@inproceedings{bb128000, 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#TT124125"} @inproceedings{bb128001, 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#TT124126"} @inproceedings{bb128002, 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#TT124127"} @inproceedings{bb128003, 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#TT124128"} @inproceedings{bb128004, 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#TT124129"} @inproceedings{bb128005, 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#TT124130"} @inproceedings{bb128006, 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#TT124131"} @inproceedings{bb128007, 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#TT124132"} @inproceedings{bb128008, 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#TT124133"} @inproceedings{bb128009, 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#TT124134"} @inproceedings{bb128010, 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#TT124135"} @inproceedings{bb128011, 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#TT124136"} @inproceedings{bb128012, 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#TT124137"} @inproceedings{bb128013, 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#TT124138"} @inproceedings{bb128014, 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#TT124139"} @inproceedings{bb128015, 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#TT124140"} @inproceedings{bb128016, 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#TT124141"} @inproceedings{bb128017, 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#TT124142"} @inproceedings{bb128018, AUTHOR = "Jermyn, I.H.", TITLE = "On Bayesian Estimation in Manifolds", BOOKTITLE = INRIA, YEAR = "2002", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT124143"} @inproceedings{bb128019, 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#TT124144"} @inproceedings{bb128020, 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#TT124145"} @inproceedings{bb128021, 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#TT124146"} @inproceedings{bb128022, 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#TT124147"} @inproceedings{bb128023, 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#TT124148"} @inproceedings{bb128024, 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#TT124149"} @article{bb128025, 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#TT124150"} @inproceedings{bb128026, 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#TT124151"} @inproceedings{bb128027, 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#TT124152"} @inproceedings{bb128028, 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#TT124153"} @inproceedings{bb128029, 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#TT124154"} @article{bb128030, 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#TT124155"} @inproceedings{bb128031, 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#TT124156"} @article{bb128032, 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#TT124157"} @article{bb128033, 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#TT124158"} @article{bb128034, 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#TT124159"} @article{bb128035, AUTHOR = "Tung, F. and Mori, G.", TITLE = "Deep Neural Network Compression by In-Parallel Pruning-Quantization", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "3", MONTH = "March", PAGES = "568-579", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT124160"} @inproceedings{bb128036, AUTHOR = "Tung, F. and Mori, G.", TITLE = "CLIP-Q: Deep Network Compression Learning by In-parallel Pruning-Quantization", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "7873-7882", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT124161"} @article{bb128037, 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#TT124162"} @inproceedings{bb128038, 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#TT124163"} @article{bb128039, 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#TT124164"} @article{bb128040, 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#TT124165"} @article{bb128041, 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#TT124166"} @article{bb128042, 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#TT124167"} @article{bb128043, 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#TT124168"} @article{bb128044, 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#TT124169"} @inproceedings{bb128045, 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#TT124170"} @inproceedings{bb128046, 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#TT124171"} @inproceedings{bb128047, 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#TT124172"} @inproceedings{bb128048, 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#TT124173"} @inproceedings{bb128049, 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#TT124174"} @article{bb128050, 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#TT124175"} @article{bb128051, 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#TT124176"} @article{bb128052, 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#TT124177"} @article{bb128053, 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#TT124178"} @article{bb128054, 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#TT124179"} @inproceedings{bb128055, 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#TT124180"} @inproceedings{bb128056, 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#TT124181"} @inproceedings{bb128057, 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#TT124182"} @inproceedings{bb128058, 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#TT124183"} @inproceedings{bb128059, 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#TT124184"} @inproceedings{bb128060, 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#TT124185"} @inproceedings{bb128061, 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#TT124186"} @inproceedings{bb128062, 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#TT124187"} @inproceedings{bb128063, 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#TT124188"} @inproceedings{bb128064, 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#TT124189"} @article{bb128065, 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#TT124190"} @article{bb128066, 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#TT124191"} @article{bb128067, 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#TT124192"} @inproceedings{bb128068, 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#TT124193"} @article{bb128069, 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#TT124194"} @inproceedings{bb128070, 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#TT124195"} @article{bb128071, 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#TT124196"} @article{bb128072, 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#TT124197"} @article{bb128073, 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#TT124198"} @article{bb128074, 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#TT124199"} @article{bb128075, 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#TT124200"} @inproceedings{bb128076, 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#TT124201"} @inproceedings{bb128077, 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#TT124202"} @article{bb128078, 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#TT124203"} @article{bb128079, 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#TT124204"} @article{bb128080, 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#TT124205"} @article{bb128081, 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#TT124206"} @article{bb128082, 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#TT124207"} @article{bb128083, 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#TT124208"} @article{bb128084, 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#TT124209"} @article{bb128085, 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#TT124210"} @article{bb128086, 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#TT124211"} @article{bb128087, 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#TT124212"} @inproceedings{bb128088, 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#TT124213"} @article{bb128089, 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#TT124214"} @article{bb128090, 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#TT124215"} @article{bb128091, 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#TT124216"} @article{bb128092, 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#TT124217"} @article{bb128093, 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#TT124218"} @article{bb128094, 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#TT124219"} @article{bb128095, 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#TT124220"} @article{bb128096, 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#TT124221"} @inproceedings{bb128097, 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#TT124222"} @article{bb128098, 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#TT124223"} @article{bb128099, 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#TT124224"}