Bruce, Scott A. Adaptive clustering and feature selection for categorical time series using interpretable frequency-domain features. (English) Zbl 07738977 Stat. Interface 16, No. 2, 319-335 (2023). MSC: 62-XX 62H30 62M10 62M15 62H86 PDFBibTeX XMLCite \textit{S. A. Bruce}, Stat. Interface 16, No. 2, 319--335 (2023; Zbl 07738977) Full Text: DOI
Astorino, Annabella; Avolio, Matteo; Canino, Annamaria; Crupi, Teresa; Fuduli, Antonio Partitional clustering via successive transportation problems. (English) Zbl 1525.68108 Oper. Res. Lett. 51, No. 1, 40-46 (2023). MSC: 68T05 62H30 90C90 PDFBibTeX XMLCite \textit{A. Astorino} et al., Oper. Res. Lett. 51, No. 1, 40--46 (2023; Zbl 1525.68108) Full Text: DOI
Dinh, Duy-Tai; Huynh, Van-Nam; Sriboonchitta, Songsak Clustering mixed numerical and categorical data with missing values. (English) Zbl 07769018 Inf. Sci. 571, 418-442 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{D.-T. Dinh} et al., Inf. Sci. 571, 418--442 (2021; Zbl 07769018) Full Text: DOI
Dinh, Duy-Tai; Huynh, Van-Nam \(k\)-CCM: a center-based algorithm for clustering categorical data with missing values. (English) Zbl 1517.62068 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. 15th international conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11144, 267-279 (2018). MSC: 62H30 62D10 68T05 PDFBibTeX XMLCite \textit{D.-T. Dinh} and \textit{V.-N. Huynh}, Lect. Notes Comput. Sci. 11144, 267--279 (2018; Zbl 1517.62068) Full Text: DOI
de Amorim, Renato Cordeiro A survey on feature weighting based K-means algorithms. (English) Zbl 1349.62291 J. Classif. 33, No. 2, 210-242 (2016). MSC: 62H30 68T05 68T10 91C20 PDFBibTeX XMLCite \textit{R. C. de Amorim}, J. Classif. 33, No. 2, 210--242 (2016; Zbl 1349.62291) Full Text: DOI arXiv Link
Panagiotakis, Costas Point clustering via voting maximization. (English) Zbl 1335.62106 J. Classif. 32, No. 2, 212-240 (2015). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Panagiotakis}, J. Classif. 32, No. 2, 212--240 (2015; Zbl 1335.62106) Full Text: DOI
Bagnato, Luca; Punzo, Antonio Finite mixtures of unimodal beta and gamma densities and the \(k\)-bumps algorithm. (English) Zbl 1306.65024 Comput. Stat. 28, No. 4, 1571-1597 (2013). MSC: 62-08 PDFBibTeX XMLCite \textit{L. Bagnato} and \textit{A. Punzo}, Comput. Stat. 28, No. 4, 1571--1597 (2013; Zbl 1306.65024) Full Text: DOI
Aidos, Helena; Fred, Ana Statistical modeling of dissimilarity increments for \(d\)-dimensional data: application in partitional clustering. (English) Zbl 1242.68266 Pattern Recognition 45, No. 9, 3061-3071 (2012). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{H. Aidos} and \textit{A. Fred}, Pattern Recognition 45, No. 9, 3061--3071 (2012; Zbl 1242.68266) Full Text: DOI
Cheikh, Mohamed; Jarboui, Bassem; Loukil, Taïcir; Siarry, Patrick A method for selecting Pareto optimal solutions in multiobjective optimization. (English) Zbl 1216.90076 J. Inform. Math. Sci. 2, No. 1, 51-62 (2010). MSC: 90C29 PDFBibTeX XMLCite \textit{M. Cheikh} et al., J. Inform. Math. Sci. 2, No. 1, 51--62 (2010; Zbl 1216.90076)
Aranganayagi, S.; Thangavel, K. Extended K-modes with new weighted measure based on the domains. (English) Zbl 1207.68259 Int. J. Data Min. Model. Manag. 2, No. 3, 288-299 (2010). MSC: 68T10 68W05 PDFBibTeX XMLCite \textit{S. Aranganayagi} and \textit{K. Thangavel}, Int. J. Data Min. Model. Manag. 2, No. 3, 288--299 (2010; Zbl 1207.68259) Full Text: DOI
Herrera, Manuel; Izquierdo, Joaquín; Montalvo, Idel; García-Armengol, Juan; Roig, José V. Identification of surgical practice patterns using evolutionary cluster analysis. (English) Zbl 1185.68529 Math. Comput. Modelling 50, No. 5-6, 705-712 (2009). MSC: 68T05 90C59 92C50 62H30 PDFBibTeX XMLCite \textit{M. Herrera} et al., Math. Comput. Modelling 50, No. 5--6, 705--712 (2009; Zbl 1185.68529) Full Text: DOI
Kim, J.; Yang, J.; Ólafsson, S. An optimization approach to partitional data clustering. (English) Zbl 1168.90656 J. Oper. Res. Soc. 60, No. 8, 1069-1084 (2009). MSC: 90C59 PDFBibTeX XMLCite \textit{J. Kim} et al., J. Oper. Res. Soc. 60, No. 8, 1069--1084 (2009; Zbl 1168.90656) Full Text: DOI
De Carvalho, Francisco de A. T.; Lechevallier, Yves Partitional clustering algorithms for symbolic interval data based on single adaptive distances. (English) Zbl 1183.68527 Pattern Recognition 42, No. 7, 1223-1236 (2009). MSC: 68T10 68W05 PDFBibTeX XMLCite \textit{F. de A. T. De Carvalho} and \textit{Y. Lechevallier}, Pattern Recognition 42, No. 7, 1223--1236 (2009; Zbl 1183.68527) Full Text: DOI
Wang, Christa; Belacel, Nabil VNSOptClust: A variable neighborhood search based approach for unsupervised anomaly detection. (English) Zbl 1160.90709 Le Thi, Hoai An (ed.) et al., Modelling, computation and optimization in information systems and management sciences. Second international conference MCO 2008, Metz, France - Luxembourg, September 8–10, 2008. Proceedings. Berlin: Springer (ISBN 978-3-540-87476-8/pbk). Communications in Computer and Information Science 14, 607-616 (2008). MSC: 90C59 PDFBibTeX XMLCite \textit{C. Wang} and \textit{N. Belacel}, Commun. Comput. Inf. Sci. 14, 607--616 (2008; Zbl 1160.90709) Full Text: DOI Link
Filippone, Maurizio; Camastra, Francesco; Masulli, Francesco; Rovetta, Stefano A survey of kernel and spectral methods for clustering. (English) Zbl 1122.68530 Pattern Recognition 41, No. 1, 176-190 (2008). MSC: 68T10 68P05 PDFBibTeX XMLCite \textit{M. Filippone} et al., Pattern Recognition 41, No. 1, 176--190 (2008; Zbl 1122.68530) Full Text: DOI
Jarboui, B.; Cheikh, M.; Siarry, P.; Rebai, A. Combinatorial particle swarm optimization (CPSO) for partitional clustering problem. (English) Zbl 1193.90219 Appl. Math. Comput. 192, No. 2, 337-345 (2007). MSC: 90C59 91C20 PDFBibTeX XMLCite \textit{B. Jarboui} et al., Appl. Math. Comput. 192, No. 2, 337--345 (2007; Zbl 1193.90219) Full Text: DOI
Xia, Yu Constrained clustering via concavity cuts. (English) Zbl 1214.68306 Van Hentenryck, Pascal (ed.) et al., Integration of AI and OR techniques in constraint programming for combinatorial optimization problems. 4th international conference, CPAIOR 2007, Brussels, Belgium, May 23–26, 2007. Proceedings. Berlin: Springer (ISBN 978-3-540-72396-7/pbk). Lecture Notes in Computer Science 4510, 318-331 (2007). MSC: 68T05 68T20 90C10 90C59 PDFBibTeX XMLCite \textit{Y. Xia}, Lect. Notes Comput. Sci. 4510, 318--331 (2007; Zbl 1214.68306) Full Text: DOI
Paterlini, Sandra; Krink, Thiemo Differential evolution and particle swarm optimisation in partitional clustering. (English) Zbl 1431.62268 Comput. Stat. Data Anal. 50, No. 5, 1220-1247 (2006). MSC: 62H30 62-08 90C59 PDFBibTeX XMLCite \textit{S. Paterlini} and \textit{T. Krink}, Comput. Stat. Data Anal. 50, No. 5, 1220--1247 (2006; Zbl 1431.62268) Full Text: DOI
De A. T. De Carvalho, Francisco; Tenório, Camilo P.; Cavalcanti Junior, Nicomedes L. Partitional fuzzy clustering methods based on adaptive quadratic distances. (English) Zbl 1103.68679 Fuzzy Sets Syst. 157, No. 21, 2833-2857 (2006). MSC: 68T05 PDFBibTeX XMLCite \textit{F. De A. T. De Carvalho} et al., Fuzzy Sets Syst. 157, No. 21, 2833--2857 (2006; Zbl 1103.68679) Full Text: DOI
Berry, Michael W. (ed.); Browne, Murray (ed.) Lecture notes in data mining. (English) Zbl 1126.68035 Hackensack, NJ: World Scientific (ISBN 981-256-802-6/hbk; 978-981-277-363-0/ebook). xiii, 222 p. (2006). MSC: 68P15 68P05 68T05 68-06 PDFBibTeX XMLCite \textit{M. W. Berry} (ed.) and \textit{M. Browne} (ed.), Lecture notes in data mining. Hackensack, NJ: World Scientific (2006; Zbl 1126.68035) Full Text: DOI
Inniss, Tasha R. Seasonal clustering technique for time series data. (English) Zbl 1137.62348 Eur. J. Oper. Res. 175, No. 1, 376-384 (2006). MSC: 62H30 62M10 90C90 PDFBibTeX XMLCite \textit{T. R. Inniss}, Eur. J. Oper. Res. 175, No. 1, 376--384 (2006; Zbl 1137.62348) Full Text: DOI
Zhao, Ying; Karypis, George Empirical and theoretical comparisons of selected criterion functions for document clustering. (English) Zbl 1089.68615 Mach. Learn. 55, No. 3, 311-331 (2004). MSC: 68T05 68P20 68T10 PDFBibTeX XMLCite \textit{Y. Zhao} and \textit{G. Karypis}, Mach. Learn. 55, No. 3, 311--331 (2004; Zbl 1089.68615) Full Text: DOI
Zhong, Shi; Ghosh, Joydeep A unified framework for model-based clustering. (English) Zbl 1094.68088 J. Mach. Learn. Res. 4, No. 6, 1001-1037 (2004). MSC: 68T10 PDFBibTeX XMLCite \textit{S. Zhong} and \textit{J. Ghosh}, J. Mach. Learn. Res. 4, No. 6, 1001--1037 (2004; Zbl 1094.68088) Full Text: DOI
Roure, J.; Larrañaga, P.; Sangüesa, R. An empirical comparison between \(K\)-means, GAs and EDAs in partitional clustering. (English) Zbl 1019.90051 Larraǹaga, Pedro (ed.) et al., Estimation of distribution algorithms. A new tool for evolutionary computation. Boston: Kluwer Academic Publishers. Genet. Algorithms Evol. Comput. 2, 343-360 (2002). MSC: 90C59 62H30 PDFBibTeX XMLCite \textit{J. Roure} et al., Genet. Algorithms Evol. Comput. 2, 343--360 (2002; Zbl 1019.90051)
Mestari, M.; Namir, A. A neural network implementation of \(L_\infty\) metric partitional clustering in fixed time. (English) Zbl 1016.68080 Syst. Anal. Modelling Simulation 41, No. 2, 351-380 (2001). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Mestari} and \textit{A. Namir}, Syst. Anal. Modell. Simul. 41, No. 2, 351--380 (2001; Zbl 1016.68080)
Lozano, J. A.; Larrañaga, P.; Graña, M. Partitional cluster analysis with genetic algorithms: Searching for the number of clusters. (English) Zbl 0889.92038 Hayashi, Chikio (ed.) et al., Data science, classification, and related methods. Proceedings of the 5th conference of the International Federation of Classification Societies (IFCS-96), Kobe, Japan, March 27–30, 1996. Tokyo: Springer. Studies in Classification, Data Analysis, and Knowledge Organization. 117-124 (1998). MSC: 91C20 PDFBibTeX XMLCite \textit{J. A. Lozano} et al., in: Data science, classification, and related methods. Proceedings of the 5th conference of the International Federation of Classification Societies (IFCS-96), Kobe, Japan, March 27--30, 1996. Tokyo: Springer. 117--124 (1998; Zbl 0889.92038)
Babu, G. Phanendra; Murty, M. Narasimha Simulated annealing for selecting optimal initial seeds in the \(K\)-means algorithm. (English) Zbl 0808.68054 Indian J. Pure Appl. Math. 25, No. 1-2, 85-94 (1994). MSC: 68P10 PDFBibTeX XMLCite \textit{G. P. Babu} and \textit{M. N. Murty}, Indian J. Pure Appl. Math. 25, No. 1--2, 85--94 (1994; Zbl 0808.68054)
Jain, Anil K.; Dubes, Richard C. Algorithms for clustering data. (English) Zbl 0665.62061 Prentice Hall Advanced Reference Series. Englewood Cliffs, NJ: Prentice Hall. XIV, 320 p. $ 67.60 (1988). Reviewer: V.Yu.Urbakh MSC: 62H30 62-02 65C99 PDFBibTeX XMLCite \textit{A. K. Jain} and \textit{R. C. Dubes}, Algorithms for clustering data. Englewood Cliffs, NJ: Prentice Hall (1988; Zbl 0665.62061)