@article{bb103100,
        AUTHOR = "Kim, D.W. and Lee, K.H. and Lee, D.",
        TITLE = "On cluster validity index for estimation of the optimal number of fuzzy
clusters",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2009-2025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99559"}

@article{bb103101,
        AUTHOR = "Sun, H.J. and Wang, S.R. and Jiang, Q.S.",
        TITLE = "FCM-Based Model Selection Algorithms for Determining the Number of
Clusters",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2027-2037",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99560"}

@article{bb103102,
        AUTHOR = "Chen, S. and Hong, X. and Harris, C.J.",
        TITLE = "Sparse Kernel Density Construction Using Orthogonal Forward Regression
With Leave-One-Out Test Score and Local Regularization",
        JOURNAL = SMC-B,
        VOLUME = "34",
        YEAR = "2004",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "1708-1717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99561"}

@article{bb103103,
        AUTHOR = "Tran, T.N. and Wehrens, R. and Hoekman, D.H. and Buydens, L.M.C.",
        TITLE = "Initialization of Markov random field clustering of large remote
sensing images",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1912-1919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99562"}

@article{bb103104,
        AUTHOR = "Silva, H.B. and Brito, P. and Pinto da Costa, J.",
        TITLE = "A partitional clustering algorithm validated by a clustering tendency
index based on graph theory",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "776-788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99563"}

@article{bb103105,
        AUTHOR = "Karkkainen, I. and Franti, P.",
        TITLE = "Gradual model generator for single-pass clustering",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "784-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99564"}

@inproceedings{bb103106,
        AUTHOR = "Karkkainen, I. and Franti, P.",
        TITLE = "Dynamic local search for clustering with unknown number of clusters",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 240-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99565"}

@article{bb103107,
        AUTHOR = "Moussa, A. and Sbihi, A. and Postaire, J.G.",
        TITLE = "A Markov random field model for mode detection in cluster analysis",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1197-1207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99566"}

@article{bb103108,
        AUTHOR = "Raykar, V.C. and Duraiswami, R. and Krishnapuram, B.",
        TITLE = "A Fast Algorithm for Learning a Ranking Function from Large-Scale Data
Sets",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1158-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99567"}

@inproceedings{bb103109,
        AUTHOR = "Srinivasan, B.V. and Duraiswami, R.",
        TITLE = "Efficient subset selection via the kernelized Rényi distance",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1081-1088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99568"}

@article{bb103110,
        AUTHOR = "Hochbaum, D.S.",
        TITLE = "Polynomial Time Algorithms for Ratio Regions and a Variant of
Normalized Cut",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "889-898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99569"}

@article{bb103111,
        AUTHOR = "He, Z.S. and Cichocki, A. and Xie, S.L. and Choi, K.",
        TITLE = "Detecting the Number of Clusters in n-Way Probabilistic Clustering",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2006-2021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99570"}

@article{bb103112,
        AUTHOR = "Tan, S.C. and Ting, K.M. and Teng, S.W.",
        TITLE = "A general stochastic clustering method for automatic cluster discovery",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2786-2799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99571"}

@article{bb103113,
        AUTHOR = "Dagher, I. and Dahdah, K.",
        TITLE = "Adaptive bandwidth mode detection algorithm",
        JOURNAL = IET-IPR,
        VOLUME = "5",
        YEAR = "2011",
        NUMBER = "8",
        PAGES = "645-660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99572"}

@article{bb103114,
        AUTHOR = "Qian, Q.A. and Chen, S.C. and Cai, W.L.",
        TITLE = "Simultaneous clustering and classification over cluster structure
representation",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2227-2236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99573"}

@article{bb103115,
        AUTHOR = "Koonsanit, K. and Jaruskulchai, C.",
        TITLE = "Automatic Determination of the Appropriate Number of Clusters for
Multispectral Image Data",
        JOURNAL = IEICE,
        VOLUME = "E95-D",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1256-1263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99574"}

@article{bb103116,
        AUTHOR = "Hansen, P. and Ruiz, M. and Aloise, D.",
        TITLE = "A VNS heuristic for escaping local extrema entrapment in normalized cut
clustering",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4337-4345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99575"}

@article{bb103117,
        AUTHOR = "Cheung, Y.M. and Jia, H.",
        TITLE = "Categorical-and-numerical-attribute data clustering based on a unified
similarity metric without knowing cluster number",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2228-2238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99576"}

@article{bb103118,
        AUTHOR = "Liu, C. and Zhou, A. and Zhang, G.",
        TITLE = "Automatic clustering method based on evolutionary optimisation",
        JOURNAL = IET-CV,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "258-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99577"}

@article{bb103119,
        AUTHOR = "Liu, C. and Zhou, A. and Zhang, Q. and Zhang, G.",
        TITLE = "Adaptive image segmentation by using mean-shift and evolutionary
optimisation",
        JOURNAL = IET-IPR,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "327-333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99578"}

@article{bb103120,
        AUTHOR = "Long, D. and Singh, V.P.",
        TITLE = "An Entropy-Based Multispectral Image Classification Algorithm",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "5225-5238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99579"}

@article{bb103121,
        AUTHOR = "Chi, Y.J. and Porikli, F.M.",
        TITLE = "Classification and Boosting with Multiple Collaborative
Representations",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1519-1531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99580"}

@inproceedings{bb103122,
        AUTHOR = "Chi, Y.J. and Porikli, F.M.",
        TITLE = "Connecting the dots in multi-class classification:
From nearest subspace to collaborative representation",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3602-3609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99581"}

@article{bb103123,
        AUTHOR = "Kolesnikov, A. and Trichina, E. and Kauranne, T.",
        TITLE = "Estimating the number of clusters in a numerical data set via
quantization error modeling",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "941-952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99582"}

@article{bb103124,
        AUTHOR = "Hennig, C.",
        TITLE = "What are the true clusters?",
        JOURNAL = PRL,
        VOLUME = "64",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "53-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99583"}

@article{bb103125,
        AUTHOR = "Fornells, A. and Rodrigo, Z. and Rovira, X. and Sanchez, M. and Santoma, R. and Teixido Navarro, F. and Golobardes, E.",
        TITLE = "Promoting consensus in the concept mapping methodology:
An application in the hospitality sector",
        JOURNAL = PRL,
        VOLUME = "67, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "39-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99584"}

@article{bb103126,
        AUTHOR = "Liang, Z. and Chen, P.",
        TITLE = "Delta-density based clustering with a divide-and-conquer strategy:
3DC clustering",
        JOURNAL = PRL,
        VOLUME = "73",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "52-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99585"}

@article{bb103127,
        AUTHOR = "Li, H.P. and Zhang, S.Q. and Ding, X.H. and Zhang, C. and Dale, P.",
        TITLE = "Performance Evaluation of Cluster Validity Indices (CVIs) on
Multi/Hyperspectral Remote Sensing Datasets",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99586"}

@article{bb103128,
        AUTHOR = "Saki, F. and Kehtarnavaz, N.",
        TITLE = "Online frame-based clustering with unknown number of clusters",
        JOURNAL = PR,
        VOLUME = "57",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "70-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99587"}

@article{bb103129,
        AUTHOR = "Luo, J.J. and Jiao, L.C. and Shang, R. and Liu, F.",
        TITLE = "Learning simultaneous adaptive clustering and classification via MOEA",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "37-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99588"}

@article{bb103130,
        AUTHOR = "Zhu, Y. and Ting, K.M. and Carman, M.J.",
        TITLE = "Density-ratio based clustering for discovering clusters with varying
densities",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "983-997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99589"}

@article{bb103131,
        AUTHOR = "Carton, C. and Lemaitre, A. and Couasnon, B.",
        TITLE = "Eyes Wide Open:
An interactive learning method for the design of rule-based systems",
        JOURNAL = IJDAR,
        VOLUME = "20",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "91-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99590"}

@article{bb103132,
        AUTHOR = "Zhang, H. and Patel, V.M.",
        TITLE = "Sparse Representation-Based Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1690-1696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99591"}

@article{bb103133,
        AUTHOR = "Zhan, Q.M. and Deng, S.G. and Zheng, Z.H.",
        TITLE = "An Adaptive Sweep-Circle Spatial Clustering Algorithm Based on
Gestalt",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99592"}

@article{bb103134,
        AUTHOR = "Hayes, J.J. and Castillo, O.",
        TITLE = "A New Approach for Interpreting the Morisita Index of Aggregation
through Quadrat Size",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99593"}

@article{bb103135,
        AUTHOR = "Rudd, E.M. and Jain, L.P. and Scheirer, W.J. and Boult, T.E.",
        TITLE = "The Extreme Value Machine",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "762-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99594"}

@article{bb103136,
        AUTHOR = "Laber, E.S. and de A. Mello Pereira, F.",
        TITLE = "Splitting criteria for classification problems with multi-valued
attributes and large number of classes",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "58-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99595"}

@article{bb103137,
        AUTHOR = "Gialampoukidis, I. and Vrochidis, S. and Kompatsiaris, I. and Antoniou, I.",
        TITLE = "Probabilistic density-based estimation of the number of clusters
using the DBSCAN-martingale process",
        JOURNAL = PRL,
        VOLUME = "123",
        YEAR = "2019",
        PAGES = "23-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99596"}

@article{bb103138,
        AUTHOR = "Dang, S.A. and Cao, Z.J. and Cui, Z.Y. and Pi, Y.M. and Liu, N.Y.",
        TITLE = "Open Set Incremental Learning for Automatic Target Recognition",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4445-4456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99597"}

@article{bb103139,
        AUTHOR = "Bhowmik, M.K. and Debnath, T. and Bhattacharjee, D. and Dutta, P.",
        TITLE = "EF-Index: Determining number of clusters (K) to estimate number of
segments (S) in an image",
        JOURNAL = IVC,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "29-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99598"}

@article{bb103140,
        AUTHOR = "Song, C. and Pei, T.",
        TITLE = "Decomposition of Repulsive Clusters in Complex Point Processes with
Heterogeneous Components",
        JOURNAL = IJGI,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99599"}

@inproceedings{bb103141,
        AUTHOR = "Bhattacharjee, S. and Mudunuri, S.P. and Biswas, S.",
        TITLE = "Do I Know You? A Two-Stage Framework for Novelty Detection",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2536-2540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99600"}

@inproceedings{bb103142,
        AUTHOR = "Bondarev, A.E.",
        TITLE = "Visual Analysis And Processing of Clusters Structures In
Multidimensional Datasets",
        BOOKTITLE = PTVSBB17,
        YEAR = "2017",
        PAGES = "151-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99601"}

@inproceedings{bb103143,
        AUTHOR = "Wang, Z.Y. and Tsechpenakis, G.",
        TITLE = "Feature Clustering with Fading Affect Bias:
Building Visual Vocabularies on the Fly",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:445-456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99602"}

@inproceedings{bb103144,
        AUTHOR = "Levinkov, E. and Kirillov, A. and Andres, B.",
        TITLE = "A Comparative Study of Local Search Algorithms for Correlation
Clustering",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "103-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99603"}

@inproceedings{bb103145,
        AUTHOR = "Liu, J.C. and Lian, Z.H. and Wang, Y. and Xiao, J.G.",
        TITLE = "Incremental Kernel Null Space Discriminant Analysis for Novelty
Detection",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4123-4131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99604"}

@inproceedings{bb103146,
        AUTHOR = "Guo, P.C. and Wang, X. and Wang, Y.B. and Cheng, Y. and Zhang, Y.",
        TITLE = "Research on automatic determining clustering centers algorithm based
on linear regression analysis",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "1016-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99605"}

@inproceedings{bb103147,
        AUTHOR = "Comiter, M. and Cha, M. and Kung, H.T. and Teerapittayanon, S.",
        TITLE = "Lambda means clustering:
Automatic parameter search and distributed computing implementation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2331-2337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99606"}

@inproceedings{bb103148,
        AUTHOR = "Wang, Y. and Li, Y. and Zhao, Q.H.",
        TITLE = "Coupling Regular Tessellation with RJMCMC Algorithm to Segment SAR
Image With Unknown Number Of Classes",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 393-397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99607"}

@inproceedings{bb103149,
        AUTHOR = "Zhao, X. and Li, Y. and Zhao, Q. and Wang, C.Y.",
        TITLE = "An Entropy-kl Strategy For Estimating Number Of Classes In Image
Segmentation Issues",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 437-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99608"}

@inproceedings{bb103150,
        AUTHOR = "Zhang, Z.M. and Chen, Y.T. and Saligrama, V.",
        TITLE = "Group Membership Prediction",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "3916-3924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99609"}

@inproceedings{bb103151,
        AUTHOR = "Tepper, M. and Sapiro, G.",
        TITLE = "From Local to Global Communities in Large Networks Through Consensus",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "659-666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99610"}

@inproceedings{bb103152,
        AUTHOR = "Mohammed, A.J. and Yusof, Y. and Husni, H.",
        TITLE = "Determining Number of Clusters Using Firefly Algorithm with Cluster
Merging for Text Clustering",
        BOOKTITLE = IVIC15,
        YEAR = "2015",
        PAGES = "14-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99611"}

@inproceedings{bb103153,
        AUTHOR = "Kim, M. and Lim, J.M. and Shin, H. and Oh, C. and Jeong, H.T.",
        TITLE = "Estimating the Number of Clusters with Database for Texture
Segmentation Using Gabor Filter",
        BOOKTITLE = CVS15,
        YEAR = "2015",
        PAGES = "435-444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99612"}

@inproceedings{bb103154,
        AUTHOR = "Hautamaki, V. and Pollanen, A. and Kinnunen, T. and Lee, K.A. and Li, H.Z. and Franti, P.",
        TITLE = "A Comparison of Categorical Attribute Data Clustering Methods",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "53-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99613"}

@inproceedings{bb103155,
        AUTHOR = "Kading, C. and Freytag, A. and Rodner, E. and Bodesheim, P. and Denzler, J.",
        TITLE = "Active learning and discovery of object categories in the presence of
unnameable instances",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4343-4352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99614"}

@inproceedings{bb103156,
        AUTHOR = "Bodesheim, P. and Freytag, A. and Rodner, E. and Denzler, J.",
        TITLE = "Local Novelty Detection in Multi-class Recognition Problems",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "813-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99615"}

@inproceedings{bb103157,
        AUTHOR = "Bodesheim, P. and Freytag, A. and Rodner, E. and Kemmler, M. and Denzler, J.",
        TITLE = "Kernel Null Space Methods for Novelty Detection",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3374-3381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99616"}

@inproceedings{bb103158,
        AUTHOR = "Al Rawi, M.S. and Cunha, J.P.S.",
        TITLE = "Using Permutation Tests to Study How the Dimensionality, the Number of
Classes, and the Number of Samples Affect Classification Analysis",
        BOOKTITLE = ICIAR12,
        YEAR = "2012",
        PAGES = "I: 34-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99617"}

@inproceedings{bb103159,
        AUTHOR = "Kolesnikov, A. and Trichina, E.",
        TITLE = "Determining the Number of Clusters with Rate-Distortion Curve Modeling",
        BOOKTITLE = ICIAR12,
        YEAR = "2012",
        PAGES = "I: 43-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99618"}

@inproceedings{bb103160,
        AUTHOR = "Mittal, M. and Singh, V.P. and Sharma, R.K.",
        TITLE = "Random automatic detection of clusters",
        BOOKTITLE = ICIIP11,
        YEAR = "2011",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99619"}

@inproceedings{bb103161,
        AUTHOR = "Chen, G.L. and Maggioni, M.",
        TITLE = "Multiscale geometric and spectral analysis of plane arrangements",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2825-2832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99620"}

@inproceedings{bb103162,
        AUTHOR = "Gopalan, R. and Sankaranarayanan, J.",
        TITLE = "Max-margin clustering:
Detecting margins from projections of points on lines",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2769-2776",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99621"}

@inproceedings{bb103163,
        AUTHOR = "Zeng, Z.M. and Wang, W.H. and Yang, L.Z. and Zwiggelaar, R.",
        TITLE = "Automatic Estimation of the Number of Segmentation Groups Based on MI",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "532-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99622"}

@inproceedings{bb103164,
        AUTHOR = "Thakoor, N. and Devarajan, V. and Gao, J.X.",
        TITLE = "Computation complexity of branch-and-bound model selection",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1895-1900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99623"}

@inproceedings{bb103165,
        AUTHOR = "Hua, C.S. and Sagawa, R. and Yagi, Y.S.",
        TITLE = "Scale-invariant density-based clustering initialization algorithm and
its application",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99624"}

@inproceedings{bb103166,
        AUTHOR = "Li, F.J. and Klette, R.",
        TITLE = "Recovery Rate of Clustering Algorithms",
        BOOKTITLE = PSIVT09,
        YEAR = "2009",
        PAGES = "1058-1069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99625"}

@inproceedings{bb103167,
        AUTHOR = "Franti, P. and Virmajoki, O. and Hautamaki, V.",
        TITLE = "Probabilistic clustering by random swap algorithm",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99626"}

@inproceedings{bb103168,
        AUTHOR = "Zhao, Q.P. and Hautamaki, V. and Franti, P.",
        TITLE = "Knee Point Detection in BIC for Detecting the Number of Clusters",
        BOOKTITLE = ACIVS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99627"}

@inproceedings{bb103169,
        AUTHOR = "Zhang, Z.M. and Chan, S. and Chia, L.T.",
        TITLE = "Discriminative Signatures for Image Classification",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "II: 197-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99628"}

@inproceedings{bb103170,
        AUTHOR = "Grim, J.",
        TITLE = "EM Cluster Analysis for Categorical Data",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "640-648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99629"}

@inproceedings{bb103171,
        AUTHOR = "Klawonn, F.",
        TITLE = "Identifying Single Good Clusters in Data Sets",
        BOOKTITLE = IWICPAS06,
        YEAR = "2006",
        PAGES = "160-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99630"}

@inproceedings{bb103172,
        AUTHOR = "Yan, S.C. and Yuan, T.Q. and Tang, X.",
        TITLE = "Learning Semantic Patterns with Discriminant Localized Binary
Projections",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 168-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99631"}

@inproceedings{bb103173,
        AUTHOR = "Nasios, N. and Bors, A.G.",
        TITLE = "Finding the Number of Clusters for Nonparametric Segmentation",
        BOOKTITLE = CAIP05,
        YEAR = "2005",
        PAGES = "213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99632"}

@inproceedings{bb103174,
        AUTHOR = "Zheng, X. and Lin, X.Y.",
        TITLE = "Automatic determination of intrinsic cluster number family in spectral
clustering using random walk on graph",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "V: 3471-3474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99633"}

@inproceedings{bb103175,
        AUTHOR = "Law, M.H.C. and Topchy, A.P. and Jain, A.K.",
        TITLE = "Multiobjective data clustering",
        BOOKTITLE = CVPR04,
        YEAR = "2004",
        PAGES = "II: 424-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99634"}

@inproceedings{bb103176,
        AUTHOR = "Zhang, H. and Malik, J.",
        TITLE = "Learning a discriminative classifier using shape context distances",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 242-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99635"}

@inproceedings{bb103177,
        AUTHOR = "Marazzi, A. and Gamba, P. and Mecocci, A. and Semboloni, A.",
        TITLE = "Automatic Selection of the Number of Clusters in Multidimensional
Data Problems",
        BOOKTITLE = ICIP96,
        YEAR = "1996",
        PAGES = "III: 631-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99636"}

@inproceedings{bb103178,
        AUTHOR = "Wallace, R.S. and Kanade, T.",
        TITLE = "Finding Natural Clusters Having Minimal Description Lengths",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "I: 438-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99637"}

@inproceedings{bb103179,
        AUTHOR = "Bandapadhay, A. and Fu, J.L.",
        TITLE = "Searching parameter spaces with noisy linear constraints",
        BOOKTITLE = CVPR88,
        YEAR = "1988",
        PAGES = "550-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT99638"}

@article{bb103180,
        AUTHOR = "Devroye, L. and Machell, F.",
        TITLE = "Data Structures in Kernel Density Estimation",
        JOURNAL = PAMI,
        VOLUME = "7",
        YEAR = "1985",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "360-366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99639"}

@article{bb103181,
        AUTHOR = "Wu, M. and Scholkopf, B. and Bakir, G.",
        TITLE = "A Direct Method for Building Sparse Kernel Learning Algorithms",
        JOURNAL = MachLearnRes,
        VOLUME = "7",
        YEAR = "2006",
        NUMBER = "4",
        PAGES = "603-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99640"}

@inproceedings{bb103182,
        AUTHOR = "Wu, M. and Scholkopf, B.",
        TITLE = "A Local Learning Approach for Clustering",
        BOOKTITLE = "NIPS06",
        YEAR = "2006",
        PAGES = "1529-1536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99641"}

@article{bb103183,
        AUTHOR = "Wang, Z. and Chen, S.C. and Sun, T.",
        TITLE = "MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "348-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99642"}

@inproceedings{bb103184,
        AUTHOR = "Tan, X.Y. and Chen, S.C. and Li, J. and Zhou, Z.H.",
        TITLE = "Learning Non-Metric Partial Similarity Based on Maximal Margin
Criterion",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 138-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99643"}

@article{bb103185,
        AUTHOR = "El Yaniv, R. and Pechyony, D. and Yom Tov, E.",
        TITLE = "Better multiclass classification via a margin-optimized single binary
problem",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1954-1959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99644"}

@article{bb103186,
        AUTHOR = "Filippone, M. and Camastra, F. and Masulli, F. and Rovetta, S.",
        TITLE = "A survey of kernel and spectral methods for clustering",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "176-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99645"}

@article{bb103187,
        AUTHOR = "Gonen, M. and Alpaydin, E.",
        TITLE = "Cost-conscious multiple kernel learning",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "959-965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99646"}

@article{bb103188,
        AUTHOR = "Zeng, H. and Cheung, Y.M.",
        TITLE = "A new feature selection method for Gaussian mixture clustering",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "243-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99647"}

@article{bb103189,
        AUTHOR = "Zeng, H. and Cheung, Y.M.",
        TITLE = "Feature Selection and Kernel Learning for Local Learning-Based
Clustering",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1532-1547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99648"}

@article{bb103190,
        AUTHOR = "Jia, H. and Cheung, Y.M. and Liu, J.M.",
        TITLE = "Cooperative and penalized competitive learning with application to
kernel-based clustering",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3060-3069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99649"}

@article{bb103191,
        AUTHOR = "Ulas, A. and Yildiz, O.T. and Alpaydin, E.",
        TITLE = "Cost-conscious comparison of supervised learning algorithms over
multiple data sets",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1772-1781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99650"}

@article{bb103192,
        AUTHOR = "Gonen, M. and Alpaydin, E.",
        TITLE = "Regularizing multiple kernel learning using response surface
methodology",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "159-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99651"}

@article{bb103193,
        AUTHOR = "Gonen, M. and Alpaydin, E.",
        TITLE = "Localized algorithms for multiple kernel learning",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "795-807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99652"}

@inproceedings{bb103194,
        AUTHOR = "Gonen, M. and Alpaydin, E.",
        TITLE = "Localized Multiple Kernel Regression",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1425-1428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99653"}

@article{bb103195,
        AUTHOR = "Liang, Z.Z. and Li, Y.F.",
        TITLE = "Multiple kernels for generalised discriminant analysis",
        JOURNAL = IET-CV,
        VOLUME = "4",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "117-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99654"}

@article{bb103196,
        AUTHOR = "Yger, F. and Rakotomamonjy, A.",
        TITLE = "Wavelet kernel learning",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2614-2629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99655"}

@article{bb103197,
        AUTHOR = "Lin, Y.Y. and Liu, T.L. and Fuh, C.S.",
        TITLE = "Multiple Kernel Learning for Dimensionality Reduction",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1147-1160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99656"}

@article{bb103198,
        AUTHOR = "Wang, S.H. and Huang, Q.M. and Jiang, S.Q. and Tian, Q.",
        TITLE = "S3-MKL: Scalable Semi-Supervised Multiple Kernel
Learning for Real-World Image Applications",
        JOURNAL = MultMed,
        VOLUME = "14",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1259-1274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99657"}

@inproceedings{bb103199,
        AUTHOR = "Wang, S.H. and Jiang, S.Q. and Huang, Q.M. and Tian, Q.",
        TITLE = "Multiple Kernel Learning with High Order Kernels",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2138-2141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621mc1.html#TT99658"}

Last update:Nov 7, 2019 at 15:08:56