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AUTHOR = "Samaniego, L. and Bardossy, A. and Schulz, K.",
TITLE = "Supervised Classification of Remotely Sensed Imagery Using a Modified
k-NN Technique",
JOURNAL = GeoRS,
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MONTH = "July",
PAGES = "2112-2125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111376"}
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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,
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YEAR = "2009",
NUMBER = "4",
MONTH = "December",
PAGES = "875-895",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111377"}
@article{bb115102,
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#TT111378"}
@inproceedings{bb115103,
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#TT111379"}
@article{bb115104,
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#TT111380"}
@inproceedings{bb115105,
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#TT111381"}
@article{bb115106,
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#TT111382"}
@article{bb115107,
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#TT111383"}
@inproceedings{bb115108,
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#TT111384"}
@inproceedings{bb115109,
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#TT111385"}
@article{bb115110,
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#TT111386"}
@article{bb115111,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111387"}
@article{bb115112,
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#TT111388"}
@article{bb115113,
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#TT111389"}
@article{bb115114,
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,
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YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "3753-3767",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111390"}
@article{bb115115,
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#TT111391"}
@inproceedings{bb115116,
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#TT111392"}
@inproceedings{bb115117,
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#TT111393"}
@article{bb115118,
AUTHOR = "Yang, H.L. and Crawford, M.M.",
TITLE = "Spectral and Spatial Proximity-Based Manifold Alignment for
Multitemporal Hyperspectral Image Classification",
JOURNAL = GeoRS,
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AUTHOR = "Khelifi, F. and Jiang, J.",
TITLE = "K-NN Regression to Improve Statistical Feature Extraction for
Texture Retrieval",
JOURNAL = IP,
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NUMBER = "1",
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PAGES = "293-298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111395"}
@article{bb115120,
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#TT111396"}
@article{bb115121,
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#TT111397"}
@article{bb115122,
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#TT111398"}
@article{bb115123,
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#TT111399"}
@article{bb115124,
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,
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YEAR = "2011",
NUMBER = "10-11",
MONTH = "October",
PAGES = "2384-2394",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111400"}
@article{bb115125,
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#TT111401"}
@article{bb115126,
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#TT111402"}
@article{bb115127,
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#TT111403"}
@article{bb115128,
AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
TITLE = "Outlier detection using neighborhood rank difference",
JOURNAL = PRL,
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YEAR = "2015",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111404"}
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AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
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JOURNAL = PR,
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YEAR = "2017",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111405"}
@inproceedings{bb115130,
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#TT111406"}
@article{bb115131,
AUTHOR = "Song, Q.B. and Wang, G.T. and Wang, C.",
TITLE = "Automatic recommendation of classification algorithms based on data set
characteristics",
JOURNAL = PR,
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YEAR = "2012",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111407"}
@article{bb115132,
AUTHOR = "Ghosh, A.K.",
TITLE = "A probabilistic approach for semi-supervised nearest neighbor
classification",
JOURNAL = PRL,
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YEAR = "2012",
NUMBER = "9",
MONTH = "July",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111408"}
@article{bb115133,
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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111409"}
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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#TT111410"}
@article{bb115135,
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",
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PAGES = "355-364",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111411"}
@article{bb115136,
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#TT111412"}
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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,
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YEAR = "2012",
NUMBER = "3",
MONTH = "December",
PAGES = "294-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111413"}
@inproceedings{bb115138,
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#TT111414"}
@inproceedings{bb115139,
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#TT111415"}
@article{bb115140,
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,
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YEAR = "2012",
NUMBER = "16",
MONTH = "December",
PAGES = "2232-2238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111416"}
@article{bb115141,
AUTHOR = "Trzcinski, T. and Lepetit, V. and Fua, P.",
TITLE = "Thick boundaries in binary space and their influence on
nearest-neighbor search",
JOURNAL = PRL,
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YEAR = "2012",
NUMBER = "16",
MONTH = "December",
PAGES = "2173-2180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111417"}
@article{bb115142,
AUTHOR = "Barranquero, J. and Gonzalez, P. and Diez, J. and del Coz, J.J.",
TITLE = "On the study of nearest neighbor algorithms for prevalence estimation
in binary problems",
JOURNAL = PR,
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YEAR = "2013",
NUMBER = "2",
MONTH = "February",
PAGES = "472-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111418"}
@article{bb115143,
AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J.",
TITLE = "A new belief-based K-nearest neighbor classification method",
JOURNAL = PR,
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YEAR = "2013",
NUMBER = "3",
MONTH = "March",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111419"}
@article{bb115144,
AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J. and Martin, A.",
TITLE = "Adaptive imputation of missing values for incomplete pattern
classification",
JOURNAL = PR,
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YEAR = "2016",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111420"}
@article{bb115145,
AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J. and Mercier, G.",
TITLE = "Credal classification rule for uncertain data based on belief
functions",
JOURNAL = PR,
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NUMBER = "7",
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@article{bb115146,
AUTHOR = "Waqas, J. and Yi, Z. and Zhang, L.",
TITLE = "Collaborative neighbor representation based classification using
L_2-minimization approach",
JOURNAL = PRL,
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NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111422"}
@inproceedings{bb115147,
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",
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@article{bb115148,
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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YEAR = "2013",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111424"}
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AUTHOR = "Pelillo, M.",
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JOURNAL = PRL,
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YEAR = "2014",
NUMBER = "1",
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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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YEAR = "2014",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111426"}
@article{bb115151,
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,
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NUMBER = "6",
MONTH = "June",
PAGES = "1229-1241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111427"}
@inproceedings{bb115152,
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",
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YEAR = "2012",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111428"}
@article{bb115153,
AUTHOR = "Vikjord, V.V. and Jenssen, R.",
TITLE = "Information theoretic clustering using a k-nearest neighbors approach",
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YEAR = "2014",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111429"}
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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",
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YEAR = "2014",
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YEAR = "2015",
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@inproceedings{bb115156,
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#TT111432"}
@inproceedings{bb115157,
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#TT111433"}
@inproceedings{bb115158,
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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AUTHOR = "Houle, M.E. and Ma, X.G. and Oria, V. and Sun, J.C.",
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application to image databases",
JOURNAL = MultInfoRetr,
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NUMBER = "4",
MONTH = "November",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111435"}
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AUTHOR = "Houle, M.E. and Nett, M.",
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JOURNAL = PAMI,
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YEAR = "2015",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111436"}
@article{bb115161,
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",
PAGES = "116-127",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111437"}
@article{bb115162,
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",
PAGES = "918-932",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111438"}
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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#TT111439"}
@inproceedings{bb115164,
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#TT111440"}
@inproceedings{bb115165,
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#TT111441"}
@article{bb115166,
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#TT111442"}
@article{bb115167,
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#TT111443"}
@article{bb115168,
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#TT111444"}
@article{bb115169,
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#TT111445"}
@article{bb115170,
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#TT111446"}
@article{bb115171,
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#TT111447"}
@inproceedings{bb115172,
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#TT111448"}
@article{bb115173,
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,
VOLUME = "46",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "1263-1275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111449"}
@article{bb115174,
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#TT111450"}
@article{bb115175,
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,
VOLUME = "80",
YEAR = "2016",
NUMBER = "1",
PAGES = "231-237",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111451"}
@article{bb115176,
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#TT111452"}
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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,
VOLUME = "74",
YEAR = "2018",
NUMBER = "1",
PAGES = "531-543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111453"}
@article{bb115178,
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,
VOLUME = "76",
YEAR = "2018",
NUMBER = "1",
PAGES = "491-505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111454"}
@inproceedings{bb115179,
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#TT111455"}
@article{bb115180,
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#TT111456"}
@article{bb115181,
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#TT111457"}
@article{bb115182,
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",
PAGES = "44-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111458"}
@article{bb115183,
AUTHOR = "Lopez, J. and Maldonado, S.",
TITLE = "Redefining nearest neighbor classification in high-dimensional
settings",
JOURNAL = PRL,
VOLUME = "110",
YEAR = "2018",
PAGES = "36-43",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111459"}
@article{bb115184,
AUTHOR = "Chen, S.B. and Xu, Y.L. and Ding, C.H.Q. and Luo, B.",
TITLE = "A Nonnegative Locally Linear KNN model for image recognition",
JOURNAL = PR,
VOLUME = "83",
YEAR = "2018",
PAGES = "78-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111460"}
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AUTHOR = "Zhang, Y.Q. and Cao, G. and Wang, B.S. and Li, X.S.",
TITLE = "A novel ensemble method for k-nearest neighbor",
JOURNAL = PR,
VOLUME = "85",
YEAR = "2019",
PAGES = "13-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111461"}
@article{bb115186,
AUTHOR = "Ghanem, S. and Krim, H. and Clouse, H.S. and Sakla, W.",
TITLE = "Metric Driven Classification: A Non-Parametric Approach Based on the
Henze-Penrose Test Statistic",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "5947-5956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111462"}
@inproceedings{bb115187,
AUTHOR = "Ghanem, S. and Skau, E. and Krim, H. and Clouse, H.S. and Sakla, W.",
TITLE = "Non-parametric bounds on the nearest neighbor classification accuracy
based on the Henze-Penrose metric",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1364-1368",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111463"}
@article{bb115188,
AUTHOR = "Zheng, C.Y. and Wang, N.N.",
TITLE = "Collaborative representation with k-nearest classes for
classification",
JOURNAL = PRL,
VOLUME = "117",
YEAR = "2019",
PAGES = "30-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111464"}
@article{bb115189,
AUTHOR = "Maraziotis, I.A. and Perantonis, S. and Dragomir, A. and Thanos, D.",
TITLE = "K-Nets: Clustering through nearest neighbors networks",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "470-481",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111465"}
@article{bb115190,
AUTHOR = "Liu, H. and Ji, R.R. and Wang, J.D. and Shen, C.H.",
TITLE = "Ordinal Constraint Binary Coding for Approximate Nearest Neighbor
Search",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "941-955",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111466"}
@article{bb115191,
AUTHOR = "Kurdziel, M. and Boryczko, K.",
TITLE = "Neighbor-rank densities for non-metric data",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "306-310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111467"}
@article{bb115192,
AUTHOR = "Chiu, C.Y. and Markchit, S.",
TITLE = "Effective and efficient indexing in cross-modal hashing-based
datasets",
JOURNAL = SP:IC,
VOLUME = "80",
YEAR = "2020",
PAGES = "115650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111468"}
@article{bb115193,
AUTHOR = "Tang, B. and He, H.B. and Zhang, S.",
TITLE = "MCENN: A variant of extended nearest neighbor method for pattern
recognition",
JOURNAL = PRL,
VOLUME = "133",
YEAR = "2020",
PAGES = "116-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111469"}
@article{bb115194,
AUTHOR = "Abu Aisheh, Z. and Raveaux, R. and Ramel, J.Y.",
TITLE = "Efficient k-nearest neighbors search in graph space",
JOURNAL = PRL,
VOLUME = "134",
YEAR = "2020",
PAGES = "77-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111470"}
@article{bb115195,
AUTHOR = "Ma, J.L. and Xiao, B. and Deng, C.",
TITLE = "Graph based semi-supervised classification with probabilistic nearest
neighbors",
JOURNAL = PRL,
VOLUME = "133",
YEAR = "2020",
PAGES = "94-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111471"}
@article{bb115196,
AUTHOR = "Eghbali, S. and Ashtiani, H. and Tahvildari, L.",
TITLE = "Online Nearest Neighbor Search Using Hamming Weight Trees",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1729-1740",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111472"}
@article{bb115197,
AUTHOR = "Hong, W.X. and Tang, X.Y. and Meng, J.J. and Yuan, J.S.",
TITLE = "Asymmetric Mapping Quantization for Nearest Neighbor Search",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1783-1790",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111473"}
@article{bb115198,
AUTHOR = "Jia, B.B. and Zhang, M.L.",
TITLE = "Multi-dimensional classification via kNN feature augmentation",
JOURNAL = PR,
VOLUME = "106",
YEAR = "2020",
PAGES = "107423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111474"}
@article{bb115199,
AUTHOR = "Aguilera, J. and Gonzalez, L.C. and Montes y Gomez, M. and Lopez, R. and Escalante, H.J.",
TITLE = "From neighbors to strengths-the k-strongest strengths (kSS)
classification algorithm",
JOURNAL = PRL,
VOLUME = "136",
YEAR = "2020",
PAGES = "301-308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT111475"}
Last update:Oct 24, 2021 at 16:35:58