@article{bb156400,
        AUTHOR = "Sevilla Salcedo, C. and Gomez Verdejo, V. and Olmos, P.M.",
        TITLE = "Sparse semi-supervised heterogeneous interbattery bayesian analysis",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152297"}

@article{bb156401,
        AUTHOR = "Yin, C.R. and Hao, C.P. and Orlando, D. and Hou, C.H.",
        TITLE = "Learning Strategies for the Interference Covariance Structure Based
on a Bayesian Approach",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1182-1186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152298"}

@article{bb156402,
        AUTHOR = "Xie, J.Y. and Ma, Z.Y. and Lei, J.J. and Zhang, G.Q. and Xue, J.H. and Tan, Z.H. and Guo, J.",
        TITLE = "Advanced Dropout: A Model-Free Methodology for Bayesian Dropout
Optimization",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4605-4625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152299"}

@article{bb156403,
        AUTHOR = "Puerto Santana, C. and Larranaga, P. and Bielza, C.",
        TITLE = "Autoregressive Asymmetric Linear Gaussian Hidden Markov Models",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4642-4658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152300"}

@article{bb156404,
        AUTHOR = "Maskell, S. and Zhou, Y.F. and Mira, A.",
        TITLE = "Control Variates for Constrained Variables",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2333-2337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152301"}

@article{bb156405,
        AUTHOR = "Kovacs, E.A. and Orszag, A. and Pfeifer, D. and Benczur, A.",
        TITLE = "Generalized Naive Bayes",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152302"}

@article{bb156406,
        AUTHOR = "Park, H.Y. and Lee, S.H.",
        TITLE = "Optimal Regret Exponents for Bayesian Statistical Decision Problems",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "3112-3116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152303"}

@inproceedings{bb156407,
        AUTHOR = "Balabanov, O. and Mehlig, B. and Linander, H.",
        TITLE = "Bayesian Posterior Approximation With Stochastic Ensembles",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "13701-13711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152304"}

@inproceedings{bb156408,
        AUTHOR = "Gu, J. and Zhao, J. and Jiang, X. and Zhang, B. and Liu, J. and Guo, G. and Ji, R.",
        TITLE = "Bayesian Optimized 1-Bit CNNs",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4908-4916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152305"}

@inproceedings{bb156409,
        AUTHOR = "Semage, B.L. and Karimpanal, T.G. and Rana, S. and Venkatesh, S.",
        TITLE = "Fast Model-based Policy Search for Universal Policy Networks",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2314-2320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152306"}

@inproceedings{bb156410,
        AUTHOR = "Semage, B.L. and Karimpanal, T.G. and Rana, S. and Venkatesh, S.",
        TITLE = "Uncertainty Aware System Identification with Universal Policies",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2321-2327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152307"}

@inproceedings{bb156411,
        AUTHOR = "Joy, T.T. and Rana, S. and Gupta, S. and Venkatesh, S.",
        TITLE = "Hyperparameter tuning for big data using Bayesian optimisation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2574-2579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152308"}

@inproceedings{bb156412,
        AUTHOR = "Martinez, J. and Little, J.J. and de Freitas, N.",
        TITLE = "Bayesian Optimization with an Empirical Hardness Model for
approximate Nearest Neighbour Search",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "588-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT152309"}

@article{bb156413,
        AUTHOR = "Seth, S. and Eugster, M.J.A.",
        TITLE = "Archetypal Analysis for Nominal Observations",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "849-861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152310"}

@article{bb156414,
        AUTHOR = "Ni, D. and Ma, H.",
        TITLE = "Fast Classification of Hyperspectral Images Using Globally
Regularized Archetypal Representation With Approximate Solution",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2414-2430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152311"}

@article{bb156415,
        AUTHOR = "Sun, W.W. and Zhang, D.F. and Xu, Y. and Tian, L. and Yang, G. and Li, W.Y.",
        TITLE = "A Probabilistic Weighted Archetypal Analysis Method with Earth
Mover's Distance for Endmember Extraction from Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152312"}

@article{bb156416,
        AUTHOR = "Sun, W.W. and Yang, G. and Wu, K. and Li, W.Y. and Zhang, D.",
        TITLE = "Pure endmember extraction using robust kernel archetypoid analysis
for hyperspectral imagery",
        JOURNAL = PandRS,
        VOLUME = "131",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "147-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152313"}

@article{bb156417,
        AUTHOR = "Keller, S.M. and Samarin, M. and Torres, F.A. and Wieser, M. and Roth, V.",
        TITLE = "Learning Extremal Representations with Deep Archetypal Analysis",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "805-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152314"}

@inproceedings{bb156418,
        AUTHOR = "Keller, S.M. and Samarin, M. and Wieser, M. and Roth, V.",
        TITLE = "Deep Archetypal Analysis",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "171-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152315"}

@inproceedings{bb156419,
        AUTHOR = "Mei, J. and Wang, C.Y. and Zeng, W.J.",
        TITLE = "Online Dictionary Learning for Approximate Archetypal Analysis",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "III: 501-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152316"}

@inproceedings{bb156420,
        AUTHOR = "Fotiadou, E. and Panagakis, Y.F. and Pantic, M.",
        TITLE = "Temporal Archetypal Analysis for Action Segmentation",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "490-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152317"}

@inproceedings{bb156421,
        AUTHOR = "Bauckhage, C. and Manshaei, K.",
        TITLE = "Kernel Archetypal Analysis for Clustering Web Search Frequency Time
Series",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1544-1549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152318"}

@inproceedings{bb156422,
        AUTHOR = "Chen, Y. and Mairal, J. and Harchaoui, Z.",
        TITLE = "Fast and Robust Archetypal Analysis for Representation Learning",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1478-1485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152319"}

@inproceedings{bb156423,
        AUTHOR = "Kaufmann, D. and Keller, S. and Roth, V.",
        TITLE = "Copula Archetypal Analysis",
        BOOKTITLE = GCPR15,
        YEAR = "2015",
        PAGES = "117-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152320"}

@inproceedings{bb156424,
        AUTHOR = "Prabhakaran, S. and Raman, S. and Vogt, J.E. and Roth, V.",
        TITLE = "Automatic Model Selection in Archetype Analysis",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "458-467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152321"}

@inproceedings{bb156425,
        AUTHOR = "Bauckhage, C. and Thurau, C.",
        TITLE = "Adapting Information Theoretic Clustering to Binary Images",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "910-913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152322"}

@inproceedings{bb156426,
        AUTHOR = "Bauckhage, C. and Thurau, C.",
        TITLE = "Making Archetypal Analysis Practical",
        BOOKTITLE = DAGM09,
        YEAR = "2009",
        PAGES = "272-281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152323"}

@inproceedings{bb156427,
        AUTHOR = "Thurau, C.",
        TITLE = "Nearest Archetype Hull Methods for Large-Scale Data Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4040-4043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT152324"}

@article{bb156428,
        AUTHOR = "Hartigan, J.A. and Wong, M.A.",
        TITLE = "A k-means clustering algorithm",
        JOURNAL = AppStat,
        VOLUME = "28",
        YEAR = "1979",
        PAGES = "100-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152325"}

@article{bb156429,
        AUTHOR = "Selim, S.Z. and Ismail, M.A.",
        TITLE = "K-Means-Type Algorithms:
A Generalized Convergence Theorem and Characterization of Local Optimality",
        JOURNAL = PAMI,
        VOLUME = "6",
        YEAR = "1984",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "81-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152326"}

@article{bb156430,
        AUTHOR = "Navarro, A. and Allen, C.R.",
        TITLE = "Adaptive Classifier Based on K-Means Clustering and
Dynamic Programming",
        JOURNAL = OptEng,
        VOLUME = "36",
        YEAR = "1997",
        NUMBER = "1",
        PAGES = "31-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152327"}

@inproceedings{bb156431,
        AUTHOR = "Navarro, A.",
        TITLE = "A Dynamic Feature Classifier Based on Dynamic Programming
and Clustering",
        BOOKTITLE = ICDAR97,
        YEAR = "1997",
        PAGES = "Poste",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152328"}

@article{bb156432,
        AUTHOR = "Chen, C.W. and Luo, J.B. and Parker, K.J.",
        TITLE = "Image Segmentation Via Adaptive K-Mean Clustering And Knowledge-Based
Morphological Operations With Biomedical Applications",
        JOURNAL = IP,
        VOLUME = "7",
        YEAR = "1998",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1673-1683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152329"}

@inproceedings{bb156433,
        AUTHOR = "Chen, C.W. and Luo, J.B. and Parker, K.J. and Huang, T.S.",
        TITLE = "A knowledge-based approach to volumetric medical image segmentation",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "III: 493-497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152330"}

@article{bb156434,
        AUTHOR = "Tyree, E.W. and Long, J.A.",
        TITLE = "A Monte Carlo Evaluation of the Moving Method, K-means and
Self-Organising Neural Networks",
        JOURNAL = PAA,
        VOLUME = "1",
        YEAR = "1998",
        NUMBER = "2",
        PAGES = "79-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152331"}

@article{bb156435,
        AUTHOR = "Su, M.C. and Chou, C.H.",
        TITLE = "A Modified Version of the K-Means Algorithm with a
Distance Based on Cluster Symmetry",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "674-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152332"}

@article{bb156436,
        AUTHOR = "Pena, J.M. and Lozano, J.A. and Larranaga, P.",
        TITLE = "An empirical comparison of four initialization methods for the K-Means
algorithm",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1027-1040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152333"}

@article{bb156437,
        AUTHOR = "Ng, M.K.",
        TITLE = "A note on constrained k-means algorithms",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "515-519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152334"}

@article{bb156438,
        AUTHOR = "Kanungo, T. and Mount, D.M. and Netanyahu, N.S. and Piatko, C.D. and Silverman, R. and Wu, A.Y.",
        TITLE = "An Efficient k-Means Clustering Algorithm: Analysis and Implementation",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "881-892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152335"}

@inproceedings{bb156439,
        AUTHOR = "Kanungo, T. and Mount, D.M. and Netanyahu, N.S. and Piatko, C.D. and Silverman, R. and Wu, A.Y.",
        TITLE = "The Analysis of a Simple k-means Clustering Algorithm",
        BOOKTITLE = UMD,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152336"}

@inproceedings{bb156440,
        AUTHOR = "Mount, D.M. and Netanyahu, N.S. and Piatko, C.D. and Silverman, R. and Wu, A.Y.",
        TITLE = "Quantile Approximation for Robust Statistical Estimation
and k-enclosing Problems",
        BOOKTITLE = UMD,
        YEAR = "1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152337"}

@article{bb156441,
        AUTHOR = "Clausi, D.A.",
        TITLE = "K-means Iterative Fisher (KIF) unsupervised clustering algorithm
applied to image texture segmentation",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1959-1972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152338"}

@article{bb156442,
        AUTHOR = "Likas, A.C. and Vlassis, N. and Verbeek, J.J.",
        TITLE = "The global k-means clustering algorithm",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "451-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152339"}

@article{bb156443,
        AUTHOR = "Cheung, Y.M.",
        TITLE = "k*-Means: A new generalized k-means clustering algorithm",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2883-2893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152340"}

@article{bb156444,
        AUTHOR = "Tarsitano, A.",
        TITLE = "A computational study of several relocation methods for k-means
algorithms",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2955-2966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152341"}

@article{bb156445,
        AUTHOR = "Khan, S.S. and Ahmad, A.",
        TITLE = "Cluster center initialization algorithm for K-means clustering",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1293-1302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152342"}

@article{bb156446,
        AUTHOR = "Maliatski, B. and Yadid Pecht, O.",
        TITLE = "Hardware-Driven Adaptive K-Means Clustering for Real-Time Video
Imaging",
        JOURNAL = CirSysVideo,
        VOLUME = "15",
        YEAR = "2005",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "164-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152343"}

@article{bb156447,
        AUTHOR = "Chan, E.Y. and Ching, W.K. and Ng, M.K. and Huang, J.Z.",
        TITLE = "An optimization algorithm for clustering using weighted dissimilarity
measures",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "943-952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152344"}

@article{bb156448,
        AUTHOR = "San, O. and Huynh, V. and Nakamori, Y.",
        TITLE = "An Alternative Extension of the k-Means Algorithm 
for Clustering Categorical Data",
        JOURNAL = JAMCS,
        VOLUME = "14",
        YEAR = "2004",
        NUMBER = "2",
        PAGES = "241-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152345"}

@article{bb156449,
        AUTHOR = "Huang, J.Z. and Ng, M.K. and Rong, H.Q. and Li, Z.C.",
        TITLE = "Automated Variable Weighting in k-Means Type Clustering",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "657-668",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152346"}

@article{bb156450,
        AUTHOR = "Yu, J.",
        TITLE = "General C-Means Clustering Model",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1197-1211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152347"}

@inproceedings{bb156451,
        AUTHOR = "Yu, J.",
        TITLE = "General C-Means Clustering Model and Its Application",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "II: 122-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152348"}

@article{bb156452,
        AUTHOR = "Charalampidis, D.",
        TITLE = "A Modified K-Means Algorithm for Circular Invariant Clustering",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1856-1865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152349"}

@article{bb156453,
        AUTHOR = "Chung, K.L. and Lin, K.S.",
        TITLE = "An efficient line symmetry-based K-means algorithm",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "765-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152350"}

@article{bb156454,
        AUTHOR = "Chung, K.L. and Lin, J.S.",
        TITLE = "Faster and more robust point symmetry-based K-means algorithm",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "410-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152351"}

@article{bb156455,
        AUTHOR = "Laszlo, M. and Mukherjee, S.",
        TITLE = "A Genetic Algorithm Using Hyper-Quadtrees for Low-Dimensional K-means
Clustering",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "533-543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152352"}

@article{bb156456,
        AUTHOR = "Peters, G.",
        TITLE = "Some refinements of rough k-means clustering",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1481-1491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152353"}

@article{bb156457,
        AUTHOR = "Redmond, S.J. and Heneghan, C.",
        TITLE = "A method for initialising the K-means clustering algorithm using
kd-trees",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "965-973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152354"}

@article{bb156458,
        AUTHOR = "Laszlo, M. and Mukherjee, S.",
        TITLE = "A genetic algorithm that exchanges neighboring centers for k-means
clustering",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2359-2366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152355"}

@article{bb156459,
        AUTHOR = "Saegusa, T. and Maruyama, T.",
        TITLE = "An FPGA implementation of real-time K-means clustering for color images",
        JOURNAL = RealTimeIP,
        VOLUME = "2",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "309-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152356"}

@inproceedings{bb156460,
        AUTHOR = "Maruyama, T.",
        TITLE = "Real-time K-Means Clustering for Color Images on Reconfigurable
Hardware",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 816-819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152357"}

@article{bb156461,
        AUTHOR = "Li, M.Q. and Tian, J. and Chen, F.Z.",
        TITLE = "Improving multiclass pattern recognition with a co-evolutionary RBFNN",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "392-406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152358"}

@article{bb156462,
        AUTHOR = "Lu, J.F. and Tang, J.B. and Tang, Z.M. and Yang, J.Y.",
        TITLE = "Hierarchical initialization approach for K-Means clustering",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "787-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152359"}

@article{bb156463,
        AUTHOR = "Mignotte, M.",
        TITLE = "Segmentation by Fusion of Histogram-Based K-Means Clusters in
Different Color Spaces",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "780-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152360"}

@article{bb156464,
        AUTHOR = "Zalik, K.R.",
        TITLE = "An efficient k-means clustering algorithm",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1385-1391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152361"}

@article{bb156465,
        AUTHOR = "Zalik, K.R.",
        TITLE = "Cluster validity index for estimation of fuzzy clusters of different
sizes and densities",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3374-3390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152362"}

@article{bb156466,
        AUTHOR = "Zalik, K.R. and Zalik, B.",
        TITLE = "Validity index for clusters of different sizes and densities",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "221-234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152363"}

@article{bb156467,
        AUTHOR = "Al Hasan, M. and Chaoji, V. and Salem, S. and Zaki, M.J.",
        TITLE = "Robust partitional clustering by outlier and density insensitive
seeding",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "994-1002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152364"}

@article{bb156468,
        AUTHOR = "Tsai, C.F. and Lin, C.Y.",
        TITLE = "A triangle area based nearest neighbors approach to intrusion detection",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "222-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152365"}

@article{bb156469,
        AUTHOR = "Hua, C.S. and Chen, Q. and Wu, H.Y. and Wada, T.",
        TITLE = "RK-Means Clustering: K-Means with Reliability",
        JOURNAL = IEICE,
        VOLUME = "E91-D",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "96-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152366"}

@article{bb156470,
        AUTHOR = "Bagirov, A.M.",
        TITLE = "Modified global k-means algorithm for minimum sum-of-squares clustering
problems",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3192-3199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152367"}

@article{bb156471,
        AUTHOR = "Li, J. and Li, X.L. and Tao, D.C.",
        TITLE = "KPCA for semantic object extraction in images",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3244-3250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152368"}

@article{bb156472,
        AUTHOR = "Lai, J.Z.C. and Liaw, Y.C.",
        TITLE = "Improvement of the k-means clustering filtering algorithm",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3677-3681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152369"}

@article{bb156473,
        AUTHOR = "Lai, J.Z.C. and Huang, T.J. and Liaw, Y.C.",
        TITLE = "A fast k-means clustering algorithm using cluster center displacement",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2551-2556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152370"}

@article{bb156474,
        AUTHOR = "Liaw, Y.C. and Leou, M.L. and Wu, C.M.",
        TITLE = "Fast exact k nearest neighbors search using an orthogonal search tree",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2351-2358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152371"}

@article{bb156475,
        AUTHOR = "Lai, J.Z.C. and Huang, T.J.",
        TITLE = "Fast global k-means clustering using cluster membership and inequality",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1954-1963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152372"}

@article{bb156476,
        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#TT152373"}

@article{bb156477,
        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#TT152374"}

@inproceedings{bb156478,
        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#TT152375"}

@inproceedings{bb156479,
        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#TT152376"}

@inproceedings{bb156480,
        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#TT152377"}

@article{bb156481,
        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#TT152378"}

@inproceedings{bb156482,
        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#TT152379"}

@inproceedings{bb156483,
        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#TT152380"}

@article{bb156484,
        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#TT152381"}

@article{bb156485,
        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#TT152382"}

@article{bb156486,
        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#TT152383"}

@article{bb156487,
        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#TT152384"}

@article{bb156488,
        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#TT152385"}

@article{bb156489,
        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#TT152386"}

@article{bb156490,
        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#TT152387"}

@article{bb156491,
        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#TT152388"}

@article{bb156492,
        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#TT152389"}

@article{bb156493,
        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#TT152390"}

@article{bb156494,
        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#TT152391"}

@article{bb156495,
        AUTHOR = "Karmitsa, N. and Eronen, V.P. and Makela, M.M. and Pahikkala, T. and Airola, A.",
        TITLE = "Stochastic limited memory bundle algorithm for clustering in big data",
        JOURNAL = PR,
        VOLUME = "165",
        YEAR = "2025",
        PAGES = "111654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT152392"}

@article{bb156496,
        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#TT152393"}

@article{bb156497,
        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#TT152394"}

@article{bb156498,
        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#TT152395"}

@article{bb156499,
        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#TT152396"}

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