@inproceedings{bb135500,
        AUTHOR = "Dogadov, S. and Masegosa, A. and Nakajima, S.",
        TITLE = "Variational Robust Subspace Clustering with Mean Update Algorithm",
        BOOKTITLE = RSL-CV17,
        YEAR = "2017",
        PAGES = "1792-1799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131539"}

@inproceedings{bb135501,
        AUTHOR = "Fathy, M.E. and Chellappa, R.",
        TITLE = "Image Set Classification Using Sparse Bayesian Regression",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "1187-1196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131540"}

@inproceedings{bb135502,
        AUTHOR = "Vogt, K. and Ostermann, J.",
        TITLE = "Soft Margin Bayes-Point-Machine Classification via Adaptive Direction
Sampling",
        BOOKTITLE = SCIA17,
        YEAR = "2017",
        PAGES = "I: 313-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131541"}

@inproceedings{bb135503,
        AUTHOR = "Nguyen, T.T.T. and Nguyen, T.T. and Pham, X.C. and Liew, A.W.C. and Hu, Y.J. and Liang, T.C. and Li, C.T.",
        TITLE = "A Novel Online Bayes Classifier",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131542"}

@inproceedings{bb135504,
        AUTHOR = "Kim, Y.D. and Jang, T. and Han, B. and Choi, S.",
        TITLE = "Learning to Select Pre-Trained Deep Representations with Bayesian
Evidence Framework",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5318-5326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131543"}

@inproceedings{bb135505,
        AUTHOR = "Maeda, T. and Yamasaki, T. and Aizawa, K.",
        TITLE = "Multi-stage object classification featuring confidence analysis of
classifier and inclined local Naive Bayes nearest neighbor",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5177-5181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131544"}

@inproceedings{bb135506,
        AUTHOR = "Endo, T. and Kudo, M.",
        TITLE = "Weighted Naïve Bayes Classifiers by Renyi Entropy",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:149-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131545"}

@inproceedings{bb135507,
        AUTHOR = "Cordella, L.P. and de Stefano, C.",
        TITLE = "A Weighted Majority Vote Strategy Using Bayesian Networks",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "II:219-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131546"}

@inproceedings{bb135508,
        AUTHOR = "Turkov, P. and Krasotkina, O. and Mottl, V.",
        TITLE = "The Bayesian logistic regression in pattern recognition problems under
concept drift",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2976-2979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131547"}

@inproceedings{bb135509,
        AUTHOR = "Aghajanian, J. and Warrell, J. and Prince, S.J.D. and Li, P. and Rohn, J.L. and Baum, B.",
        TITLE = "Patch-based within-object classification",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1125-1132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131548"}

@inproceedings{bb135510,
        AUTHOR = "Goswami, D. and Kalkan, S. and Kruger, N.",
        TITLE = "Bayesian Classification of Image Structures",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "676-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131549"}

@inproceedings{bb135511,
        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#TT131550"}

@inproceedings{bb135512,
        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#TT131551"}

@inproceedings{bb135513,
        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#TT131552"}

@inproceedings{bb135514,
        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#TT131553"}

@inproceedings{bb135515,
        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#TT131554"}

@inproceedings{bb135516,
        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#TT131555"}

@inproceedings{bb135517,
        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#TT131556"}

@inproceedings{bb135518,
        AUTHOR = "Jermyn, I.H.",
        TITLE = "On Bayesian Estimation in Manifolds",
        BOOKTITLE = INRIA,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131557"}

@inproceedings{bb135519,
        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#TT131558"}

@inproceedings{bb135520,
        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#TT131559"}

@inproceedings{bb135521,
        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#TT131560"}

@inproceedings{bb135522,
        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#TT131561"}

@inproceedings{bb135523,
        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#TT131562"}

@inproceedings{bb135524,
        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#TT131563"}

@article{bb135525,
        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#TT131564"}

@inproceedings{bb135526,
        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#TT131565"}

@inproceedings{bb135527,
        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#TT131566"}

@inproceedings{bb135528,
        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#TT131567"}

@inproceedings{bb135529,
        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#TT131568"}

@article{bb135530,
        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#TT131569"}

@inproceedings{bb135531,
        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#TT131570"}

@article{bb135532,
        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#TT131571"}

@article{bb135533,
        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#TT131572"}

@article{bb135534,
        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#TT131573"}

@article{bb135535,
        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#TT131574"}

@inproceedings{bb135536,
        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#TT131575"}

@article{bb135537,
        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#TT131576"}

@article{bb135538,
        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#TT131577"}

@article{bb135539,
        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#TT131578"}

@article{bb135540,
        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#TT131579"}

@article{bb135541,
        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#TT131580"}

@article{bb135542,
        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#TT131581"}

@inproceedings{bb135543,
        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#TT131582"}

@inproceedings{bb135544,
        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#TT131583"}

@inproceedings{bb135545,
        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#TT131584"}

@inproceedings{bb135546,
        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#TT131585"}

@inproceedings{bb135547,
        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#TT131586"}

@inproceedings{bb135548,
        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#TT131587"}

@article{bb135549,
        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#TT131588"}

@article{bb135550,
        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#TT131589"}

@article{bb135551,
        AUTHOR = "Sun, W.W. and Zhang, D. and Xu, Y. and Tian, L. and Yang, G. and Li, W.",
        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#TT131590"}

@article{bb135552,
        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#TT131591"}

@article{bb135553,
        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#TT131592"}

@inproceedings{bb135554,
        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#TT131593"}

@inproceedings{bb135555,
        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#TT131594"}

@inproceedings{bb135556,
        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#TT131595"}

@inproceedings{bb135557,
        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#TT131596"}

@inproceedings{bb135558,
        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#TT131597"}

@inproceedings{bb135559,
        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#TT131598"}

@inproceedings{bb135560,
        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#TT131599"}

@inproceedings{bb135561,
        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#TT131600"}

@inproceedings{bb135562,
        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#TT131601"}

@inproceedings{bb135563,
        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#TT131602"}

@article{bb135564,
        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#TT131603"}

@article{bb135565,
        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#TT131604"}

@article{bb135566,
        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#TT131605"}

@inproceedings{bb135567,
        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#TT131606"}

@article{bb135568,
        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#TT131607"}

@inproceedings{bb135569,
        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#TT131608"}

@article{bb135570,
        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#TT131609"}

@article{bb135571,
        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#TT131610"}

@article{bb135572,
        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#TT131611"}

@article{bb135573,
        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#TT131612"}

@article{bb135574,
        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#TT131613"}

@inproceedings{bb135575,
        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#TT131614"}

@inproceedings{bb135576,
        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#TT131615"}

@article{bb135577,
        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#TT131616"}

@article{bb135578,
        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#TT131617"}

@article{bb135579,
        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#TT131618"}

@article{bb135580,
        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#TT131619"}

@article{bb135581,
        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#TT131620"}

@article{bb135582,
        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#TT131621"}

@article{bb135583,
        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#TT131622"}

@article{bb135584,
        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#TT131623"}

@article{bb135585,
        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#TT131624"}

@article{bb135586,
        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#TT131625"}

@inproceedings{bb135587,
        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#TT131626"}

@article{bb135588,
        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#TT131627"}

@article{bb135589,
        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#TT131628"}

@article{bb135590,
        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#TT131629"}

@article{bb135591,
        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#TT131630"}

@article{bb135592,
        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#TT131631"}

@article{bb135593,
        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#TT131632"}

@article{bb135594,
        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#TT131633"}

@article{bb135595,
        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#TT131634"}

@inproceedings{bb135596,
        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#TT131635"}

@article{bb135597,
        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#TT131636"}

@article{bb135598,
        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#TT131637"}

@article{bb135599,
        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#TT131638"}

Last update:Apr 18, 2024 at 11:38:49