@article{bb144300, AUTHOR = "Liaw, Y.C.", TITLE = "Improvement of the fast exact pairwise-nearest-neighbor algorithm", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "867-870", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140272"} @article{bb144301, AUTHOR = "Chen, G.L. and Lerman, G.", TITLE = "Spectral Curvature Clustering (SCC)", JOURNAL = IJCV, VOLUME = "81", YEAR = "2009", NUMBER = "3", MONTH = "March", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140273"} @inproceedings{bb144302, AUTHOR = "Chen, G.L. and Lerman, G.", TITLE = "Motion segmentation by SCC on the hopkins 155 database", BOOKTITLE = WDV09, YEAR = "2009", PAGES = "759-764", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140274"} @inproceedings{bb144303, AUTHOR = "Wang, X. and Atev, S. and Wright, J. and Lerman, G.", TITLE = "Fast Subspace Search via Grassmannian Based Hashing", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "2776-2783", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140275"} @inproceedings{bb144304, AUTHOR = "Chen, G.L. and Atev, S. and Lerman, G.", TITLE = "Kernel Spectral Curvature Clustering (KSCC)", BOOKTITLE = WDV09, YEAR = "2009", PAGES = "765-772", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140276"} @article{bb144305, AUTHOR = "Zhang, T. and Szlam, A. and Wang, Y. and Lerman, G.", TITLE = "Hybrid Linear Modeling via Local Best-Fit Flats", JOURNAL = IJCV, VOLUME = "100", YEAR = "2012", NUMBER = "3", MONTH = "December", PAGES = "217-240", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140277"} @inproceedings{bb144306, AUTHOR = "Zhang, T. and Szlam, A. and Wang, Y. and Lerman, G.", TITLE = "Randomized hybrid linear modeling by local best-fit flats", BOOKTITLE = CVPR10, YEAR = "2010", PAGES = "1927-1934", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140278"} @inproceedings{bb144307, AUTHOR = "Zhang, T. and Szlam, A. and Lerman, G.", TITLE = "Median K-Flats for hybrid linear modeling with many outliers", BOOKTITLE = Subspace09, YEAR = "2009", PAGES = "234-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140279"} @article{bb144308, AUTHOR = "Chang, D.X. and Zhang, X.D. and Zheng, C.W.", TITLE = "A genetic algorithm with gene rearrangement for K-means clustering", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "7", MONTH = "July", PAGES = "1210-1222", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140280"} @article{bb144309, AUTHOR = "Chang, D.X. and Zhang, X.D. and Zheng, C.W. and Zhang, D.M.", TITLE = "A robust dynamic niching genetic algorithm with niche migration for automatic clustering problem", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "4", MONTH = "April", PAGES = "1346-1360", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140281"} @article{bb144310, AUTHOR = "Xiong, H. and Wu, J. and Chen, J.", TITLE = "K-Means Clustering Versus Validation Measures: A Data-Distribution Perspective", JOURNAL = SMC-B, VOLUME = "39", YEAR = "2009", NUMBER = "2", MONTH = "April", PAGES = "318-331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140282"} @article{bb144311, AUTHOR = "Hong, Y. and Kwong, S.", TITLE = "Learning Assignment Order of Instances for the Constrained K-Means Clustering Algorithm", JOURNAL = SMC-B, VOLUME = "39", YEAR = "2009", NUMBER = "2", MONTH = "April", PAGES = "568-574", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140283"} @article{bb144312, AUTHOR = "Li, Q. and Mitianoudis, N. and Stathaki, T.", TITLE = "Spatial kernel K-harmonic means clustering for multi-spectral image segmentation", JOURNAL = IET-IPR, VOLUME = "1", YEAR = "2007", NUMBER = "2", MONTH = "June", PAGES = "156-167", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140284"} @article{bb144313, AUTHOR = "Kashef, R. and Kamel, M.S.", TITLE = "Enhanced bisecting k-means clustering using intermediate cooperation", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2557-2569", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140285"} @article{bb144314, AUTHOR = "Kashef, R. and Kamel, M.S.", TITLE = "Cooperative clustering", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "6", MONTH = "June", PAGES = "2315-2329", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140286"} @article{bb144315, AUTHOR = "Chitta, R. and Murty, M.N.", TITLE = "Two-level k-means clustering algorithm for k-tau relationship establishment and linear-time classification", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "3", MONTH = "March", PAGES = "796-804", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140287"} @article{bb144316, AUTHOR = "Bagirov, A.M. and Ugon, J. and Webb, D.", TITLE = "Fast modified global k-means algorithm for incremental cluster construction", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "4", MONTH = "April", PAGES = "866-876", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140288"} @article{bb144317, AUTHOR = "Bagirov, A.M. and Taheri, S. and Ugon, J.", TITLE = "Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems", JOURNAL = PR, VOLUME = "53", YEAR = "2016", NUMBER = "1", PAGES = "12-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140289"} @article{bb144318, AUTHOR = "Karmitsa, N. and Bagirov, A.M. and Taheri, S.", TITLE = "Clustering in large data sets with the limited memory bundle method", JOURNAL = PR, VOLUME = "83", YEAR = "2018", PAGES = "245-259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140290"} @article{bb144319, AUTHOR = "Erisoglu, M. and Calis, N. and Sakallioglu, S.", TITLE = "A new algorithm for initial cluster centers in k-means algorithm", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "14", MONTH = "October", PAGES = "1701-1705", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140291"} @article{bb144320, AUTHOR = "de Amorim, R.C. and Mirkin, B.", TITLE = "Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "3", MONTH = "March", PAGES = "1061-1075", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140292"} @article{bb144321, AUTHOR = "de Amorim, R.C. and Shestakov, A. and Mirkin, B. and Makarenkov, V.", TITLE = "The Minkowski central partition as a pointer to a suitable distance exponent and consensus partitioning", JOURNAL = PR, VOLUME = "67", YEAR = "2017", NUMBER = "1", PAGES = "62-72", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140293"} @article{bb144322, AUTHOR = "Yu, S. and Tranchevent, L. and Liu, X.H. and Glanzel, W. and Suykens, J.A.K. and de Moor, B. and Moreau, Y.", TITLE = "Optimized Data Fusion for Kernel k-Means Clustering", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "5", MONTH = "May", PAGES = "1031-1039", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140294"} @article{bb144323, 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#TT140295"} @article{bb144324, 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#TT140296"} @inproceedings{bb144325, 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#TT140297"} @article{bb144326, 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#TT140298"} @inproceedings{bb144327, 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#TT140299"} @article{bb144328, 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#TT140300"} @article{bb144329, 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#TT140301"} @article{bb144330, 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#TT140302"} @inproceedings{bb144331, 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#TT140302"} @inproceedings{bb144332, 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#TT140303"} @article{bb144333, 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#TT140304"} @article{bb144334, 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#TT140305"} @inproceedings{bb144335, 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#TT140306"} @article{bb144336, 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#TT140307"} @article{bb144337, 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#TT140308"} @article{bb144338, 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#TT140309"} @article{bb144339, 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#TT140310"} @article{bb144340, 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#TT140311"} @article{bb144341, 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#TT140312"} @article{bb144342, 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#TT140313"} @article{bb144343, 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#TT140314"} @article{bb144344, 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#TT140315"} @article{bb144345, 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#TT140316"} @article{bb144346, 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#TT140317"} @article{bb144347, AUTHOR = "Dong, L. and He, L. and Mao, M. and Kong, G. and Wu, X. and Zhang, Q. and Cao, X. and Izquierdo, E.", TITLE = "CUNet: A Compact Unsupervised Network For Image Classification", JOURNAL = MultMed, VOLUME = "20", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "2012-2021", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140318"} @article{bb144348, 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#TT140319"} @article{bb144349, 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#TT140320"} @article{bb144350, 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#TT140321"} @article{bb144351, 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#TT140322"} @article{bb144352, 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#TT140323"} @article{bb144353, 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#TT140324"} @article{bb144354, 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#TT140325"} @article{bb144355, 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#TT140326"} @article{bb144356, 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#TT140327"} @article{bb144357, 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#TT140328"} @article{bb144358, 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#TT140329"} @article{bb144359, 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#TT140330"} @article{bb144360, 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#TT140331"} @article{bb144361, 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#TT140332"} @article{bb144362, 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#TT140333"} @article{bb144363, 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#TT140334"} @article{bb144364, 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#TT140335"} @article{bb144365, 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#TT140336"} @article{bb144366, 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#TT140337"} @article{bb144367, 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#TT140338"} @article{bb144368, 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#TT140339"} @article{bb144369, 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#TT140340"} @article{bb144370, 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#TT140341"} @article{bb144371, 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#TT140342"} @article{bb144372, AUTHOR = "Xin, H. 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#TT140343"} @article{bb144373, 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#TT140344"} @article{bb144374, AUTHOR = "Ping, Y. and Li, H. and Hao, B. and Guo, C. and Wang, B.", 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#TT140345"} @article{bb144375, 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#TT140346"} @article{bb144376, 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#TT140347"} @article{bb144377, 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#TT140348"} @article{bb144378, 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#TT140349"} @article{bb144379, 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#TT140350"} @article{bb144380, 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#TT140351"} @article{bb144381, 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#TT140352"} @article{bb144382, 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#TT140353"} @article{bb144383, 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#TT140354"} @article{bb144384, 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#TT140355"} @article{bb144385, 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#TT140356"} @article{bb144386, 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#TT140357"} @article{bb144387, AUTHOR = "Huang, C.Y. and Wu, Z. and Xi, H. and Zhu, J.H.", TITLE = "kMaXU: Medical image segmentation U-Net with k-means Mask Transformer and contrastive cluster assignment", JOURNAL = PR, VOLUME = "161", YEAR = "2025", PAGES = "111274", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT140358"} @article{bb144388, 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#TT140359"} @article{bb144389, 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#TT140360"} @article{bb144390, 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#TT140361"} @inproceedings{bb144391, 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#TT140362"} @inproceedings{bb144392, 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#TT140363"} @inproceedings{bb144393, 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#TT140364"} @inproceedings{bb144394, 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#TT140365"} @inproceedings{bb144395, 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#TT140366"} @inproceedings{bb144396, 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#TT140367"} @inproceedings{bb144397, 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#TT140368"} @inproceedings{bb144398, 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#TT140369"} @inproceedings{bb144399, AUTHOR = "Le, H.M. and Eriksson, A. 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#TT140370"}