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in binary problems",
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@article{bb135661,
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functions",
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@article{bb135662,
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L_2-minimization approach",
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@inproceedings{bb135663,
        AUTHOR = "Cai, S. and Zhang, L. and Zuo, W. and Feng, X.",
        TITLE = "A Probabilistic Collaborative Representation Based Approach for
Pattern Classification",
        BOOKTITLE = CVPR16,
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@article{bb135664,
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        TITLE = "Burn Depth Analysis Using Multidimensional Scaling Applied to
Psychophysical Experiment Data",
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@article{bb135665,
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@article{bb135666,
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        TITLE = "LiNearN: A new approach to nearest neighbour density estimator",
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@article{bb135667,
        AUTHOR = "Shen, X.H. and Lin, Z. and Brandt, J. and Wu, Y.",
        TITLE = "Spatially-Constrained Similarity Measure for Large-Scale Object
Retrieval",
        JOURNAL = PAMI,
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@inproceedings{bb135668,
        AUTHOR = "Shen, X.H. and Lin, Z. and Brandt, J. and Avidan, S. and Wu, Y.",
        TITLE = "Object retrieval and localization with spatially-constrained similarity
measure and k-NN re-ranking",
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@article{bb135669,
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@article{bb135670,
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clouds",
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        TITLE = "Iterative Nearest Neighbors",
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@inproceedings{bb135672,
        AUTHOR = "Timofte, R. and Van Gool, L.J.",
        TITLE = "Iterative Nearest Neighbors for classification and dimensionality
reduction",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131708"}

@inproceedings{bb135673,
        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#TT131709"}

@inproceedings{bb135674,
        AUTHOR = "Rematas, K. and Fritz, M. and Tuytelaars, T.",
        TITLE = "The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
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@article{bb135675,
        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",
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        NUMBER = "4",
        MONTH = "November",
        PAGES = "259-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131711"}

@article{bb135676,
        AUTHOR = "Houle, M.E. and Nett, M.",
        TITLE = "Rank-Based Similarity Search: Reducing the Dimensional Dependence",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131712"}

@article{bb135677,
        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,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131713"}

@article{bb135678,
        AUTHOR = "Ritter, G.X. and Nieves Vazquez, J.A. and Urcid, G.",
        TITLE = "A simple statistics-based nearest neighbor cluster detection
algorithm",
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131714"}

@article{bb135679,
        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,
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        YEAR = "2015",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131715"}

@inproceedings{bb135680,
        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#TT131716"}

@inproceedings{bb135681,
        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",
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        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131717"}

@article{bb135682,
        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",
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        NUMBER = "3",
        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131718"}

@article{bb135683,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131719"}

@article{bb135684,
        AUTHOR = "Xiao, C. and Chaovalitwongse, W.A.",
        TITLE = "Optimization Models for Feature Selection of Decomposed Nearest
Neighbor",
        JOURNAL = SMCS,
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        NUMBER = "2",
        MONTH = "February",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131720"}

@article{bb135685,
        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,
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        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "907-919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131721"}

@article{bb135686,
        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,
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        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4514-4524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131722"}

@article{bb135687,
        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,
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        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131723"}

@inproceedings{bb135688,
        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#TT131724"}

@article{bb135689,
        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131725"}

@article{bb135690,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131726"}

@article{bb135691,
        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",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131727"}

@article{bb135692,
        AUTHOR = "Verdoliva, L. and Cozzolino, D. and Poggi, G.",
        TITLE = "A Reliable Order-Statistics-Based Approximate Nearest Neighbor Search
Algorithm",
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        NUMBER = "1",
        MONTH = "January",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131728"}

@article{bb135693,
        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",
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        YEAR = "2018",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131729"}

@article{bb135694,
        AUTHOR = "Myhre, J.N. and Mikalsen, K.O. and Lokse, S. and Jenssen, R.",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131730"}

@inproceedings{bb135695,
        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#TT131731"}

@article{bb135696,
        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#TT131732"}

@article{bb135697,
        AUTHOR = "Zhang, S.C. and Cheng, D. and Deng, Z. and Zong, M. and Deng, X.",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT131733"}

@article{bb135698,
        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#TT131734"}

@article{bb135699,
        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,
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