@inproceedings{bb152300,
AUTHOR = "Chandra, B. and Gupta, M. and Gupta, M.P.",
TITLE = "Robust Approach for Estimating Probabilities in Naive-Bayes Classifier",
BOOKTITLE = PReMI07,
YEAR = "2007",
PAGES = "11-16",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148215"}
@inproceedings{bb152301,
AUTHOR = "Wang, W. and Wang, C.H. and Cui, X. and Wang, A.",
TITLE = "A clustering algorithm combine the FCM algorithm with supervised
learning normal mixture model",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148216"}
@inproceedings{bb152302,
AUTHOR = "Xuan, G.R. and Zhu, X.M. and Shi, Y.Q. and Chai, P.Q. and Cui, X. and Li, J.",
TITLE = "A Novel Bayesian Classifier with Smaller Eigenvalues Reset by Threshold
Based on Given Database",
BOOKTITLE = ICIAR07,
YEAR = "2007",
PAGES = "375-386",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148217"}
@inproceedings{bb152303,
AUTHOR = "Okatani, T. and Deguchi, K.",
TITLE = "Variational Bayes Based Approach to Robust Subspace Learning",
BOOKTITLE = CVPR07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148218"}
@inproceedings{bb152304,
AUTHOR = "Yuan, C. and Neubauer, C.",
TITLE = "A Variational Bayesian Approach for Classification with Corrupted
Inputs",
BOOKTITLE = CVPR07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148219"}
@inproceedings{bb152305,
AUTHOR = "Phung, S.L. and Bouzerdoum, A. and Chai, D. and Watson, A.",
TITLE = "Naive bayes face/nonface classifier: a study of preprocessing and
feature extraction techniques",
BOOKTITLE = ICIP04,
YEAR = "2004",
PAGES = "II: 1385-1388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148220"}
@inproceedings{bb152306,
AUTHOR = "Jeon, Y.J. and Choi, J.G. and Kim, J.I.",
TITLE = "A Study on Supervised Classification of Remote Sensing Satellite Image
by Bayesian Algorithm Using Average Fuzzy Intracluster Distance",
BOOKTITLE = IWCIA04,
YEAR = "2004",
PAGES = "597-606",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148221"}
@inproceedings{bb152307,
AUTHOR = "Jermyn, I.H.",
TITLE = "On Bayesian Estimation in Manifolds",
BOOKTITLE = INRIA,
YEAR = "2002",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148222"}
@inproceedings{bb152308,
AUTHOR = "Mathis, C. and Breuel, T.",
TITLE = "Classification using a hierarchical bayesian approach",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "IV: 103-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148223"}
@inproceedings{bb152309,
AUTHOR = "Carvalho, P.C.P. and Santos, A. and Dourado, A. and Ribeiro, B.",
TITLE = "Bayes information criterion for Tikhonov regularization with linear
constraints: application to spectral data estimation",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "I: 696-700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148224"}
@inproceedings{bb152310,
AUTHOR = "Keren, D.",
TITLE = "Painter identification using local features and naive bayes",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 474-477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148225"}
@inproceedings{bb152311,
AUTHOR = "Qi, Y. and Picard, R.W.",
TITLE = "Context-sensitive Bayesian classifiers and application to mouse
pressure pattern classification",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "III: 448-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148226"}
@inproceedings{bb152312,
AUTHOR = "Ling, L.L. and Cavalcanti, H.M.",
TITLE = "Fast and Efficient Feature Extraction Based on Bayesian Decision
Boundaries",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 390-393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148227"}
@inproceedings{bb152313,
AUTHOR = "Sze, L. and Leung, C.",
TITLE = "Branch and Bound Algorithm for the Bayes Classifier",
BOOKTITLE = ICPR96,
YEAR = "1996",
PAGES = "II: 705-709",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT148228"}
@article{bb152314,
AUTHOR = "Suau, P. and Escolano, F.",
TITLE = "Bayesian optimization of the scale saliency filter",
JOURNAL = IVC,
VOLUME = "26",
YEAR = "2008",
NUMBER = "9",
MONTH = "September",
PAGES = "1207-1218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT148229"}
@inproceedings{bb152315,
AUTHOR = "Suau, P. and Escolano, F.",
TITLE = "Exploiting Information Theory for Filtering the Kadir Scale-Saliency
Detector",
BOOKTITLE = IbPRIA07,
YEAR = "2007",
PAGES = "II: 146-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT148230"}
@inproceedings{bb152316,
AUTHOR = "Suau, P. and Escolano, F.",
TITLE = "Entropy Estimation and Multi-Dimensional Scale Saliency",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "678-681",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT148231"}
@inproceedings{bb152317,
AUTHOR = "Suau, P. and Escolano, F.",
TITLE = "A New Feasible Approach to Multi-dimensional Scale Saliency",
BOOKTITLE = ACIVS09,
YEAR = "2009",
PAGES = "77-88",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT148232"}
@inproceedings{bb152318,
AUTHOR = "Suau, P. and Escolano, F.",
TITLE = "Multi-dimensional Scale Saliency Feature Extraction Based on Entropic
Graphs",
BOOKTITLE = ISVC08,
YEAR = "2008",
PAGES = "II: 170-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT148233"}
@article{bb152319,
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#TT148234"}
@inproceedings{bb152320,
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#TT148235"}
@article{bb152321,
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#TT148236"}
@article{bb152322,
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#TT148237"}
@article{bb152323,
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#TT148238"}
@article{bb152324,
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#TT148239"}
@inproceedings{bb152325,
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#TT148240"}
@article{bb152326,
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#TT148241"}
@article{bb152327,
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#TT148242"}
@article{bb152328,
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#TT148243"}
@article{bb152329,
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#TT148244"}
@article{bb152330,
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#TT148245"}
@article{bb152331,
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#TT148246"}
@article{bb152332,
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#TT148247"}
@inproceedings{bb152333,
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#TT148248"}
@inproceedings{bb152334,
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#TT148249"}
@inproceedings{bb152335,
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#TT148250"}
@inproceedings{bb152336,
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#TT148251"}
@inproceedings{bb152337,
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#TT148252"}
@inproceedings{bb152338,
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#TT148253"}
@article{bb152339,
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#TT148254"}
@article{bb152340,
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#TT148255"}
@article{bb152341,
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#TT148256"}
@article{bb152342,
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#TT148257"}
@article{bb152343,
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#TT148258"}
@inproceedings{bb152344,
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#TT148259"}
@inproceedings{bb152345,
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#TT148260"}
@inproceedings{bb152346,
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#TT148261"}
@inproceedings{bb152347,
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#TT148262"}
@inproceedings{bb152348,
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#TT148263"}
@inproceedings{bb152349,
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#TT148264"}
@inproceedings{bb152350,
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#TT148265"}
@inproceedings{bb152351,
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#TT148266"}
@inproceedings{bb152352,
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#TT148267"}
@inproceedings{bb152353,
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#TT148268"}
@article{bb152354,
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#TT148269"}
@article{bb152355,
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#TT148270"}
@article{bb152356,
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#TT148271"}
@inproceedings{bb152357,
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#TT148272"}
@article{bb152358,
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#TT148273"}
@inproceedings{bb152359,
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#TT148274"}
@article{bb152360,
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#TT148275"}
@article{bb152361,
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#TT148276"}
@article{bb152362,
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#TT148277"}
@article{bb152363,
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#TT148278"}
@article{bb152364,
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#TT148279"}
@inproceedings{bb152365,
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#TT148280"}
@inproceedings{bb152366,
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#TT148281"}
@article{bb152367,
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#TT148282"}
@article{bb152368,
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#TT148283"}
@article{bb152369,
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#TT148284"}
@article{bb152370,
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#TT148285"}
@article{bb152371,
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#TT148286"}
@article{bb152372,
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#TT148287"}
@article{bb152373,
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#TT148288"}
@article{bb152374,
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#TT148289"}
@article{bb152375,
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#TT148290"}
@article{bb152376,
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#TT148291"}
@inproceedings{bb152377,
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#TT148292"}
@article{bb152378,
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#TT148293"}
@article{bb152379,
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#TT148294"}
@article{bb152380,
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#TT148295"}
@article{bb152381,
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#TT148296"}
@article{bb152382,
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#TT148297"}
@article{bb152383,
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#TT148298"}
@article{bb152384,
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#TT148299"}
@article{bb152385,
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#TT148300"}
@inproceedings{bb152386,
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#TT148301"}
@article{bb152387,
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#TT148302"}
@article{bb152388,
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#TT148303"}
@article{bb152389,
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#TT148304"}
@article{bb152390,
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#TT148305"}
@article{bb152391,
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#TT148306"}
@article{bb152392,
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#TT148307"}
@article{bb152393,
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#TT148308"}
@article{bb152394,
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#TT148309"}
@article{bb152395,
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#TT148310"}
@article{bb152396,
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#TT148311"}
@article{bb152397,
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#TT148312"}
@article{bb152398,
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#TT148313"}
@article{bb152399,
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#TT148314"}
Last update:Mar 28, 2026 at 17:09:41