#' @importFrom utils bibentry
bibentries = c( # nolint start
ruspini_1970 = bibentry("article",
doi = "10.1016/S0020-0255(70)80056-1",
year = "1970",
volume = "2",
number = "3",
pages = "319-350",
author = "Enrique H. Ruspini",
title = "Numerical methods for fuzzy clustering",
journal = "Information Sciences"
),
ester1996density = bibentry("inproceedings",
title = "A density-based algorithm for discovering clusters in large spatial databases with noise",
author = "Ester, Martin and Kriegel, Hans-Peter and Sander, J\u00F6rg and Xu, Xiaowei and others",
booktitle = "kdd",
volume = "96",
number = "34",
pages = "226--231",
year = "1996"
),
campello2013density = bibentry("inproceedings",
title = "Density-based clustering based on hierarchical density estimates",
author = "Campello, Ricardo JGB and Moulavi, Davoud and Sander, J\u00F6rg",
booktitle = "Pacific-Asia conference on knowledge discovery and data mining",
pages = "160--172",
year = "2013",
organization = "Springer"
),
ankerst1999optics = bibentry("article",
title = "OPTICS: Ordering points to identify the clustering structure",
author = "Ankerst, Mihael and Breunig, Markus M and Kriegel, Hans-Peter and Sander, J\u00F6rg",
journal = "ACM Sigmod record",
volume = "28",
number = "2",
pages = "49--60",
year = "1999",
publisher = "ACM New York, NY, USA"
),
frey2007clustering = bibentry("article",
title = "Clustering by passing messages between data points",
author = "Frey, Brendan J and Dueck, Delbert",
journal = "science",
volume = "315",
number = "5814",
pages = "972--976",
year = "2007",
publisher = "American Association for the Advancement of Science"
),
kaufman2009finding = bibentry("book",
title = "Finding groups in data: an introduction to cluster analysis",
author = "Kaufman, Leonard and Rousseeuw, Peter J",
year = "2009",
publisher = "John Wiley & Sons"
),
bezdek2013pattern = bibentry("book",
title = "Pattern recognition with fuzzy objective function algorithms",
author = "Bezdek, James C",
year = "2013",
publisher = "Springer Science & Business Media"
),
fisher1987knowledge = bibentry("article",
title = "Knowledge acquisition via incremental conceptual clustering",
author = "Fisher, Douglas H",
journal = "Machine learning",
volume = "2",
pages = "139--172",
year = "1987",
publisher = "Springer"
),
gennari1989models = bibentry("article",
title = "Models of incremental concept formation",
author = "Gennari, John H and Langley, Pat and Fisher, Doug",
journal = "Artificial intelligence",
volume = "40",
number = "1-3",
pages = "11--61",
year = "1989",
publisher = "Elsevier"
),
hochbaum1985best = bibentry("article",
title = "A best possible heuristic for the k-center problem",
author = "Hochbaum, Dorit S and Shmoys, David B",
journal = "Mathematics of operations research",
volume = "10",
number = "2",
pages = "180--184",
year = "1985",
publisher = "INFORMS"
),
dhillon2004unified = bibentry("book",
title = "A unified view of kernel k-means, spectral clustering and graph cuts",
author = "Dhillon, Inderjit S and Guan, Yuqiang and Kulis, Brian",
year = "2004",
publisher = "Citeseer"
),
lloyd1982least = bibentry("article",
title = "Least squares quantization in PCM",
author = "Lloyd, Stuart P",
journal = "IEEE Transactions on Information Theory",
volume = "28",
number = "2",
pages = "129--137",
year = "1982",
publisher = "IEEE"
),
forgy1965cluster = bibentry("article",
title = "Cluster analysis of multivariate data: efficiency versus interpretability of classifications",
author = "Forgy, Edward W",
journal = "Biometrics",
volume = "21",
pages = "768--769",
year = "1965"
),
macqueen1967some = bibentry("inproceedings",
title = "Some methods for classification and analysis of multivariate observations",
author = "MacQueen, James",
booktitle = "Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability",
volume = "1",
pages = "281--297",
year = "1967",
address = "Berkeley, CA",
publisher = "University of California Press"
),
hartigan1979algorithm = bibentry("article",
title = "Algorithm AS 136: A K-means clustering algorithm",
author = "Hartigan, John A and Wong, Manchek A",
journal = "Journal of the Royal Statistical Society. Series C (Applied Statistics)",
volume = "28",
number = "1",
pages = "100--108",
year = "1979",
doi = "10.2307/2346830"
),
fraley2002model = bibentry("article",
title = "Model-based clustering, discriminant analysis, and density estimation",
author = "Fraley, Chris and Raftery, Adrian E",
journal = "Journal of the American statistical Association",
volume = "97",
number = "458",
pages = "611--631",
year = "2002",
publisher = "Taylor & Francis"
),
cheng1995mean = bibentry("article",
title = "Mean shift, mode seeking, and clustering",
author = "Cheng, Yizong",
journal = "IEEE transactions on pattern analysis and machine intelligence",
volume = "17",
number = "8",
pages = "790--799",
year = "1995",
publisher = "IEEE"
),
hahsler2019dbscan = bibentry("article",
title = "{dbscan}: Fast Density-Based Clustering with {R}",
author = "Michael Hahsler and Matthew Piekenbrock and Derek Doran",
journal = "Journal of Statistical Software",
year = "2019",
volume = "91",
number = "1",
pages = "1--30",
doi = "10.18637/jss.v091.i01",
),
sculley2010web = bibentry("inproceedings",
title = "Web-scale k-means clustering",
author = "Sculley, David",
booktitle = "Proceedings of the 19th international conference on World wide web",
pages = "1177--1178",
year = "2010"
),
reynolds2006clustering = bibentry("article",
title = "Clustering rules: a comparison of partitioning and hierarchical clustering algorithms",
author = "Reynolds, Alan P and Richards, Graeme and de la Iglesia, Beatriz and Rayward-Smith, Victor J",
journal = "Journal of Mathematical Modelling and Algorithms",
volume = "5",
pages = "475--504",
year = "2006",
publisher = "Springer"
),
schubert2019faster = bibentry("inproceedings",
title = "Faster k-medoids clustering: improving the PAM, CLARA, and CLARANS algorithms",
author = "Schubert, Erich and Rousseeuw, Peter J",
booktitle = "Similarity Search and Applications: 12th International Conference, SISAP 2019, Newark, NJ, USA, October 2--4, 2019, Proceedings 12",
pages = "171--187",
year = "2019",
organization = "Springer"
),
pelleg2000x = bibentry("inproceedings",
title = "X-means: Extending k-means with efficient estimation of the number of clusters.",
author = "Pelleg, Dan and Moore, Andrew W and others",
booktitle = "Icml",
volume = "1",
pages = "727--734",
year = "2000"
),
bodenhofer2011apcluster = bibentry("article",
title = "{APCluster}: an {R} package for affinity propagation clustering",
author = "Bodenhofer, Ulrich and Kothmeier, Andreas and Hochreiter, Sepp",
journal = "Bioinformatics",
volume = "27",
number = "17",
pages = "2463--2464",
year = "2011",
publisher = "Oxford University Press"
),
dimitriadou2008misc = bibentry("article",
title = "Misc functions of the Department of Statistics (e1071), TU Wien",
author = "Dimitriadou, Evgenia and Hornik, Kurt and Leisch, Friedrich and Meyer, David and Weingessel, Andreas",
journal = "R package",
volume = "1",
pages = "5--24",
year = "2008",
publisher = "Citeseer"
),
karatzoglou2004kernlab = bibentry("article",
title = "kernlab-an S4 package for kernel methods in R",
author = "Karatzoglou, Alexandros and Smola, Alexandros and Hornik, Kurt and Zeileis, Achim",
journal = "Journal of statistical software",
volume = "11",
pages = "1--20",
year = "2004"
),
scrucca2016mclust = bibentry("article",
title = "mclust 5: clustering, classification and density estimation using Gaussian finite mixture models",
author = "Scrucca, Luca and Fop, Michael and Murphy, T Brendan and Raftery, Adrian E",
journal = "The R journal",
volume = "8",
number = "1",
pages = "289",
year = "2016",
publisher = "NIH Public Access"
),
dempster1977maximum = bibentry("article",
title = "Maximum likelihood from incomplete data via the EM algorithm",
author = "Dempster, Arthur P and Laird, Nan M and Rubin, Donald B",
journal = "Journal of the royal statistical society: series B (methodological)",
volume = "39",
number = "1",
pages = "1--22",
year = "1977",
publisher = "Wiley Online Library"
),
witten2002data = bibentry("article",
title = "Data mining: practical machine learning tools and techniques with Java implementations",
author = "Witten, Ian H and Frank, Eibe",
journal = "Acm Sigmod Record",
volume = "31",
number = "1",
pages = "76--77",
year = "2002",
publisher = "ACM New York, NY, USA"
),
becker1988s = bibentry("book",
title = "The New S Language",
author = "Becker, Richard A and Chambers, John M and Wilks, Allan R",
year = "1988",
publisher = "Wadsworth & Brooks/Cole"
),
everitt1974cluster = bibentry("book",
title = "Cluster Analysis",
author = "Everitt, Brian S",
year = "1974",
publisher = "Heinemann Educational Books"
),
hartigan1975clustering = bibentry("book",
title = "Clustering Algorithms",
author = "Hartigan, John A",
year = "1975",
publisher = "John Wiley & Sons"
),
sneath1973numerical = bibentry("book",
title = "Numerical Taxonomy",
author = "Sneath, Peter HA and Sokal, Robert R",
year = "1973",
publisher = "Freeman"
),
anderberg1973cluster = bibentry("book",
title = "Cluster Analysis for Applications",
author = "Anderberg, Michael R",
year = "1973",
publisher = "Academic Press"
),
gordon1999classification = bibentry("book",
title = "Classification",
author = "Gordon, Allan David",
edition = "2",
year = "1999",
publisher = "Chapman and Hall / CRC"
),
murtagh1985multidimensional = bibentry("incollection",
title = "Multidimensional Clustering Algorithms",
author = "Murtagh, Fionn",
booktitle = "COMPSTAT Lectures 4",
publisher = "Physica-Verlag",
year = "1985"
),
mcquitty1966similarity = bibentry("article",
title = "Similarity Analysis by Reciprocal Pairs for Discrete and Continuous Data",
author = "McQuitty, Louis L",
journal = "Educational and Psychological Measurement",
volume = "26",
number = "4",
pages = "825--831",
year = "1966",
doi = "10.1177/001316446602600402"
),
legendre2012numerical = bibentry("book",
title = "Numerical Ecology",
author = "Legendre, Pierre and Legendre, Louis",
edition = "3",
year = "2012",
publisher = "Elsevier Science BV"
),
murtagh2014ward = bibentry("article",
title = "Ward's Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward's Criterion?",
author = "Murtagh, Fionn and Legendre, Pierre",
journal = "Journal of Classification",
volume = "31",
pages = "274--295",
year = "2014",
doi = "10.1007/s00357-014-9161-z"
),
hahsler2017stream = bibentry("article",
title = "Introduction to {stream}: An Extensible Framework for Data Stream Clustering Research with {R}",
author = "Michael Hahsler and Matthew Bola\u00f1os and John Forrest",
journal = "Journal of Statistical Software",
year = "2017",
volume = "76",
number = "14",
pages = "1--50",
doi = "10.18637/jss.v076.i14",
),
fichtenberger2013bico = bibentry("inproceedings",
title = "BICO: BIRCH Meets Coresets for k-Means Clustering",
author = "Fichtenberger, Hendrik and Gille, Marc and Schmidt, Melanie and Schwiegelshohn, Chris and Sohler, Christian",
booktitle = "Algorithms--ESA 2013: 21st Annual European Symposium, Sophia Antipolis, France, September 2-4, 2013. Proceedings 21",
pages = "481--492",
year = "2013",
organization = "Springer"
),
zhang1996birch = bibentry("article",
title = "BIRCH: An Efficient Data Clustering Method for Very Large Databases",
author = "Zhang, Tian and Ramakrishnan, Raghu and Livny, Miron",
journal = "ACM sigmod record",
volume = "25",
number = "2",
pages = "103--114",
year = "1996",
publisher = "ACM New York, NY, USA"
),
zhang1997birch = bibentry("article",
title = "BIRCH: A new data clustering algorithm and its applications",
author = "Zhang, Tian and Ramakrishnan, Raghu and Livny, Miron",
journal = "Data Mining and Knowledge Discovery",
volume = "1",
pages = "141--182",
year = "1997",
publisher = "Springer"
),
berry1979inter = bibentry("article",
title = "Interactive Data Analysis: A Practical Primer",
author = "Berry, J. Brian",
journal = "Journal of the Royal Statistical Society: Series C (Applied Statistics)",
volume = "28",
pages = "181",
year = "1979"
)
) # nolint end
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