@article{bb156500,
        AUTHOR = "Liu, F.H. and Huang, X.L. and Chen, Y.D. and Suykens, J.A.K.",
        TITLE = "Random Features for Kernel Approximation:
A Survey on Algorithms, Theory, and Beyond",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7128-7148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152397"}

@article{bb156501,
        AUTHOR = "Cleuziou, G.",
        TITLE = "Osom: A method for building overlapping topological maps",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "239-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152398"}

@inproceedings{bb156502,
        AUTHOR = "Cleuziou, G.",
        TITLE = "An extended version of the k-means method for overlapping clustering",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152399"}

@article{bb156503,
        AUTHOR = "Sarma, T.H. and Viswanath, P. and Reddy, B.E.",
        TITLE = "Speeding-up the kernel k-means clustering method: A prototype based
hybrid approach",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "564-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152400"}

@inproceedings{bb156504,
        AUTHOR = "Sarma, T.H. and Viswanath, P.",
        TITLE = "Speeding-Up the K-Means Clustering Method: A Prototype Based Approach",
        BOOKTITLE = PReMI09,
        YEAR = "2009",
        PAGES = "56-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152401"}

@article{bb156505,
        AUTHOR = "Fang, C.L. and Jin, W. and Ma, J.W.",
        TITLE = "K'-Means algorithms for clustering analysis with frequency sensitive
discrepancy metrics",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "580-586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152402"}

@article{bb156506,
        AUTHOR = "Tzortzis, G. and Likas, A.",
        TITLE = "The MinMax k-Means clustering algorithm",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "7",
        PAGES = "2505-2516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152403"}

@article{bb156507,
        AUTHOR = "Malinen, M.I. and Mariescu Istodor, R. and Franti, P.",
        TITLE = "K-means: Clustering by gradual data transformation",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "10",
        PAGES = "3376-3386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152404"}

@inproceedings{bb156508,
        AUTHOR = "Franti, P. and Mariescu Istodor, R. and Malinen, M.I.",
        TITLE = "K-means: Clustering by gradual data transformation",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "350-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152404"}

@inproceedings{bb156509,
        AUTHOR = "Malinen, M.I. and Franti, P.",
        TITLE = "Balanced K-Means for Clustering",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "32-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152405"}

@article{bb156510,
        AUTHOR = "Xu, Q. and Ding, C. and Liu, J.P. and Luo, B.",
        TITLE = "PCA-guided search for K-means",
        JOURNAL = PRL,
        VOLUME = "54",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "50-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152406"}

@article{bb156511,
        AUTHOR = "Tsapanos, N. and Tefas, A. and Nikolaidis, N. and Pitas, I.",
        TITLE = "A distributed framework for trimmed Kernel k-Means clustering",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "8",
        PAGES = "2685-2698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152407"}

@inproceedings{bb156512,
        AUTHOR = "Tsapanos, N. and Tefas, A. and Nikolaidis, N. and Pitas, I.",
        TITLE = "Kernel matrix trimming for improved Kernel K-means clustering",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2285-2289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152408"}

@article{bb156513,
        AUTHOR = "Soheily Khah, S. and Douzal Chouakria, A. and Gaussier, E.",
        TITLE = "Generalized k-means-based clustering for temporal data under weighted
and kernel time warp",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152409"}

@article{bb156514,
        AUTHOR = "Shantaiya, S. and Verma, K. and Mehta, K.K.",
        TITLE = "Multiple object clustering using FCM and K-means algorithms",
        JOURNAL = IJCVR,
        VOLUME = "6",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "331-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152410"}

@article{bb156515,
        AUTHOR = "Rodrigues, E.O. and Torok, L. and Liatsis, P. and Viterbo, J. and Conci, A.",
        TITLE = "k-MS: A novel clustering algorithm based on morphological
reconstruction",
        JOURNAL = PR,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "392-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152411"}

@article{bb156516,
        AUTHOR = "Li, Z.Q. and Guan, X.F. and Wu, H.Y. and Gong, J.Y.",
        TITLE = "A Novel k-Means Clustering Based Task Decomposition Method for
Distributed Vector-Based CA Models",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152412"}

@article{bb156517,
        AUTHOR = "Xu, J. and Han, J. and Nie, F. and Li, X.",
        TITLE = "Re-Weighted Discriminatively Embedded K-Means for Multi-View
Clustering",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3016-3027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152413"}

@article{bb156518,
        AUTHOR = "Bai, L. and Cheng, X.Q. and Liang, J. and Shen, H. and Guo, Y.",
        TITLE = "Fast density clustering strategies based on the k-means algorithm",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "375-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152414"}

@article{bb156519,
        AUTHOR = "Zhou, X.B. and Gu, J.G. and Shen, S.P. and Ma, H.J. and Miao, F. and Zhang, H. and Gong, H.M.",
        TITLE = "An Automatic K-Means Clustering Algorithm of GPS Data Combining a
Novel Niche Genetic Algorithm with Noise and Density",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152415"}

@article{bb156520,
        AUTHOR = "Papp, D. and Szucs, G.",
        TITLE = "MMKK++ algorithm for clustering heterogeneous images into an unknown
number of clusters",
        JOURNAL = ELCVIA,
        VOLUME = "16",
        YEAR = "2017",
        NUMBER = "3",
        PAGES = "30-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152416"}

@article{bb156521,
        AUTHOR = "Ismkhan, H.",
        TITLE = "I-k-means-+: An iterative clustering algorithm based on an enhanced
version of the k-means",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "402-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152417"}

@article{bb156522,
        AUTHOR = "Marquez, D.G. and Otero, A. and Felix, P. and Garcia, C.A.",
        TITLE = "A novel and simple strategy for evolving prototype based clustering",
        JOURNAL = PR,
        VOLUME = "82",
        YEAR = "2018",
        PAGES = "16-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152418"}

@article{bb156523,
        AUTHOR = "Schellekens, V. and Jacques, L.",
        TITLE = "Quantized Compressive K-Means",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1211-1215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152419"}

@article{bb156524,
        AUTHOR = "Gong, W.K. and Zhao, R. and Grunewald, S.",
        TITLE = "Structured sparse K-means clustering via Laplacian smoothing",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152420"}

@article{bb156525,
        AUTHOR = "Ganguly, D.",
        TITLE = "A Fast Partitional Clustering Algorithm based on Nearest Neighbours
Heuristics",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "198-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152421"}

@article{bb156526,
        AUTHOR = "Gupta, A. and Datta, S. and Das, S.",
        TITLE = "Fast automatic estimation of the number of clusters from the minimum
inter-center distance for k-means clustering",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "72-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152422"}

@article{bb156527,
        AUTHOR = "Franti, P. and Sieranoja, S.",
        TITLE = "How much can k-means be improved by using better initialization and
repeats?",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "95-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152423"}

@article{bb156528,
        AUTHOR = "Oktar, Y. and Turkan, M.",
        TITLE = "K-polytopes: a superproblem of k-means",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1207-1214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152424"}

@article{bb156529,
        AUTHOR = "Lucke, J. and Forster, D.",
        TITLE = "k-means as a variational EM approximation of Gaussian mixture models",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "349-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152425"}

@article{bb156530,
        AUTHOR = "Yu, H. and Wen, G.Q. and Gan, J.Z. and Zheng, W. and Lei, C.",
        TITLE = "Self-paced Learning for K-means Clustering Algorithm",
        JOURNAL = PRL,
        VOLUME = "132",
        YEAR = "2020",
        PAGES = "69-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152426"}

@article{bb156531,
        AUTHOR = "Moradi Fard, M. and Thonet, T. and Gaussier, E.",
        TITLE = "Deep k-Means: Jointly clustering with k-Means and learning
representations",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "185-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152427"}

@article{bb156532,
        AUTHOR = "Saha, J. and Mukherjee, J.",
        TITLE = "CNAK: Cluster number assisted K-means",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "107625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152428"}

@article{bb156533,
        AUTHOR = "Vouros, A. and Vasilaki, E.",
        TITLE = "A semi-supervised sparse K-Means algorithm",
        JOURNAL = PRL,
        VOLUME = "142",
        YEAR = "2021",
        PAGES = "65-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152429"}

@article{bb156534,
        AUTHOR = "Mansueto, P. and Schoen, F.",
        TITLE = "Memetic differential evolution methods for clustering problems",
        JOURNAL = PR,
        VOLUME = "114",
        YEAR = "2021",
        PAGES = "107849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152430"}

@article{bb156535,
        AUTHOR = "Jabi, M. and Pedersoli, M. and Mitiche, A. and Ben Ayed, I.",
        TITLE = "Deep Clustering:
On the Link Between Discriminative Models and K-Means",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1887-1896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152431"}

@article{bb156536,
        AUTHOR = "Huang, S.D. and Kang, Z. and Xu, Z.L. and Liu, Q.H.",
        TITLE = "Robust deep k-means: An effective and simple method for data
clustering",
        JOURNAL = PR,
        VOLUME = "117",
        YEAR = "2021",
        PAGES = "107996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152432"}

@article{bb156537,
        AUTHOR = "Xia, S.Y. and Peng, D. and Meng, D.Y. and Zhang, C.Q. and Wang, G.Y. and Giem, E. and Wei, W. and Chen, Z.Z.",
        TITLE = "Ball k-Means: Fast Adaptive Clustering With No Bounds",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "87-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152433"}

@article{bb156538,
        AUTHOR = "Nie, F.P. and Xue, J.J. and Wu, D.Y. and Wang, R. and Li, H. and Li, X.L.",
        TITLE = "Coordinate Descent Method for k-means",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2371-2385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152434"}

@article{bb156539,
        AUTHOR = "Wang, R. and Lu, J. and Lu, Y.H. and Nie, F.P. and Li, X.L.",
        TITLE = "Discrete and Parameter-Free Multiple Kernel k-Means",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        NUMBER = "2022",
        PAGES = "2796-2808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152435"}

@article{bb156540,
        AUTHOR = "Dorabiala, O. and Kutz, J.N. and Aravkin, A.Y.",
        TITLE = "Robust Trimmed K-Means",
        JOURNAL = PRL,
        VOLUME = "161",
        YEAR = "2022",
        PAGES = "9-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152436"}

@article{bb156541,
        AUTHOR = "Lin, Y.X. and Chen, S.C.",
        TITLE = "Rectified Euler k-means and beyond",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152437"}

@article{bb156542,
        AUTHOR = "Mussabayev, R. and Mladenovic, N. and Jarboui, B. and Mussabayev, R.",
        TITLE = "How to Use K-means for Big Data Clustering?",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152438"}

@article{bb156543,
        AUTHOR = "Laber, E. and Murtinho, L. and Oliveira, F.",
        TITLE = "Shallow decision trees for explainable k-means clustering",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152439"}

@article{bb156544,
        AUTHOR = "Liu, X.W.",
        TITLE = "SimpleMKKM: Simple Multiple Kernel K-Means",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "5174-5186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152440"}

@article{bb156545,
        AUTHOR = "Hu, H. and Liu, J.X. and Zhang, X.P. and Fang, M.G.",
        TITLE = "An Effective and Adaptable K-means Algorithm for Big Data Cluster
Analysis",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152441"}

@article{bb156546,
        AUTHOR = "Rezaei, M. and Franti, P.",
        TITLE = "K-sets and k-swaps algorithms for clustering sets",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152442"}

@article{bb156547,
        AUTHOR = "Liu, H.F. and Chen, J.X. and Dy, J. and Fu, Y.",
        TITLE = "Transforming Complex Problems Into K-Means Solutions",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9149-9168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152443"}

@article{bb156548,
        AUTHOR = "Xin, H.N. and Lu, Y.H. and Tang, H.L. and Wang, R. and Nie, F.P.",
        TITLE = "Self-Weighted Euler k-Means Clustering",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1127-1131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152444"}

@article{bb156549,
        AUTHOR = "Guan, X. and Terada, Y.",
        TITLE = "Sparse kernel k-means for high-dimensional data",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152445"}

@article{bb156550,
        AUTHOR = "Terada, Y. and Guan, X.",
        TITLE = "Sparse kernel k-means for high-dimensional data",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152445"}

@article{bb156551,
        AUTHOR = "Ping, Y. and Li, H. and Hao, B. and Guo, C. and Wang, B.C.",
        TITLE = "Beyond k-Means++: Towards better cluster exploration with geometrical
information",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152446"}

@article{bb156552,
        AUTHOR = "He, L. and Zhang, H.",
        TITLE = "Doubly Stochastic Distance Clustering",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6721-6732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152447"}

@article{bb156553,
        AUTHOR = "Lu, H. and Xu, H. and Wang, Q.Q. and Gao, Q.X. and Yang, M. and Gao, X.B.",
        TITLE = "Efficient Multi-View K-Means for Image Clustering",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "273-284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152448"}

@article{bb156554,
        AUTHOR = "Han, S. and Lee, J.",
        TITLE = "Parallelized Inter-Image k-Means Clustering Algorithm for
Unsupervised Classification of Series of Satellite Images",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152449"}

@article{bb156555,
        AUTHOR = "Shi, K. and Yan, J.J. and Yang, J.",
        TITLE = "A Semantic Partition Algorithm Based on Improved K-Means Clustering
for Large-Scale Indoor Areas",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152450"}

@article{bb156556,
        AUTHOR = "Pal, S.S. and Mukhopadhyay, J. and Sarkar, S.",
        TITLE = "Finding hierarchy of clusters",
        JOURNAL = PRL,
        VOLUME = "178",
        YEAR = "2024",
        PAGES = "7-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152451"}

@article{bb156557,
        AUTHOR = "Su, R. and Guo, Y. and Wu, C. and Jin, Q.Y. and Zeng, T.Y.",
        TITLE = "Kernel correlation-dissimilarity for Multiple Kernel k-Means
clustering",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152452"}

@article{bb156558,
        AUTHOR = "Wu, X.L. and Yu, Y.F. and Chen, L. and Ding, W.P. and Wang, Y.X.",
        TITLE = "Robust deep fuzzy K-means clustering for image data",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152453"}

@article{bb156559,
        AUTHOR = "Heidari, J. and Daneshpour, N. and Zangeneh, A.",
        TITLE = "A novel K-means and K-medoids algorithms for clustering
non-spherical-shape clusters non-sensitive to outliers",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152454"}

@article{bb156560,
        AUTHOR = "Zhang, X.D. and Li, F.F. and Shi, Z.Y. and Yang, M.",
        TITLE = "Multi-view reduced dimensionality K-means clustering with sigma-norm
and Schatten p-norm",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152455"}

@article{bb156561,
        AUTHOR = "Huang, X. and Tao, H. and Ni, H.T. and Hou, C.P.",
        TITLE = "Debiasing weighted multi-view k-means clustering based on causal
regularization",
        JOURNAL = PR,
        VOLUME = "160",
        YEAR = "2025",
        PAGES = "111195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152456"}

@article{bb156562,
        AUTHOR = "Zhang, Z.T. and Chen, X.J. and Wang, C. and Wang, R. and Song, W. and Nie, F.P.",
        TITLE = "Structured multi-view k-means clustering",
        JOURNAL = PR,
        VOLUME = "160",
        YEAR = "2025",
        PAGES = "111113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152457"}

@article{bb156563,
        AUTHOR = "Pei, S.F. and Sun, Y.C. and Nie, F.P. and Jiang, X.D. and Zheng, Z.W.",
        TITLE = "Adaptive Graph K-Means",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152458"}

@article{bb156564,
        AUTHOR = "Gao, Q.X. and Li, F.F. and Wang, Q.Q. and Gao, X.B. and Tao, D.C.",
        TITLE = "Manifold Based Multi-View K-Means",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3175-3182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152459"}

@article{bb156565,
        AUTHOR = "Yang, M.S. and Sinaga, K.P.",
        TITLE = "Federated Multi-View K-Means Clustering",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2446-2459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152460"}

@article{bb156566,
        AUTHOR = "Meng, B. and Li, F.F. and Yang, F. and Gao, Q.X.",
        TITLE = "Centroid-Free K-Means With Balanced Clustering",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1191-1195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152461"}

@article{bb156567,
        AUTHOR = "Bajpai, N. and Paik, J.H. and Sarkar, S.",
        TITLE = "Balanced seed selection for K-means clustering with determinantal
point process",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152462"}

@article{bb156568,
        AUTHOR = "Fu, Z.Q. and Zhao, Y. and Chang, D.X. and Wang, Y.M. and Wen, J.",
        TITLE = "Reordered k-Means: A New Baseline for View-Unaligned Multi-View
Clustering",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "1962-1972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152463"}

@article{bb156569,
        AUTHOR = "Lee, Y.",
        TITLE = "Adaptive Beampattern Synthesis for Partially-Clustered Array Through
K-Means and Amplitude-Only MVDR",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2129-2133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152464"}

@article{bb156570,
        AUTHOR = "Yuan, Y. and Zhao, L. and Pei, S. and Nie, F.P.",
        TITLE = "Efficient greedy optimization method for k-means",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152465"}

@article{bb156571,
        AUTHOR = "Zhao, L. and Yuan, Y. and Nie, F.P.",
        TITLE = "Efficient hierarchical multi-resolution k-means clustering",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152466"}

@article{bb156572,
        AUTHOR = "Wang, C. and Chen, G.Q. and Wu, B.Y. and Jin, Q.Y. and Zeng, T.Y.",
        TITLE = "Localized simple multiple kernel k-means with matrix regularization",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "113981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152467"}

@article{bb156573,
        AUTHOR = "Tang, Y. and Guo, J. and Zheng, Y. and Feng, H. and Pan, X.Q. and Zhou, L.",
        TITLE = "K-means clustering with generalized metrics using Ordered Pair of
Normalized real numbers",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152468"}

@article{bb156574,
        AUTHOR = "Jarboui, B. and Mladenovic, N. and Almathkour, F. and Mussabayev, R.",
        TITLE = "One-pass .ѵ-means for big data clustering",
        JOURNAL = PRL,
        VOLUME = "208",
        YEAR = "2026",
        PAGES = "115-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152469"}

@inproceedings{bb156575,
        AUTHOR = "Garcin, C. and Servajean, M. and Joly, A. and Salmon, J.",
        TITLE = "A Two-Head Loss Function for Deep Average-K Classification",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7358-7367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152470"}

@inproceedings{bb156576,
        AUTHOR = "Zaech, J.N. and Danelljan, M. and Birdal, T. and Van Gool, L.J.",
        TITLE = "Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum
Computing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26191-26201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152471"}

@inproceedings{bb156577,
        AUTHOR = "Miao, S.Y. and Zheng, L. and Liu, J.J. and Jin, H.",
        TITLE = "K-means Clustering Based Feature Consistency Alignment for Label-free
Model Evaluation",
        BOOKTITLE = VDU23,
        YEAR = "2023",
        PAGES = "3299-3307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152472"}

@inproceedings{bb156578,
        AUTHOR = "Lu, Y.H. and Zheng, X. and Wang, R. and Nie, F.P. and Li, X.L.",
        TITLE = "A Unified Framework for Discrete Multi-kernel k-means with Kernel
Diversity Regularization",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4934-4940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152473"}

@inproceedings{bb156579,
        AUTHOR = "Goel, A. and Majumdar, A. and Chouzenoux, E. and Chierchia, G.",
        TITLE = "Deep Convolutional K-Means Clustering",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "211-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152474"}

@inproceedings{bb156580,
        AUTHOR = "Qian, Q. and Xu, Y.H. and Hu, J. and Li, H. and Jin, R.",
        TITLE = "Unsupervised Visual Representation Learning by Online Constrained
K-Means",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16619-16628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152475"}

@inproceedings{bb156581,
        AUTHOR = "Ren, Y.H. and Du, Y.",
        TITLE = "Uniform and Non-uniform Sampling Methods for Sub-linear Time k-means
Clustering",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7775-7781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152476"}

@inproceedings{bb156582,
        AUTHOR = "Fukunaga, T. and Kasai, H.",
        TITLE = "Wasserstein k-means with sparse simplex projection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1627-1634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152477"}

@inproceedings{bb156583,
        AUTHOR = "Chen, Q. and Jiang, J. and Du, M. and Zhou, L. and Jing, C. and Lu, C.",
        TITLE = "A Hybridization of An Improved Particle Swarm Optimization and Fuzzy
K-means Algorithm for Hyperspectral Image Classification",
        BOOKTITLE = HyperMLPA19,
        YEAR = "2019",
        PAGES = "1833-1839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152478"}

@inproceedings{bb156584,
        AUTHOR = "Le, H.M. and Eriksson, A.P. and Do, T.T. and Milford, M.",
        TITLE = "A Binary Optimization Approach for Constrained K-Means Clustering",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "IV:383-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152479"}

@inproceedings{bb156585,
        AUTHOR = "Cai, G. and Zhang, R. and Nie, F. and Li, X.",
        TITLE = "Feature Selection via Incorporating Stiefel Manifold in Relaxed
K-Means",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1503-1507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152480"}

@inproceedings{bb156586,
        AUTHOR = "Rastogi, R. and Sharma, S.",
        TITLE = "Tree-Based Structural Twin Support Tensor Clustering with Square Loss
Function",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "28-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152481"}

@inproceedings{bb156587,
        AUTHOR = "Kumar, R. and Bishnu, P.S. and Bhattacherjee, V.",
        TITLE = "K-Means Algorithm to Identify k1-Most Demanding Products",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "451-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152482"}

@inproceedings{bb156588,
        AUTHOR = "Fatima, E.B. and Abdelmajid, E.M.",
        TITLE = "Study of efficiency k-means clustering using Z-test proprieties",
        BOOKTITLE = ISCV17,
        YEAR = "2017",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152483"}

@inproceedings{bb156589,
        AUTHOR = "Ye, Y.K. and Liu, X. and Yin, J. and Zhu, E.",
        TITLE = "Co-regularized kernel k-means for multi-view clustering",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1583-1588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152484"}

@inproceedings{bb156590,
        AUTHOR = "Xu, J.L. and Han, J.W. and Nie, F.P.",
        TITLE = "Discriminatively Embedded K-Means for Multi-view Clustering",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5356-5364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152485"}

@inproceedings{bb156591,
        AUTHOR = "Luchi, D. and Santos, W. and Rodrigues, A. and Varejao, F.M.",
        TITLE = "Genetic Sampling k-means for Clustering Large Data Sets",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "691-698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152486"}

@inproceedings{bb156592,
        AUTHOR = "Choi, Y.K. and Park, C. and Kweon, I.S.",
        TITLE = "Accelerated Kmeans Clustering Using Binary Random Projection",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "II: 257-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152487"}

@inproceedings{bb156593,
        AUTHOR = "Fu, X. and McCane, B. and Mills, S. and Albert, M.",
        TITLE = "NOKMeans: Non-Orthogonal K-means Hashing",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "I: 162-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152488"}

@inproceedings{bb156594,
        AUTHOR = "Yu, Z.D. and Xu, C.J. and Meng, D.Y. and Hui, Z. and Xiao, F.Y. and Liu, W.B. and Liu, J.Z.",
        TITLE = "Transitive Distance Clustering with K-Means Duality",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "987-994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152489"}

@inproceedings{bb156595,
        AUTHOR = "Aroche Villarruel, A.A. and Carrasco Ochoa, J.A. and Martinez Trinidad, J.F. and Olvera Lopez, J.A. and Perez Suarez, A.",
        TITLE = "Study of Overlapping Clustering Algorithms Based on Kmeans through
FBcubed Metric",
        BOOKTITLE = MCPR14,
        YEAR = "2014",
        PAGES = "112-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152490"}

@inproceedings{bb156596,
        AUTHOR = "Nakouri, H. and Limam, M.",
        TITLE = "Automatic Feature Detection and Clustering Using Random Indexing",
        BOOKTITLE = ICISP14,
        YEAR = "2014",
        PAGES = "586-593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152491"}

@inproceedings{bb156597,
        AUTHOR = "Nakouri, H. and Limam, M.",
        TITLE = "Discovering Features Contexts from Images Using Random Indexing",
        BOOKTITLE = IWCIA14,
        YEAR = "2014",
        PAGES = "134-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152492"}

@inproceedings{bb156598,
        AUTHOR = "Li, Q. and Qin, Z. and Chai, L.S. and Zhang, H.G. and Guo, J. and Bhanu, B.",
        TITLE = "Representative reference-set and betweenness centrality for scene
image categorization",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3254-3258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152493"}

@inproceedings{bb156599,
        AUTHOR = "Norouzi, M. and Fleet, D.J.",
        TITLE = "Cartesian K-Means",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3017-3024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152494"}

Last update: