@article{bb154400,
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#TT150307"}
@article{bb154401,
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#TT150308"}
@article{bb154402,
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#TT150309"}
@inproceedings{bb154403,
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#TT150310"}
@article{bb154404,
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#TT150311"}
@article{bb154405,
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#TT150312"}
@inproceedings{bb154406,
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#TT150313"}
@article{bb154407,
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#TT150314"}
@article{bb154408,
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#TT150315"}
@article{bb154409,
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#TT150316"}
@article{bb154410,
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#TT150317"}
@article{bb154411,
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#TT150318"}
@article{bb154412,
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#TT150319"}
@article{bb154413,
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#TT150320"}
@article{bb154414,
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#TT150321"}
@article{bb154415,
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#TT150322"}
@article{bb154416,
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#TT150323"}
@article{bb154417,
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#TT150324"}
@article{bb154418,
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#TT150325"}
@inproceedings{bb154419,
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#TT150326"}
@article{bb154420,
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#TT150327"}
@article{bb154421,
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#TT150328"}
@article{bb154422,
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#TT150329"}
@article{bb154423,
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#TT150330"}
@article{bb154424,
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#TT150331"}
@article{bb154425,
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#TT150332"}
@article{bb154426,
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#TT150333"}
@article{bb154427,
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#TT150334"}
@article{bb154428,
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#TT150335"}
@article{bb154429,
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#TT150336"}
@article{bb154430,
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#TT150337"}
@article{bb154431,
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#TT150338"}
@article{bb154432,
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#TT150339"}
@article{bb154433,
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#TT150340"}
@article{bb154434,
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#TT150341"}
@article{bb154435,
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#TT150342"}
@article{bb154436,
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#TT150343"}
@article{bb154437,
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#TT150344"}
@article{bb154438,
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#TT150345"}
@article{bb154439,
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#TT150346"}
@article{bb154440,
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#TT150347"}
@article{bb154441,
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#TT150348"}
@article{bb154442,
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#TT150349"}
@article{bb154443,
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#TT150350"}
@article{bb154444,
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#TT150351"}
@article{bb154445,
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#TT150352"}
@article{bb154446,
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#TT150353"}
@article{bb154447,
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#TT150354"}
@article{bb154448,
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#TT150355"}
@article{bb154449,
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#TT150356"}
@article{bb154450,
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#TT150357"}
@article{bb154451,
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#TT150358"}
@article{bb154452,
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#TT150359"}
@article{bb154453,
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#TT150360"}
@article{bb154454,
AUTHOR = "Bagirov, A.M. and Aliguliyev, R. and Sultanova, N. and Taheri, S.",
TITLE = "Absolute indices for determining compactness, separability and number
of clusters",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT150361"}
@inproceedings{bb154455,
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#TT150362"}
@inproceedings{bb154456,
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#TT150363"}
@inproceedings{bb154457,
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#TT150364"}
@inproceedings{bb154458,
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#TT150365"}
@inproceedings{bb154459,
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#TT150366"}
@inproceedings{bb154460,
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#TT150367"}
@inproceedings{bb154461,
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#TT150368"}
@inproceedings{bb154462,
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#TT150369"}
@inproceedings{bb154463,
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#TT150370"}
@inproceedings{bb154464,
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#TT150371"}
@inproceedings{bb154465,
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#TT150372"}
@inproceedings{bb154466,
AUTHOR = "Joseph, K.J. and Paul, S. and Aggarwal, G. and Biswas, S. and Rai, P. and Han, K. and Balasubramanian, V.N.",
TITLE = "Spacing Loss for Discovering Novel Categories",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3760-3765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT150373"}
@inproceedings{bb154467,
AUTHOR = "Gialampoukidis, I. and Andreadis, S. and Pantelidis, N. and Hayat, S. and Zhong, L. and Bakratsas, M. and Hoppe, D. and Vrochidis, S. and Kompatsiaris, I.",
TITLE = "Parallel DBSCAN-Martingale Estimation of the Number of Concepts for
Automatic Satellite Image Clustering",
BOOKTITLE = MMMod22,
YEAR = "2022",
PAGES = "I:95-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT150374"}
@inproceedings{bb154468,
AUTHOR = "Fini, E. and Sangineto, E. and Lathuiliere, S. and Zhong, Z. and Nabi, M. and Ricci, E.",
TITLE = "A Unified Objective for Novel Class Discovery",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9264-9272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT150375"}
@inproceedings{bb154469,
AUTHOR = "Kamgar Parsi, B. and Kamgar Parsi, B.",
TITLE = "Penalized K-Means Algorithms for Finding the Number of Clusters",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "969-974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT150376"}
@inproceedings{bb154470,
AUTHOR = "Yang, L. and Zhan, X.H. and Chen, D.P. and Yan, J.J. and Loy, C.C. and Lin, D.",
TITLE = "Learning to Cluster Faces on an Affinity Graph",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2293-2301",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT150377"}
@inproceedings{bb154471,
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#TT150378"}
@inproceedings{bb154472,
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#TT150379"}
@inproceedings{bb154473,
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#TT150380"}
@inproceedings{bb154474,
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#TT150381"}
@inproceedings{bb154475,
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#TT150382"}
@inproceedings{bb154476,
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#TT150383"}
@inproceedings{bb154477,
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#TT150384"}
@inproceedings{bb154478,
AUTHOR = "Zhao, X.M. and Li, Y. and Zhao, Q.H. 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#TT150385"}
@inproceedings{bb154479,
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#TT150386"}
@inproceedings{bb154480,
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#TT150387"}
@inproceedings{bb154481,
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#TT150388"}
@inproceedings{bb154482,
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#TT150389"}
@inproceedings{bb154483,
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#TT150390"}
@inproceedings{bb154484,
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#TT150391"}
@inproceedings{bb154485,
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#TT150392"}
@inproceedings{bb154486,
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#TT150393"}
@inproceedings{bb154487,
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#TT150394"}
@inproceedings{bb154488,
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#TT150395"}
@inproceedings{bb154489,
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#TT150396"}
@inproceedings{bb154490,
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#TT150397"}
@inproceedings{bb154491,
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#TT150398"}
@inproceedings{bb154492,
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#TT150399"}
@inproceedings{bb154493,
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#TT150400"}
@inproceedings{bb154494,
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#TT150401"}
@inproceedings{bb154495,
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#TT150402"}
@inproceedings{bb154496,
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#TT150403"}
@inproceedings{bb154497,
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#TT150404"}
@inproceedings{bb154498,
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#TT150405"}
@inproceedings{bb154499,
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#TT150406"}
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