@article{bb151300,
        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#TT147221"}

@article{bb151301,
        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#TT147222"}

@article{bb151302,
        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#TT147223"}

@inproceedings{bb151303,
        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#TT147224"}

@article{bb151304,
        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#TT147225"}

@article{bb151305,
        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#TT147226"}

@article{bb151306,
        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#TT147227"}

@inproceedings{bb151307,
        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#TT147228"}

@inproceedings{bb151308,
        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#TT147229"}

@inproceedings{bb151309,
        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#TT147230"}

@article{bb151310,
        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#TT147231"}

@article{bb151311,
        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#TT147232"}

@article{bb151312,
        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#TT147233"}

@article{bb151313,
        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#TT147234"}

@article{bb151314,
        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#TT147235"}

@inproceedings{bb151315,
        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#TT147236"}

@inproceedings{bb151316,
        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#TT147237"}

@article{bb151317,
        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#TT147238"}

@article{bb151318,
        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#TT147239"}

@article{bb151319,
        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#TT147240"}

@article{bb151320,
        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#TT147241"}

@article{bb151321,
        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#TT147242"}

@inproceedings{bb151322,
        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#TT147243"}

@article{bb151323,
        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#TT147244"}

@article{bb151324,
        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#TT147245"}

@article{bb151325,
        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#TT147246"}

@article{bb151326,
        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#TT147247"}

@article{bb151327,
        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#TT147248"}

@article{bb151328,
        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#TT147249"}

@inproceedings{bb151329,
        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#TT147250"}

@article{bb151330,
        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#TT147251"}

@article{bb151331,
        AUTHOR = "Zhang, S.C. and Cheng, D. and Deng, Z.Y. and Zong, M. and Deng, X.L.",
        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#TT147252"}

@article{bb151332,
        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#TT147253"}

@article{bb151333,
        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#TT147254"}

@article{bb151334,
        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#TT147255"}

@article{bb151335,
        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#TT147256"}

@inproceedings{bb151336,
        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#TT147257"}

@article{bb151337,
        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#TT147258"}

@article{bb151338,
        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#TT147259"}

@article{bb151339,
        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#TT147260"}

@article{bb151340,
        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#TT147261"}

@article{bb151341,
        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#TT147262"}

@article{bb151342,
        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#TT147263"}

@article{bb151343,
        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#TT147264"}

@article{bb151344,
        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#TT147265"}

@article{bb151345,
        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#TT147266"}

@article{bb151346,
        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#TT147267"}

@article{bb151347,
        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#TT147268"}

@article{bb151348,
        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#TT147269"}

@article{bb151349,
        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#TT147270"}

@article{bb151350,
        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#TT147271"}

@article{bb151351,
        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#TT147272"}

@article{bb151352,
        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#TT147273"}

@article{bb151353,
        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#TT147274"}

@article{bb151354,
        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#TT147275"}

@article{bb151355,
        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#TT147276"}

@article{bb151356,
        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#TT147277"}

@article{bb151357,
        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#TT147278"}

@article{bb151358,
        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#TT147279"}

@inproceedings{bb151359,
        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#TT147280"}

@article{bb151360,
        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#TT147281"}

@article{bb151361,
        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#TT147282"}

@article{bb151362,
        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#TT147283"}

@article{bb151363,
        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#TT147284"}

@article{bb151364,
        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#TT147285"}

@article{bb151365,
        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#TT147286"}

@article{bb151366,
        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#TT147287"}

@article{bb151367,
        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#TT147288"}

@article{bb151368,
        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#TT147289"}

@article{bb151369,
        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#TT147290"}

@article{bb151370,
        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#TT147291"}

@article{bb151371,
        AUTHOR = "Ni, Y.T. and Qian, J. and Chen, E. and Yan, S.W. and Ye, J.G.",
        TITLE = "GBK-DPC: Density peak clustering based on granular ball with
K-nearest neighbor",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147292"}

@article{bb151372,
        AUTHOR = "Wang, P.F. and Song, J.T. and Xin, S.Q. and Chen, S.M. and Tu, C.H. and Wang, W.P. and Wang, J.",
        TITLE = "Efficient Nearest Neighbor Search Using Dynamic Programming",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "999-1014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147293"}

@article{bb151373,
        AUTHOR = "Deng, C. and Zhang, Q.H. and Zhou, X.R. and Zhang, S.Y. and Wang, G. and Xu, W.H.",
        TITLE = "Density peaks clustering algorithm integrating manifold distance and
mutual nearest neighbors",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147294"}

@inproceedings{bb151374,
        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#TT147295"}

@inproceedings{bb151375,
        AUTHOR = "Nakamura, K. and Nozawa, Y. and Lin, Y.C. and Nakata, K. and Ng, Y.Y.",
        TITLE = "Improving Image Clustering with Artifacts Attenuation via
Inference-time Attention Engineering",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "I: 277-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147296"}

@inproceedings{bb151376,
        AUTHOR = "Nakata, K. and Ng, Y.Y. and Miyashita, D. and Maki, A. and Lin, Y.C. and Deguchi, J.",
        TITLE = "Revisiting a kNN-Based Image Classification System with High-Capacity
Storage",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVII:457-474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147297"}

@inproceedings{bb151377,
        AUTHOR = "Zhang, H. and Tang, B. and Hu, W.Z. and Wang, X.Y.",
        TITLE = "Connecting Compression Spaces with Transformer for Approximate Nearest
Neighbor Search",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIV:515-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147298"}

@inproceedings{bb151378,
        AUTHOR = "Orozco Alzate, M. and Bicego, M.",
        TITLE = "A cheaper Rectified-Nearest-Feature-Line-Segment classifier based on
safe points",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2787-2794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147299"}

@inproceedings{bb151379,
        AUTHOR = "Ju, X.B. and Shao, S. and Long, H. and Wang, W.Z.",
        TITLE = "Nearest Neighbor Classification Based on Activation Space of
Convolutional Neural Network",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "431-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147300"}

@inproceedings{bb151380,
        AUTHOR = "Jia, B.B. and Zhang, M.L.",
        TITLE = "Md-knn: An Instance-based Approach for Multi-Dimensional
Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "126-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147301"}

@inproceedings{bb151381,
        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#TT147302"}

@inproceedings{bb151382,
        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#TT147303"}

@inproceedings{bb151383,
        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#TT147304"}

@inproceedings{bb151384,
        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#TT147305"}

@inproceedings{bb151385,
        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#TT147306"}

@inproceedings{bb151386,
        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#TT147307"}

@inproceedings{bb151387,
        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#TT147308"}

@inproceedings{bb151388,
        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#TT147309"}

@inproceedings{bb151389,
        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#TT147310"}

@inproceedings{bb151390,
        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#TT147311"}

@inproceedings{bb151391,
        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#TT147312"}

@inproceedings{bb151392,
        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#TT147313"}

@inproceedings{bb151393,
        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#TT147314"}

@inproceedings{bb151394,
        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#TT147315"}

@inproceedings{bb151395,
        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#TT147316"}

@inproceedings{bb151396,
        AUTHOR = "Franti, P. and Mariescu Istodor, R. and Zhong, C.M.",
        TITLE = "XNN Graph",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "207-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147317"}

@inproceedings{bb151397,
        AUTHOR = "Malach, T. and Pomenkova, J.",
        TITLE = "Learning of a robusted nearest neighbor classifier using multiple
training data",
        BOOKTITLE = WSSIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147318"}

@inproceedings{bb151398,
        AUTHOR = "Wang, Z. and Yuan, X.T. and Liu, Q. and Yan, S.C.",
        TITLE = "Additive Nearest Neighbor Feature Maps",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2866-2874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147319"}

@inproceedings{bb151399,
        AUTHOR = "Nguyen, T.A. and Matsui, Y. and Yamasaki, T. and Aizawa, K.",
        TITLE = "Searching for nearest neighbors with a dense space partitioning",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4461-4465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT147320"}

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