k-nearest-neighbor rule using
statistical confidence",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "3",
MONTH = "March",
PAGES = "417-423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150803"}
@article{bb154899,
AUTHOR = "Chi, M.M. and Bruzzone, L.",
TITLE = "An ensemble-driven k-NN approach to ill-posed classification problems",
JOURNAL = PRL,
VOLUME = "27",
YEAR = "2006",
NUMBER = "4",
MONTH = "March",
PAGES = "301-307",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT150804"}
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