@article{bb151600,
AUTHOR = "Jolion, J.M. and Rosenfeld, A.",
TITLE = "Cluster Detection in Background Noise",
JOURNAL = PR,
VOLUME = "22",
YEAR = "1989",
NUMBER = "5",
PAGES = "603-607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147521"}
@article{bb151601,
AUTHOR = "Sher, C.A. and Rosenfeld, A.",
TITLE = "Pyramid Cluster Detection and Delineation by Consensus",
JOURNAL = PRL,
VOLUME = "12",
YEAR = "1991",
PAGES = "477-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147522"}
@article{bb151602,
AUTHOR = "de Biase, G.A. and di Gesu, V. and Sacco, B.",
TITLE = "Detection of Diffuse Clusters in Noise Background",
JOURNAL = PRL,
VOLUME = "4",
YEAR = "1986",
PAGES = "39-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147523"}
@article{bb151603,
AUTHOR = "Kurita, T.",
TITLE = "An efficient agglomerative clustering algorithm using a heap",
JOURNAL = PR,
VOLUME = "24",
YEAR = "1991",
NUMBER = "3",
PAGES = "205-209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147524"}
@article{bb151604,
AUTHOR = "Kurita, T.",
TITLE = "Author's reply to comments",
JOURNAL = PR,
VOLUME = "26",
YEAR = "1993",
NUMBER = "7",
MONTH = "July",
PAGES = "1121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147525"}
@article{bb151605,
AUTHOR = "Cho, T.H.",
TITLE = "Comments on 'An efficient agglomerative clustering algorithm using a
heap'",
JOURNAL = PR,
VOLUME = "26",
YEAR = "1993",
NUMBER = "7",
MONTH = "July",
PAGES = "1121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147526"}
@article{bb151606,
AUTHOR = "Krishnapuram, R. and Freg, C.P.",
TITLE = "Fitting An Unknown Number of Lines and Planes to Image Data
Through Compatible Cluster Merging",
JOURNAL = PR,
VOLUME = "25",
YEAR = "1992",
NUMBER = "4",
MONTH = "April",
PAGES = "385-400",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147527"}
@article{bb151607,
AUTHOR = "Aldaoud, M.B. and Roberts, S.A.",
TITLE = "New Methods for the Initialization of Clusters",
JOURNAL = PRL,
VOLUME = "17",
YEAR = "1996",
NUMBER = "5",
MONTH = "May",
PAGES = "451-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147528"}
@article{bb151608,
AUTHOR = "Herbin, M. and Bonnet, N. and Vautrot, P.",
TITLE = "A Clustering Method Based on the Estimation of the
Probability Density-Function and on the Skeleton by Influence Zones:
Application to Image-Processing",
JOURNAL = PRL,
VOLUME = "17",
YEAR = "1996",
NUMBER = "11",
MONTH = "September",
PAGES = "1141-1150",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147529"}
@article{bb151609,
AUTHOR = "Herbin, M. and Bonnet, N. and Vautrot, P.",
TITLE = "Estimation of the number of clusters and influence zones",
JOURNAL = PRL,
VOLUME = "22",
YEAR = "2001",
NUMBER = "14",
MONTH = "December",
PAGES = "1557-1568",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147530"}
@article{bb151610,
AUTHOR = "Frigui, H. and Krishnapuram, R.",
TITLE = "A Robust Competitive Clustering Algorithm with
Applications in Computer Vision",
JOURNAL = PAMI,
VOLUME = "21",
YEAR = "1999",
NUMBER = "5",
MONTH = "May",
PAGES = "450-465",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147531"}
@article{bb151611,
AUTHOR = "Frigui, H. and Krishnapuram, R.",
TITLE = "A Robust Algorithm for Automatic Extraction of an Unknown Number of
Clusters from Noisy Data",
JOURNAL = PRL,
VOLUME = "17",
YEAR = "1996",
NUMBER = "12",
MONTH = "October",
PAGES = "1223-1232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147532"}
@inproceedings{bb151612,
AUTHOR = "Frigui, H. and Krishnapuram, R.",
TITLE = "A Robust Clustering Algorithm Based on Competitive Agglomeration and
Soft Rejection of Outliers",
BOOKTITLE = CVPR96,
YEAR = "1996",
PAGES = "550-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147533"}
@article{bb151613,
AUTHOR = "Frigui, H. and Krishnapuram, R.",
TITLE = "Clustering by Competitive Agglomeration",
JOURNAL = PR,
VOLUME = "30",
YEAR = "1997",
NUMBER = "7",
MONTH = "July",
PAGES = "1109-1119",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147534"}
@inproceedings{bb151614,
AUTHOR = "Frigui, H.",
TITLE = "Clustering: Algorithms and Applications",
BOOKTITLE = IPTA08,
YEAR = "2008",
PAGES = "1-11",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147535"}
@inproceedings{bb151615,
AUTHOR = "Frigui, H.",
TITLE = "Membershipmap: data transformation based on membership aggregation",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "II: 463-466",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147536"}
@article{bb151616,
AUTHOR = "Frigui, H. and Hwang, C. and Rhee, F.C.H.",
TITLE = "Clustering and aggregation of relational data with applications to
image database categorization",
JOURNAL = PR,
VOLUME = "40",
YEAR = "2007",
NUMBER = "11",
MONTH = "November",
PAGES = "3053-3068",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147537"}
@article{bb151617,
AUTHOR = "Nakamura, E. and Kehtarnavaz, N.",
TITLE = "Determining number of clusters and prototype locations via multi-scale
clustering",
JOURNAL = PRL,
VOLUME = "19",
YEAR = "1998",
NUMBER = "14",
MONTH = "December",
PAGES = "1265-1283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147538"}
@article{bb151618,
AUTHOR = "Kothari, R. and Pitts, D.",
TITLE = "On finding the number of clusters",
JOURNAL = PRL,
VOLUME = "20",
YEAR = "1999",
NUMBER = "4",
MONTH = "April",
PAGES = "405-416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147539"}
@article{bb151619,
AUTHOR = "Pan, W.",
TITLE = "Shrinking classification trees for boot-strap aggregation",
JOURNAL = PRL,
VOLUME = "20",
YEAR = "1999",
NUMBER = "8",
MONTH = "August",
PAGES = "961-965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147540"}
@article{bb151620,
AUTHOR = "Tibshirani, R. and Guenther, W. and Hastie, T.",
TITLE = "Estimating the number of clusters in a data set
via the gap statistic",
JOURNAL = RoyalStat,
VOLUME = "B 63",
YEAR = "2001",
PAGES = "411-423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147541"}
@article{bb151621,
AUTHOR = "Sbai, E.",
TITLE = "Cluster analysis by adaptive rank-order filters",
JOURNAL = PR,
VOLUME = "34",
YEAR = "2001",
NUMBER = "10",
MONTH = "October",
PAGES = "2015-2027",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147542"}
@article{bb151622,
AUTHOR = "Veenman, C.J. and Reinders, M.J.T. and Backer, E.",
TITLE = "A Maximum Variance Cluster Algorithm",
JOURNAL = PAMI,
VOLUME = "24",
YEAR = "2002",
NUMBER = "9",
MONTH = "September",
PAGES = "1273-1280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147543"}
@article{bb151623,
AUTHOR = "Sugar, C.A. and James, G.M.",
TITLE = "Finding the number of clusters in a data set:
An information theoretic approach",
JOURNAL = ASAJ,
VOLUME = "98",
YEAR = "2003",
PAGES = "750-763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147544"}
@article{bb151624,
AUTHOR = "Hathaway, R.J. and Bezdek, J.C.",
TITLE = "Visual cluster validity for prototype generator clustering models",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "9-10",
MONTH = "June",
PAGES = "1563-1569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147545"}
@article{bb151625,
AUTHOR = "Huband, J.M. and Bezdek, J.C. and Hathaway, R.J.",
TITLE = "bigVAT: Visual assessment of cluster tendency for large data sets",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "11",
MONTH = "November",
PAGES = "1875-1886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147546"}
@article{bb151626,
AUTHOR = "Hathaway, R.J. and Bezdek, J.C. and Huband, J.M.",
TITLE = "Scalable visual assessment of cluster tendency for large data sets",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "7",
MONTH = "July",
PAGES = "1315-1324",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147547"}
@inproceedings{bb151627,
AUTHOR = "Hathaway, R.J. and Bezdek, J.C. and Huband, J.M.",
TITLE = "Maximin Initialization for Cluster Analysis",
BOOKTITLE = CIARP06,
YEAR = "2006",
PAGES = "14-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147548"}
@article{bb151628,
AUTHOR = "Franc, V. and Hlavac, V.",
TITLE = "An iterative algorithm learning the maximal margin classifier",
JOURNAL = PR,
VOLUME = "36",
YEAR = "2003",
NUMBER = "9",
MONTH = "September",
PAGES = "1985-1996",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147549"}
@inproceedings{bb151629,
AUTHOR = "Franc, V. and Hlavac, V.",
TITLE = "Greedy Algorithm for a Training Set Reduction in the Kernel Methods",
BOOKTITLE = CAIP03,
YEAR = "2003",
PAGES = "426-433",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147550"}
@inproceedings{bb151630,
AUTHOR = "Franc, V. and Hlavac, V.",
TITLE = "Multi-class support vector machine",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 236-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147551"}
@inproceedings{bb151631,
AUTHOR = "Uricar, M. and Franc, V. and Hlavac, V.",
TITLE = "Bundle Methods for Structured Output Learning: Back to the Roots",
BOOKTITLE = SCIA13,
YEAR = "2013",
PAGES = "162-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147552"}
@article{bb151632,
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#TT147553"}
@article{bb151633,
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#TT147554"}
@article{bb151634,
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#TT147555"}
@article{bb151635,
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#TT147556"}
@article{bb151636,
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#TT147557"}
@article{bb151637,
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#TT147558"}
@inproceedings{bb151638,
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#TT147559"}
@article{bb151639,
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#TT147560"}
@article{bb151640,
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#TT147561"}
@inproceedings{bb151641,
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#TT147562"}
@article{bb151642,
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#TT147563"}
@article{bb151643,
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#TT147564"}
@article{bb151644,
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#TT147565"}
@article{bb151645,
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#TT147566"}
@article{bb151646,
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#TT147567"}
@article{bb151647,
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#TT147568"}
@article{bb151648,
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#TT147569"}
@article{bb151649,
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#TT147570"}
@article{bb151650,
AUTHOR = "Liu, C. and Zhou, A. and Zhang, G.X.",
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#TT147571"}
@article{bb151651,
AUTHOR = "Liu, C. and Zhou, A. and Zhang, Q. and Zhang, G.X.",
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#TT147572"}
@article{bb151652,
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#TT147573"}
@article{bb151653,
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#TT147574"}
@inproceedings{bb151654,
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#TT147575"}
@article{bb151655,
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#TT147576"}
@article{bb151656,
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#TT147577"}
@article{bb151657,
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#TT147578"}
@article{bb151658,
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#TT147579"}
@article{bb151659,
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#TT147580"}
@article{bb151660,
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#TT147581"}
@article{bb151661,
AUTHOR = "Luo, J.J. and Jiao, L.C. and Shang, R.H. 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#TT147582"}
@article{bb151662,
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#TT147583"}
@article{bb151663,
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#TT147584"}
@article{bb151664,
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#TT147585"}
@article{bb151665,
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#TT147586"}
@article{bb151666,
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#TT147587"}
@article{bb151667,
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#TT147588"}
@article{bb151668,
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#TT147589"}
@article{bb151669,
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#TT147590"}
@article{bb151670,
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#TT147591"}
@article{bb151671,
AUTHOR = "Shi, Z.C. and Ma, D. and Yan, X. and Zhu, W. and Zhao, Z.G.",
TITLE = "A Density-Peak-Based Clustering Method for Multiple Densities Dataset",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147592"}
@article{bb151672,
AUTHOR = "Tabak, E.G. and Trigila, G. and Zhao, W.J.",
TITLE = "Distributional barycenter problem through data-driven flows",
JOURNAL = PR,
VOLUME = "130",
YEAR = "2022",
PAGES = "108795",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147593"}
@article{bb151673,
AUTHOR = "Bagirov, A.M. and Aliguliyev, R.M. and Sultanova, N.",
TITLE = "Finding compact and well-separated clusters:
Clustering using silhouette coefficients",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147594"}
@article{bb151674,
AUTHOR = "Chen, Y. and Debnath, T. and Cai, A. and Song, M.Z.",
TITLE = "Circular Silhouette and a Fast Algorithm",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "14038-14044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147595"}
@article{bb151675,
AUTHOR = "Jazayeri, A. and Yang, C.C.",
TITLE = "Frequent Pattern Mining in Continuous-Time Temporal Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "305-321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147596"}
@article{bb151676,
AUTHOR = "Zhao, B.X. and Wang, S.L. and Chi, L.H. and Yuan, H. and Yuan, Y. and Li, Q. and Geng, J. and Zhang, S.L.",
TITLE = "Coresets for fast causal discovery with the additive noise model",
JOURNAL = PR,
VOLUME = "148",
YEAR = "2024",
PAGES = "110149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147597"}
@article{bb151677,
AUTHOR = "Serrano, B. and Vidal, T.",
TITLE = "Community detection in the stochastic block model by mixed integer
programming",
JOURNAL = PR,
VOLUME = "152",
YEAR = "2024",
PAGES = "110487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147598"}
@article{bb151678,
AUTHOR = "Hu, Z.X. and Xu, Y. and He, L. and Nie, F.P.",
TITLE = "Interactive Supervision for New Intent Discovery",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1680-1684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147599"}
@article{bb151679,
AUTHOR = "Chi, H.A. and Yang, W.J. and Liu, F. and Lan, L. and Qin, T. and Han, B.",
TITLE = "Does Confusion Really Hurt Novel Class Discovery?",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "3191-3207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147600"}
@article{bb151680,
AUTHOR = "Hou, J. and Lin, H. and Yuan, H.Q. and Pelillo, M.",
TITLE = "Flexible density peak clustering for real-world data",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110772",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147601"}
@article{bb151681,
AUTHOR = "Chang, Z.H. and Li, X. and Zhao, Z.",
TITLE = "Feature extractor optimization for discriminative representations in
Generalized Category Discovery",
JOURNAL = SP:IC,
VOLUME = "129",
YEAR = "2024",
PAGES = "117195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147602"}
@article{bb151682,
AUTHOR = "de Carvalho, M. and Martos, G. and Svetlosak, A.",
TITLE = "A game-inspired algorithm for marginal and global clustering",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147603"}
@article{bb151683,
AUTHOR = "Li, D.D. and Fan, Y.H. and Wang, Z.",
TITLE = "DRSCDM: A Novel Density-Related Clustering for Complex
High-Dimensional Data Streams",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12652-12664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147604"}
@article{bb151684,
AUTHOR = "Zhai, Z. and Wu, M.X. and Xu, J. and Li, X.H.",
TITLE = "Sparse Projection Matrix Approximation and Its Applications",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "351-355",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147605"}
@article{bb151685,
AUTHOR = "Fan, J.A. and Liu, D. and Chang, H. and Huang, H. and Chen, M. and Cai, W.D.",
TITLE = "On Structuring Hyperspherical Manifold for Probing Novel Biomedical
Entities",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11446-11463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147606"}
@article{bb151686,
AUTHOR = "Vardakas, G. and Kalogeratos, A. and Likas, A.",
TITLE = "UniForCE: The Unimodality Forest method for Clustering and Estimation
of the number of clusters",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147607"}
@article{bb151687,
AUTHOR = "Fan, X.H. and Li, B. and Rahman, P.A. and Sisson, S.A.",
TITLE = "Data-Dependent Rectangular Bounding Processes",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1485-1502",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147608"}
@article{bb151688,
AUTHOR = "Rodriguez, J.T. and Gonzalez Garcia, X. and Gomez, D. and Bustince, H.",
TITLE = "CRB-NCE: An adaptable cohesion rule-based approach to number of
clusters estimation",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147609"}
@inproceedings{bb151689,
AUTHOR = "Giakoumoglou, N. and Stathaki, T.",
TITLE = "Cluster Contrast for Unsupervised Visual Representation Learning",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "133-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147610"}
@inproceedings{bb151690,
AUTHOR = "Zhao, B.C. and Lang, N. and Belongie, S. and Aodha, O.M.",
TITLE = "Labeled Data Selection for Category Discovery",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LV: 201-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147611"}
@inproceedings{bb151691,
AUTHOR = "Metaxas, I.M. and Tzimiropoulos, G. and Patras, I.",
TITLE = "Efficient Unsupervised Visual Representation Learning with Explicit
Cluster Balancing",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXII: 436-454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147612"}
@inproceedings{bb151692,
AUTHOR = "Banerjee, A. and Kallooriyakath, L.S. and Biswas, S.",
TITLE = "AMEND: Adaptive Margin and Expanded Neighborhood for Efficient
Generalized Category Discovery",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2090-2099",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147613"}
@inproceedings{bb151693,
AUTHOR = "Otholt, J. and Meinel, C. and Yang, H.J.",
TITLE = "Guided Cluster Aggregation:
A Hierarchical Approach to Generalized Category Discovery",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2606-2615",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147614"}
@inproceedings{bb151694,
AUTHOR = "Wen, X. and Zhao, B.C. and Qi, X.J.",
TITLE = "Parametric Classification for Generalized Category Discovery:
A Baseline Study",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16544-16554",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147615"}
@inproceedings{bb151695,
AUTHOR = "Du, R.Y. and Chang, D.L. and Liang, K.M. and Hospedales, T.M. and Song, Y.Z. and Ma, Z.Y.",
TITLE = "On-the-Fly Category Discovery",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11691-11700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147616"}
@inproceedings{bb151696,
AUTHOR = "Li, W.B. and Fan, Z.C. and Huo, J. and Gao, Y.",
TITLE = "Modeling Inter-Class and Intra-Class Constraints in Novel Class
Discovery",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3449-3458",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147617"}
@inproceedings{bb151697,
AUTHOR = "Yang, M. and Wang, L. and Deng, C. and Zhang, H.W.",
TITLE = "Bootstrap Your Own Prior:
Towards Distribution-Agnostic Novel Class Discovery",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3459-3468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147618"}
@inproceedings{bb151698,
AUTHOR = "Zhang, S. and Khan, S. and Shen, Z.Q. and Naseer, M. and Chen, G.Y. and Khan, F.S.",
TITLE = "PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for
Generalized Novel Category Discovery",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3479-3488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147619"}
@inproceedings{bb151699,
AUTHOR = "Sohn, K. and Yoon, J. and Li, C.L. and Lee, C.Y. and Pfister, T.",
TITLE = "Anomaly Clustering:
Grouping Images into Coherent Clusters of Anomaly Types",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5468-5479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT147620"}
Last update:Jun 13, 2026 at 20:41:05