@article{bb147700,
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#TT143668"}
@article{bb147701,
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#TT143669"}
@article{bb147702,
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#TT143670"}
@article{bb147703,
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#TT143671"}
@article{bb147704,
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#TT143672"}
@article{bb147705,
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#TT143673"}
@article{bb147706,
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#TT143674"}
@article{bb147707,
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#TT143675"}
@article{bb147708,
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#TT143676"}
@inproceedings{bb147709,
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#TT143677"}
@article{bb147710,
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#TT143678"}
@article{bb147711,
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#TT143679"}
@article{bb147712,
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#TT143680"}
@article{bb147713,
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#TT143681"}
@article{bb147714,
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#TT143682"}
@article{bb147715,
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#TT143683"}
@article{bb147716,
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#TT143684"}
@inproceedings{bb147717,
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#TT143685"}
@inproceedings{bb147718,
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#TT143686"}
@article{bb147719,
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#TT143687"}
@article{bb147720,
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#TT143688"}
@article{bb147721,
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#TT143689"}
@article{bb147722,
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#TT143690"}
@article{bb147723,
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#TT143691"}
@article{bb147724,
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#TT143692"}
@article{bb147725,
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#TT143693"}
@inproceedings{bb147726,
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#TT143694"}
@article{bb147727,
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#TT143695"}
@article{bb147728,
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#TT143696"}
@article{bb147729,
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#TT143697"}
@article{bb147730,
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#TT143698"}
@inproceedings{bb147731,
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#TT143699"}
@article{bb147732,
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#TT143700"}
@article{bb147733,
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#TT143701"}
@article{bb147734,
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#TT143702"}
@inproceedings{bb147735,
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#TT143703"}
@inproceedings{bb147736,
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#TT143704"}
@inproceedings{bb147737,
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#TT143705"}
@article{bb147738,
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#TT143706"}
@article{bb147739,
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#TT143707"}
@article{bb147740,
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#TT143708"}
@article{bb147741,
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#TT143709"}
@article{bb147742,
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#TT143710"}
@inproceedings{bb147743,
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#TT143711"}
@inproceedings{bb147744,
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#TT143712"}
@article{bb147745,
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#TT143713"}
@article{bb147746,
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#TT143714"}
@article{bb147747,
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#TT143715"}
@article{bb147748,
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#TT143716"}
@article{bb147749,
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#TT143717"}
@inproceedings{bb147750,
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#TT143718"}
@article{bb147751,
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#TT143719"}
@article{bb147752,
AUTHOR = "Zhu, Q.S. and Feng, J. and Huang, J.L.",
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#TT143720"}
@article{bb147753,
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#TT143721"}
@article{bb147754,
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#TT143722"}
@article{bb147755,
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#TT143723"}
@article{bb147756,
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#TT143724"}
@inproceedings{bb147757,
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#TT143725"}
@article{bb147758,
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#TT143726"}
@article{bb147759,
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#TT143727"}
@article{bb147760,
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#TT143728"}
@article{bb147761,
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#TT143729"}
@article{bb147762,
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#TT143730"}
@article{bb147763,
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#TT143731"}
@inproceedings{bb147764,
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#TT143732"}
@article{bb147765,
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#TT143733"}
@article{bb147766,
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#TT143734"}
@article{bb147767,
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#TT143735"}
@article{bb147768,
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#TT143736"}
@article{bb147769,
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#TT143737"}
@article{bb147770,
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#TT143738"}
@article{bb147771,
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#TT143739"}
@article{bb147772,
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#TT143740"}
@article{bb147773,
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#TT143741"}
@article{bb147774,
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#TT143742"}
@article{bb147775,
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#TT143743"}
@article{bb147776,
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#TT143744"}
@article{bb147777,
AUTHOR = "Li, H.G.",
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#TT143745"}
@article{bb147778,
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#TT143746"}
@article{bb147779,
AUTHOR = "Cariou, C. and Le Moan, S. and Chehdi, K.",
TITLE = "Improving K-Nearest Neighbor Approaches for Density-Based Pixel
Clustering in Hyperspectral Remote Sensing Images",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143747"}
@article{bb147780,
AUTHOR = "Rastin, N. and Jahromi, M.Z. and Taheri, M.",
TITLE = "A generalized weighted distance k-Nearest Neighbor for multi-label
problems",
JOURNAL = PR,
VOLUME = "114",
YEAR = "2021",
PAGES = "107526",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143748"}
@article{bb147781,
AUTHOR = "Andre, F. and Kermarrec, A.M. and Le Scouarnec, N.",
TITLE = "Quicker ADC:
Unlocking the Hidden Potential of Product Quantization With SIMD",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "1666-1677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143749"}
@article{bb147782,
AUTHOR = "Su, H.J. and Yu, Y. and Wu, Z.Y. and Du, Q.",
TITLE = "Random Subspace-Based k-Nearest Class Collaborative Representation
for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "6840-6853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143750"}
@article{bb147783,
AUTHOR = "Gong, X.W. and Yang, J.H. and Yuan, D. and Bao, W.",
TITLE = "Generalized Large Margin kNN for Partial Label Learning",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "1055-1066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143751"}
@article{bb147784,
AUTHOR = "Bareche, I. and Xia, Y.",
TITLE = "A Distributed Hybrid Indexing for Continuous KNN Query Processing
over Moving Objects",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143752"}
@article{bb147785,
AUTHOR = "Valero Mas, J.J. and Gallego, A.J. and Alonso Jimenez, P. and Serra, X.",
TITLE = "Multilabel Prototype Generation for data reduction in K-Nearest
Neighbour classification",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143753"}
@article{bb147786,
AUTHOR = "Qiu, T. and Li, Y.J.",
TITLE = "Hierarchical nearest neighbor descent, in-tree, and clustering",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109300",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143754"}
@inproceedings{bb147787,
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#TT143755"}
@article{bb147788,
AUTHOR = "Wang, Y.Z. and Pang, W. and Jiao, Z.X.",
TITLE = "An adaptive mutual K-nearest neighbors clustering algorithm based on
maximizing mutual information",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143756"}
@article{bb147789,
AUTHOR = "Ali, A. and Hamraz, M. and Gul, N. and Khan, D.M. and Aldahmani, S. and Khan, Z.",
TITLE = "A k nearest neighbour ensemble via extended neighbourhood rule and
feature subsets",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109641",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143757"}
@article{bb147790,
AUTHOR = "Tobin, J. and Zhang, M.",
TITLE = "A Theoretical Analysis of Density Peaks Clustering and the
Component-Wise Peak-Finding Algorithm",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1109-1120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143758"}
@article{bb147791,
AUTHOR = "Chen, J. and Zhang, X.Y. and Yuan, Z.",
TITLE = "Feature selections based on two-type overlap degrees and three-view
granulation measures for k-nearest-neighbor rough sets",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143759"}
@article{bb147792,
AUTHOR = "Ai, L.F. and Jiang, C.Y.",
TITLE = "Learning Adaptive Hypersphere: Boosting Efficiency on Approximate
Nearest Neighbor Search",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2190-2194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143760"}
@article{bb147793,
AUTHOR = "Xie, J. and Xiang, X.X. and Xia, S. and Jiang, L. and Wang, G. and Gao, X.B.",
TITLE = "MGNR: A Multi-Granularity Neighbor Relationship and Its Application
in KNN Classification and Clustering Methods",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7956-7972",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143761"}
@article{bb147794,
AUTHOR = "Wang, J. and Feng, F. and Lv, J.H. and Geng, X.",
TITLE = "Residual k-Nearest Neighbors Label Distribution Learning",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143762"}
@article{bb147795,
AUTHOR = "Liu, M.Y. and Yang, Z.Y. and Han, W. and Xie, S.L.",
TITLE = "Cluster Guided Truncated Hashing for Enhanced Approximate Nearest
Neighbor Search",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "181-185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143763"}
@article{bb147796,
AUTHOR = "Ghosh, S. and Vatsa, M. and Singh, R. and Ratha, N.",
TITLE = "On learning discriminative embeddings for optimized top-k matching",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143764"}
@article{bb147797,
AUTHOR = "Gao, X.Y. and Chen, Z.Y. and Zhang, B.S. and Wei, J.Z.",
TITLE = "Deep Learning to Hash With Application to Cross-View Nearest Neighbor
Search",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3882-3892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143765"}
@article{bb147798,
AUTHOR = "Xie, J.Y. and Yan, H. and Wang, M.Z. and Grant, P.W. and Pedrycz, W.",
TITLE = "WANN-DPC: Density peaks finding clustering based on Weighted Adaptive
Nearest Neighbors",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "111953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143766"}
@inproceedings{bb147799,
AUTHOR = "Sabri, M. and Yahyaouy, A. and Balzanella, A. and Verde, R. and Riffi, J. and Tairi, H.",
TITLE = "Functional Local Mean K-Nearest Neighbor:
Introducing a novel metric for improved algorithm performance",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT143767"}
Last update:Oct 6, 2025 at 14:07:43