clusfind swMATH ID: 27805 Software Authors: Kaufman, Leonhard; Rousseeuw, Peter J. Description: clusfind: A set of six stand-alone Fortran programs for cluster analysis. The programs are described and illustrated in the book ”Finding Groups in Data” by L. Kaufman and P.J. Rousseeuw, New York: John Wiley. Chapter 1: DAISY.FOR (computes dissimilarities); Chapter 2: PAM.FOR (partitions the data set into clusters with a new method using medoids); Chapter 3: CLARA.FOR (for clustering large applications); Chapter 4: FANNY.FOR (a new method for fuzzy clustering); Chapter 5+6 : TWINS.FOR (hierarchical clustering; you can choose between agglomerative and divisive); Chapter 7: MONA.FOR (divisive hierachical clustering of binary data sets. Homepage: http://lib.stat.cmu.edu/general/clusfind Dependencies: Fortran Related Software: UCI-ml; R; Silhouettes; AS 136; mclust; ElemStatLearn; ROCK; APCluster; apcluster; cluster (R); fda (R); clustervalidation; C4.5; k-means++; J-MEANS; SemiPar; bootstrap; sparcl; pdfCluster; glasso Cited in: 408 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Finding groups in data. An introduction to cluster analysis. Zbl 1345.62009Kaufman, Leonhard; Rousseeuw, Peter J. 1990 all top 5 Cited by 933 Authors 9 D’Urso, Pierpaolo 9 Yang, Miin-Shen 7 Hennig, Christian 6 Campello, Ricardo José Gabrielli Barreto 6 Epifanio, Irene 5 Brusco, Michael J. 5 Gordaliza, Alfonso 5 Massari, Riccardo 5 Vichi, Maurizio 4 Aloise, Daniel 4 Averbuch, Amir Z. 4 De Giovanni, Livia 4 Hansen, Pierre 4 Simó, Amelia 4 Steinley, Douglas L. 4 Vilar, José Antonio 3 Bocci, Chiara 3 Cuesta-Albertos, Juan Antonio 3 David, Gil 3 Fang, Yixin 3 García-Escudero, Luis Angel 3 Giordani, Paolo E. 3 Horta, Danilo 3 Lafuente-Rego, Borja 3 Matrán, Carlos 3 Menardi, Giovanna 3 Modak, Soumita 3 Rousseeuw, Peter J. 3 Van der Laan, Mark Johannes 3 Vinué, Guillermo 3 Volkovich, Vladimir E. 3 Wang, Junhui 3 Yu, Jian 2 Akay, Özlem 2 Alemany, Sandra 2 Arnold, Richard A. 2 Batagelj, Vladimir 2 Biernacki, Christophe 2 Blanchard, Simon J. 2 Boongoen, Tossapon 2 Borgelt, Christian 2 Cardot, Hervé 2 Carrizosa, Emilio 2 Chan, Keith C. C. 2 Chattopadhyay, Asis Kumar 2 Chattopadhyay, Tanuka 2 Chen, Yen-Liang 2 Clarke, Jennifer Lynn 2 Correa-Morris, Jyrko 2 de Amorim, Renato Cordeiro 2 Fernández, Daniel 2 Granichin, Oleg N. 2 Guhr, Thomas 2 Hofmeyr, David P. 2 Hruschka, Eduardo Raul 2 Huang, Haiyan 2 Iam-On, Natthakan 2 Ibáñez, María Victoria 2 Jacques, Julien 2 Jaumard, Brigitte 2 Kaufman, Leonhard 2 Kazakovtsev, Lev A. 2 Köhn, Hans-Friedrich 2 Korenjak-Černe, Simona 2 Kruse, Rudolf 2 Lee, E. Stanley 2 Lee, Hsuan-Shih 2 Li, Qi 2 Liu, Yan 2 Liu, Yang 2 Macías, Rodrigo 2 Malsiner-Walli, Gertraud 2 Marcelloni, Francesco 2 Mayo-Iscar, Agustin 2 Nandi, Sukumar 2 Napoletani, Domenico 2 Orlov, Victor I. 2 Pappadà, Roberta 2 Patra, Bidyut Kr. 2 Petrucci, Alessandra 2 Pollard, Katherine S. 2 Ponce de Leon Ferreira de Carvalho, André Carlos 2 Punzo, Antonio 2 Qiu, Weiliang 2 Rocco, Emilia 2 Romero Morales, Dolores 2 Shkaberina, Guzel Sh. 2 Simeone, Bruno 2 Stevens, Jordan 2 Thrun, Michael C. 2 Ultsch, Alfred G. H. 2 Vera, José Fernando 2 Wang, Shuliang 2 Wang, Ying Xiang Rachel 2 Wang, Yu-Jie 2 Wolf, Guy 2 Yuan, Hanning 2 Yüksel, Güzin 1 Abdel-Aziz, Hamzah 1 Abdel-Hakim, Alaa E. ...and 833 more Authors all top 5 Cited in 133 Serials 36 Computational Statistics and Data Analysis 34 Pattern Recognition 21 Journal of Classification 16 Information Sciences 12 Advances in Data Analysis and Classification. ADAC 10 European Journal of Operational Research 10 Journal of Applied Statistics 10 The Annals of Applied Statistics 8 Psychometrika 7 Journal of Multivariate Analysis 7 Computational Statistics 7 Journal of Theoretical Biology 6 Machine Learning 6 Communications in Statistics. Simulation and Computation 6 Electronic Journal of Statistics 5 Fuzzy Sets and Systems 5 Journal of Statistical Computation and Simulation 5 Data Mining and Knowledge Discovery 5 Journal of Machine Learning Research (JMLR) 5 Statistics and Computing 4 Computers & Operations Research 4 International Journal of Approximate Reasoning 4 Mathematical Problems in Engineering 4 Statistical Methods and Applications 4 Journal of Computational and Graphical Statistics 3 Journal of Computer Science and Technology 3 Journal of Global Optimization 3 Applied Mathematical Modelling 3 Applied and Computational Harmonic Analysis 3 Computational Geosciences 3 Statistical Modelling 3 Journal of Statistical Mechanics: Theory and Experiment 3 Statistical Methodology 3 Statistical Analysis and Data Mining 2 Computers & Mathematics with Applications 2 Journal of Computational Physics 2 Mathematical Biosciences 2 Chaos, Solitons and Fractals 2 The Annals of Statistics 2 Applied Mathematics and Computation 2 Journal of Computational and Applied Mathematics 2 Journal of Statistical Planning and Inference 2 Metron 2 Theoretical Computer Science 2 Insurance Mathematics & Economics 2 Statistics & Probability Letters 2 Mathematical and Computer Modelling 2 Annals of Operations Research 2 Computational Geometry 2 Automation and Remote Control 2 Mathematical Programming. Series A. Series B 2 Test 2 Statistical Papers 2 Top 2 PAA. Pattern Analysis and Applications 2 Extremes 2 International Journal of Applied Mathematics and Computer Science 2 CEJOR. Central European Journal of Operations Research 2 Natural Computing 2 4OR 2 Computer Science Review 1 Artificial Intelligence 1 Discrete Applied Mathematics 1 Journal of Mathematical Biology 1 Bulletin of Mathematical Biology 1 Automatica 1 Biometrics 1 British Journal of Mathematical & Statistical Psychology 1 Computing 1 Journal of Econometrics 1 Kybernetika 1 New Generation Computing 1 Information and Computation 1 Econometric Reviews 1 Computational Mechanics 1 Journal of Economic Dynamics & Control 1 Journal of Parallel and Distributed Computing 1 Neural Networks 1 Signal Processing 1 International Journal of Computational Geometry & Applications 1 Games and Economic Behavior 1 Communications in Statistics. Theory and Methods 1 International Journal of Computer Mathematics 1 Celestial Mechanics and Dynamical Astronomy 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 Journal of Nonlinear Science 1 SIAM Journal on Scientific Computing 1 Mathematical Methods of Statistics 1 Statistica Sinica 1 Annals of Mathematics and Artificial Intelligence 1 Complexity 1 Bernoulli 1 Journal of Heuristics 1 INFORMS Journal on Computing 1 Neural Processing Letters 1 Neural Computing and Applications 1 Theory of Computing Systems 1 Soft Computing 1 Wuhan University Journal of Natural Sciences (WUJNS) ...and 33 more Serials all top 5 Cited in 28 Fields 282 Statistics (62-XX) 115 Computer science (68-XX) 54 Operations research, mathematical programming (90-XX) 31 Biology and other natural sciences (92-XX) 30 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 24 Numerical analysis (65-XX) 16 Probability theory and stochastic processes (60-XX) 8 Geophysics (86-XX) 7 Combinatorics (05-XX) 4 Systems theory; control (93-XX) 4 Information and communication theory, circuits (94-XX) 3 Mathematical logic and foundations (03-XX) 3 Statistical mechanics, structure of matter (82-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Functional analysis (46-XX) 2 Convex and discrete geometry (52-XX) 2 Fluid mechanics (76-XX) 1 General and overarching topics; collections (00-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Measure and integration (28-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Approximations and expansions (41-XX) 1 General topology (54-XX) 1 Mechanics of particles and systems (70-XX) 1 Optics, electromagnetic theory (78-XX) 1 Mathematics education (97-XX) Citations by Year