@article{bb109400,
        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#TT105748"}

@article{bb109401,
        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#TT105749"}

@article{bb109402,
        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#TT105750"}

@article{bb109403,
        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#TT105751"}

@article{bb109404,
        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#TT105752"}

@article{bb109405,
        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#TT105753"}

@article{bb109406,
        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#TT105754"}

@article{bb109407,
        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#TT105755"}

@article{bb109408,
        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#TT105756"}

@article{bb109409,
        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#TT105757"}

@inproceedings{bb109410,
        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#TT105758"}

@article{bb109411,
        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#TT105759"}

@article{bb109412,
        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#TT105760"}

@article{bb109413,
        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#TT105761"}

@article{bb109414,
        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#TT105762"}

@article{bb109415,
        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#TT105763"}

@article{bb109416,
        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#TT105764"}

@article{bb109417,
        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#TT105765"}

@inproceedings{bb109418,
        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#TT105766"}

@inproceedings{bb109419,
        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#TT105767"}

@article{bb109420,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105768"}

@article{bb109421,
        AUTHOR = "Trzcinski, T. and Lepetit, V. and Fua, P.",
        TITLE = "Thick boundaries in binary space and their influence on
nearest-neighbor search",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2173-2180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105769"}

@article{bb109422,
        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,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "472-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105770"}

@article{bb109423,
        AUTHOR = "Liu, Z.G. and Pan, Q. and Dezert, J.",
        TITLE = "A new belief-based K-nearest neighbor classification method",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "834-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105771"}

@article{bb109424,
        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,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "85-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105772"}

@article{bb109425,
        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,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "7",
        PAGES = "2532-2541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105773"}

@article{bb109426,
        AUTHOR = "Waqas, J. and Yi, Z. and Zhang, L.",
        TITLE = "Collaborative neighbor representation based classification using
L_2-minimization approach",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "201-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105774"}

@inproceedings{bb109427,
        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#TT105775"}

@article{bb109428,
        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,
        VOLUME = "32",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "1111-1120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105776"}

@article{bb109429,
        AUTHOR = "Pelillo, M.",
        TITLE = "Alhazen and the nearest neighbor rule",
        JOURNAL = PRL,
        VOLUME = "38",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "34-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105777"}

@article{bb109430,
        AUTHOR = "Wells, J.R. and Ting, K.M. and Washio, T.",
        TITLE = "LiNearN: A new approach to nearest neighbour density estimator",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "8",
        PAGES = "2702-2720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105778"}

@article{bb109431,
        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#TT105779"}

@inproceedings{bb109432,
        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#TT105780"}

@article{bb109433,
        AUTHOR = "Vikjord, V.V. and Jenssen, R.",
        TITLE = "Information theoretic clustering using a k-nearest neighbors approach",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3070-3081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105781"}

@article{bb109434,
        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,
        VOLUME = "49",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "162-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105782"}

@article{bb109435,
        AUTHOR = "Timofte, R. and Van Gool, L.J.",
        TITLE = "Iterative Nearest Neighbors",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "60-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105783"}

@inproceedings{bb109436,
        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#TT105784"}

@inproceedings{bb109437,
        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#TT105785"}

@inproceedings{bb109438,
        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",
        PAGES = "I:176-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105786"}

@article{bb109439,
        AUTHOR = "Houle, M.E. and Ma, X.G. and Oria, V. and Sun, J.C.",
        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#TT105787"}

@article{bb109440,
        AUTHOR = "Houle, M.E. and Nett, M.",
        TITLE = "Rank-Based Similarity Search: Reducing the Dimensional Dependence",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "136-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105788"}

@article{bb109441,
        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#TT105789"}

@article{bb109442,
        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#TT105790"}

@article{bb109443,
        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#TT105791"}

@inproceedings{bb109444,
        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#TT105792"}

@inproceedings{bb109445,
        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#TT105793"}

@article{bb109446,
        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#TT105794"}

@article{bb109447,
        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#TT105795"}

@article{bb109448,
        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#TT105796"}

@article{bb109449,
        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#TT105797"}

@article{bb109450,
        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#TT105798"}

@article{bb109451,
        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#TT105799"}

@inproceedings{bb109452,
        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#TT105800"}

@article{bb109453,
        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#TT105801"}

@article{bb109454,
        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#TT105802"}

@article{bb109455,
        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#TT105803"}

@article{bb109456,
        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#TT105804"}

@article{bb109457,
        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#TT105805"}

@article{bb109458,
        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#TT105806"}

@inproceedings{bb109459,
        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#TT105807"}

@article{bb109460,
        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#TT105808"}

@article{bb109461,
        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#TT105809"}

@article{bb109462,
        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#TT105810"}

@article{bb109463,
        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#TT105811"}

@article{bb109464,
        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#TT105812"}

@article{bb109465,
        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#TT105813"}

@article{bb109466,
        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#TT105814"}

@inproceedings{bb109467,
        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#TT105815"}

@article{bb109468,
        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#TT105816"}

@article{bb109469,
        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#TT105817"}

@article{bb109470,
        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#TT105818"}

@article{bb109471,
        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#TT105819"}

@article{bb109472,
        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#TT105820"}

@article{bb109473,
        AUTHOR = "Zhang, M.",
        TITLE = "Forward-stagewise clustering: An algorithm for convex clustering",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "283-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105821"}

@article{bb109474,
        AUTHOR = "Zheng, S. and Ding, C.",
        TITLE = "A group lasso based sparse KNN classifier",
        JOURNAL = PRL,
        VOLUME = "131",
        YEAR = "2020",
        PAGES = "227-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105822"}

@article{bb109475,
        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#TT105823"}

@article{bb109476,
        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#TT105824"}

@article{bb109477,
        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#TT105825"}

@article{bb109478,
        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#TT105826"}

@article{bb109479,
        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#TT105827"}

@article{bb109480,
        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#TT105828"}

@article{bb109481,
        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#TT105829"}

@article{bb109482,
        AUTHOR = "Li, H.",
        TITLE = "1D representation of Laplacian eigenmaps and dual k-nearest neighbours
for unified video coding",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "August",
        PAGES = "2156-2165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105830"}

@article{bb109483,
        AUTHOR = "Abbas, M. and El Zoghabi, A. and Shoukry, A.",
        TITLE = "DenMune: Density peak based clustering using mutual nearest neighbors",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105831"}

@inproceedings{bb109484,
        AUTHOR = "Sarfraz, S. and Sharma, V. and Stiefelhagen, R.",
        TITLE = "Efficient Parameter-Free Clustering Using First Neighbor Relations",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8926-8935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105832"}

@inproceedings{bb109485,
        AUTHOR = "He, X.Y. and Wang, P.S. and Cheng, J.",
        TITLE = "K-Nearest Neighbors Hashing",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2834-2843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105833"}

@inproceedings{bb109486,
        AUTHOR = "Rattaphun, M. and Prayoonwong, A. and Chiu, C.Y.",
        TITLE = "Indexing in k-Nearest Neighbor Graph by Hash-Based Hill-Climbing",
        BOOKTITLE = MVA19,
        YEAR = "2019",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105834"}

@inproceedings{bb109487,
        AUTHOR = "Orozco Alzate, M. and Baldo, S. and Bicego, M.",
        TITLE = "Relation, Transition and Comparison Between the Adaptive Nearest
Neighbor Rule and the Hypersphere Classifier",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:141-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105835"}

@inproceedings{bb109488,
        AUTHOR = "Qiu, T. and Li, C.Y. and Li, Y.J.",
        TITLE = "D-NND: A Hierarchical Density Clustering Method via Nearest Neighbor
Descent",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1414-1419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105836"}

@inproceedings{bb109489,
        AUTHOR = "Zamora, J. and Allende Cid, H. and Mendoza, M.",
        TITLE = "A Distributed Shared Nearest Neighbors Clustering Algorithm",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "710-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105837"}

@inproceedings{bb109490,
        AUTHOR = "Ezghari, S. and Benouini, R. and Zahi, A. and Zenkouar, K.",
        TITLE = "Learning efficient and interpretable prototypes from data for nearest
neighbor classification method",
        BOOKTITLE = ISCV17,
        YEAR = "2017",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105838"}

@inproceedings{bb109491,
        AUTHOR = "Iwai, Y. and Nishiyama, M. and Yoshimura, H.",
        TITLE = "Asymmetric locality preserving projection and its application to
k-nearest neighbor method",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "55-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105839"}

@inproceedings{bb109492,
        AUTHOR = "Aryal, A.M. and Wang, S.J.",
        TITLE = "Discovery of patterns in spatio-temporal data using clustering
techniques",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "990-995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105840"}

@inproceedings{bb109493,
        AUTHOR = "Bicego, M. and Loog, M.",
        TITLE = "Weighted K-Nearest Neighbor revisited",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1642-1647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105841"}

@inproceedings{bb109494,
        AUTHOR = "Barddal, J.P. and Gomes, H.M. and Granatyr, J. and de Souza Britto, A. and Enembreck, F.",
        TITLE = "Overcoming feature drifts via dynamic feature weighted k-nearest
neighbor learning",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2186-2191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105842"}

@inproceedings{bb109495,
        AUTHOR = "Ozan, E.C. and Kiranyaz, S. and Gabbouj, M.",
        TITLE = "Joint K-Means quantization for Approximate Nearest Neighbor Search",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3645-3649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105843"}

@inproceedings{bb109496,
        AUTHOR = "Ozan, E.C. and Riabchenko, E. and Kiranyaz, S. and Gabbouj, M.",
        TITLE = "A vector quantization based k-NN approach for large-scale image
classification",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105844"}

@inproceedings{bb109497,
        AUTHOR = "Woodley, A. and Chappell, T. and Geva, S. and Nayak, R.",
        TITLE = "Efficient Feature Selection and Nearest Neighbour Search for
Hyperspectral Image Classification",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105845"}

@inproceedings{bb109498,
        AUTHOR = "Harwood, B. and Drummond, T.W.",
        TITLE = "FANNG: Fast Approximate Nearest Neighbour Graphs",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5713-5722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105846"}

@inproceedings{bb109499,
        AUTHOR = "Heo, J.P. and Lin, Z. and Shen, X.H. and Brandt, J. and Yoon, S.E.",
        TITLE = "Shortlist Selection with Residual-Aware Distance Estimator for
K-Nearest Neighbor Search",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2009-2017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT105847"}

Last update:Oct 19, 2020 at 15:02:28