@article{bb156000,
        AUTHOR = "Burduk, R.",
        TITLE = "Classifier fusion with interval-valued weights",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "14",
        PAGES = "1623-1629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151899"}

@inproceedings{bb156001,
        AUTHOR = "Burduk, R.",
        TITLE = "Probability Error in Bayes Optimal Classifier with Intuitionistic Fuzzy
Observations",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
        PAGES = "359-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151900"}

@article{bb156002,
        AUTHOR = "Shahriari, B. and Swersky, K. and Wang, Z. and Adams, R.P. and de Freitas, N.",
        TITLE = "Taking the Human Out of the Loop: A Review of Bayesian Optimization",
        JOURNAL = PIEEE,
        VOLUME = "104",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "148-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151901"}

@article{bb156003,
        AUTHOR = "Cui, H. and Bai, J.",
        TITLE = "A new hyperparameters optimization method for convolutional neural
networks",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "828-834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151902"}

@article{bb156004,
        AUTHOR = "Tran, N. and Schneider, J.G. and Weber, I. and Qin, A.K.",
        TITLE = "Hyper-parameter optimization in classification: To-do or not-to-do",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151903"}

@article{bb156005,
        AUTHOR = "Ma, X.C. and Blaschko, M.B.",
        TITLE = "Additive Tree-Structured Conditional Parameter Spaces in Bayesian
Optimization: A Novel Covariance Function and a Fast Implementation",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3024-3036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151904"}

@inproceedings{bb156006,
        AUTHOR = "Ma, X.C. and Rannen Triki, A. and Berman, M. and Sagonas, C. and Cali, J. and Blaschko, M.B.",
        TITLE = "A Bayesian Optimization Framework for Neural Network Compression",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "10273-10282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151905"}

@article{bb156007,
        AUTHOR = "Nguyen, D.T. and Kim, H. and Lee, H.J.",
        TITLE = "Layer-Specific Optimization for Mixed Data Flow With Mixed Precision
in FPGA Design for CNN-Based Object Detectors",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2450-2464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT151906"}

@article{bb156008,
        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#TT151907"}

@article{bb156009,
        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#TT151908"}

@article{bb156010,
        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#TT151909"}

@article{bb156011,
        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#TT151910"}

@article{bb156012,
        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#TT151911"}

@article{bb156013,
        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#TT151912"}

@article{bb156014,
        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#TT151913"}

@inproceedings{bb156015,
        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#TT151914"}

@inproceedings{bb156016,
        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#TT151915"}

@inproceedings{bb156017,
        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#TT151916"}

@inproceedings{bb156018,
        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#TT151917"}

@inproceedings{bb156019,
        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#TT151918"}

@inproceedings{bb156020,
        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#TT151919"}

@article{bb156021,
        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#TT151920"}

@article{bb156022,
        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#TT151921"}

@article{bb156023,
        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#TT151922"}

@article{bb156024,
        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#TT151923"}

@article{bb156025,
        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#TT151924"}

@inproceedings{bb156026,
        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#TT151925"}

@inproceedings{bb156027,
        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#TT151926"}

@inproceedings{bb156028,
        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#TT151927"}

@inproceedings{bb156029,
        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#TT151928"}

@inproceedings{bb156030,
        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#TT151929"}

@inproceedings{bb156031,
        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#TT151930"}

@inproceedings{bb156032,
        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#TT151931"}

@inproceedings{bb156033,
        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#TT151932"}

@inproceedings{bb156034,
        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#TT151933"}

@inproceedings{bb156035,
        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#TT151934"}

@article{bb156036,
        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#TT151935"}

@article{bb156037,
        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#TT151936"}

@article{bb156038,
        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#TT151937"}

@inproceedings{bb156039,
        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#TT151938"}

@article{bb156040,
        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#TT151939"}

@inproceedings{bb156041,
        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#TT151940"}

@article{bb156042,
        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#TT151941"}

@article{bb156043,
        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#TT151942"}

@article{bb156044,
        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#TT151943"}

@article{bb156045,
        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#TT151944"}

@article{bb156046,
        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#TT151945"}

@inproceedings{bb156047,
        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#TT151946"}

@inproceedings{bb156048,
        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#TT151947"}

@article{bb156049,
        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#TT151948"}

@article{bb156050,
        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#TT151949"}

@article{bb156051,
        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#TT151950"}

@article{bb156052,
        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#TT151951"}

@article{bb156053,
        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#TT151952"}

@article{bb156054,
        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#TT151953"}

@article{bb156055,
        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#TT151954"}

@article{bb156056,
        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#TT151955"}

@article{bb156057,
        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#TT151956"}

@article{bb156058,
        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#TT151957"}

@inproceedings{bb156059,
        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#TT151958"}

@article{bb156060,
        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#TT151959"}

@article{bb156061,
        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#TT151960"}

@article{bb156062,
        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#TT151961"}

@article{bb156063,
        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#TT151962"}

@article{bb156064,
        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#TT151963"}

@article{bb156065,
        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#TT151964"}

@article{bb156066,
        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#TT151965"}

@article{bb156067,
        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#TT151966"}

@inproceedings{bb156068,
        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#TT151967"}

@article{bb156069,
        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#TT151968"}

@article{bb156070,
        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#TT151969"}

@article{bb156071,
        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#TT151970"}

@article{bb156072,
        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#TT151971"}

@article{bb156073,
        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#TT151972"}

@article{bb156074,
        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#TT151973"}

@article{bb156075,
        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#TT151974"}

@article{bb156076,
        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#TT151975"}

@article{bb156077,
        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#TT151976"}

@article{bb156078,
        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#TT151977"}

@article{bb156079,
        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#TT151978"}

@article{bb156080,
        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#TT151979"}

@article{bb156081,
        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#TT151980"}

@article{bb156082,
        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#TT151981"}

@article{bb156083,
        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#TT151982"}

@article{bb156084,
        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#TT151983"}

@article{bb156085,
        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#TT151984"}

@inproceedings{bb156086,
        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#TT151985"}

@inproceedings{bb156087,
        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#TT151986"}

@inproceedings{bb156088,
        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#TT151987"}

@article{bb156089,
        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#TT151988"}

@inproceedings{bb156090,
        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#TT151989"}

@inproceedings{bb156091,
        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#TT151990"}

@article{bb156092,
        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#TT151991"}

@article{bb156093,
        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#TT151992"}

@article{bb156094,
        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#TT151993"}

@article{bb156095,
        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#TT151994"}

@article{bb156096,
        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#TT151995"}

@article{bb156097,
        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#TT151996"}

@article{bb156098,
        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#TT151997"}

@article{bb156099,
        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#TT151998"}

Last update:Sep 30, 2026 at 11:45:00