Pronello, Nicola; Ignaccolo, Rosaria; Ippoliti, Luigi; Fontanella, Sara Penalized model-based clustering of complex functional data. (English) Zbl 1523.62033 Stat. Comput. 33, No. 6, Paper No. 122, 20 p. (2023). MSC: 62-08 62H30 62R10 PDFBibTeX XMLCite \textit{N. Pronello} et al., Stat. Comput. 33, No. 6, Paper No. 122, 20 p. (2023; Zbl 1523.62033) Full Text: DOI
Biernacki, C.; Jacques, J.; Keribin, C. A survey on model-based co-clustering: high dimension and estimation challenges. (English) Zbl 07734141 J. Classif. 40, No. 2, 332-381 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Biernacki} et al., J. Classif. 40, No. 2, 332--381 (2023; Zbl 07734141) Full Text: DOI
D’Inverno, Giovanna; Vidoli, Francesco; De Witte, Kristof Sustainable budgeting and financial balance: which lever will you pull? (English) Zbl 07709239 Eur. J. Oper. Res. 309, No. 2, 857-871 (2023). MSC: 90Bxx PDFBibTeX XMLCite \textit{G. D'Inverno} et al., Eur. J. Oper. Res. 309, No. 2, 857--871 (2023; Zbl 07709239) Full Text: DOI
Guo, Wensheng; You, Mengying; Yi, Jialin; Pontari, Michel A.; Landis, J. Richard Functional mixed effects clustering with application to longitudinal urologic chronic pelvic pain syndrome symptom data. (English) Zbl 1515.62107 J. Am. Stat. Assoc. 117, No. 540, 1631-1641 (2022). MSC: 62P10 62H30 65D10 62R10 PDFBibTeX XMLCite \textit{W. Guo} et al., J. Am. Stat. Assoc. 117, No. 540, 1631--1641 (2022; Zbl 1515.62107) Full Text: DOI
Slimen, Yosra Ben; Jacques, Julien; Allio, Sylvain Co-clustering for binary and functional data. (English) Zbl 07603790 Commun. Stat., Simulation Comput. 51, No. 9, 4845-4866 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. B. Slimen} et al., Commun. Stat., Simulation Comput. 51, No. 9, 4845--4866 (2022; Zbl 07603790) Full Text: DOI
Zambom, Adriano Zanin; Collazos, Julian Alfonso; Dias, Ronaldo Selection of the number of clusters in functional data analysis. (English) Zbl 07602427 J. Stat. Comput. Simulation 92, No. 14, 2980-2998 (2022). MSC: 62-XX 62G05 62H30 PDFBibTeX XMLCite \textit{A. Z. Zambom} et al., J. Stat. Comput. Simulation 92, No. 14, 2980--2998 (2022; Zbl 07602427) Full Text: DOI arXiv
Tang, Chen; Shang, Han Lin; Yang, Yanrong Clustering and forecasting multiple functional time series. (English) Zbl 1498.62327 Ann. Appl. Stat. 16, No. 4, 2523-2553 (2022). MSC: 62P25 62H25 62H30 62M10 62M20 62R10 PDFBibTeX XMLCite \textit{C. Tang} et al., Ann. Appl. Stat. 16, No. 4, 2523--2553 (2022; Zbl 1498.62327) Full Text: DOI arXiv
Sharp, Alex; Browne, Ryan A joint latent factor analyzer and functional subspace model for clustering multivariate functional data. (English) Zbl 1495.62053 Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022). MSC: 62H30 62H25 62M99 62R10 PDFBibTeX XMLCite \textit{A. Sharp} and \textit{R. Browne}, Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022; Zbl 1495.62053) Full Text: DOI
Wu, Ruhao; Wang, Bo; Xu, Aiping Functional data clustering using principal curve methods. (English) Zbl 07585049 Commun. Stat., Theory Methods 51, No. 20, 7264-7283 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Wu} et al., Commun. Stat., Theory Methods 51, No. 20, 7264--7283 (2022; Zbl 07585049) Full Text: DOI
Ji, Qiang; Zhang, Dayong; Zhao, Yuqian Intra-day co-movements of crude oil futures: China and the international benchmarks. (English) Zbl 1494.91157 Ann. Oper. Res. 313, No. 1, 77-103 (2022). MSC: 91G20 91G45 62P05 62H30 PDFBibTeX XMLCite \textit{Q. Ji} et al., Ann. Oper. Res. 313, No. 1, 77--103 (2022; Zbl 1494.91157) Full Text: DOI
Golovkine, Steven; Klutchnikoff, Nicolas; Patilea, Valentin Clustering multivariate functional data using unsupervised binary trees. (English) Zbl 07476361 Comput. Stat. Data Anal. 168, Article ID 107376, 18 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Golovkine} et al., Comput. Stat. Data Anal. 168, Article ID 107376, 18 p. (2022; Zbl 07476361) Full Text: DOI arXiv
Levantesi, Susanna; Nigri, Andrea; Piscopo, Gabriella Clustering-based simultaneous forecasting of life expectancy time series through Long-Short Term Memory Neural Networks. (English) Zbl 07460579 Int. J. Approx. Reasoning 140, 282-297 (2022). MSC: 68T37 PDFBibTeX XMLCite \textit{S. Levantesi} et al., Int. J. Approx. Reasoning 140, 282--297 (2022; Zbl 07460579) Full Text: DOI
García-Escudero, L. A.; Rivera-García, D.; Mayo-Iscar, A.; Ortega, J. Cluster analysis with cellwise trimming and applications for the robust clustering of curves. (English) Zbl 07775515 Inf. Sci. 573, 100-124 (2021). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{L. A. García-Escudero} et al., Inf. Sci. 573, 100--124 (2021; Zbl 07775515) Full Text: DOI
Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna Co-clustering of time-dependent data via the shape invariant model. (English) Zbl 07473953 J. Classif. 38, No. 3, 626-649 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Casa} et al., J. Classif. 38, No. 3, 626--649 (2021; Zbl 07473953) Full Text: DOI arXiv
Sharp, Alex; Browne, Ryan Functional data clustering by projection into latent generalized hyperbolic subspaces. (English) Zbl 07433036 Adv. Data Anal. Classif., ADAC 15, No. 3, 735-757 (2021). MSC: 62R10 PDFBibTeX XMLCite \textit{A. Sharp} and \textit{R. Browne}, Adv. Data Anal. Classif., ADAC 15, No. 3, 735--757 (2021; Zbl 07433036) Full Text: DOI
Biernacki, Christophe; Marbac, Matthieu; Vandewalle, Vincent Gaussian-based visualization of Gaussian and non-Gaussian-based clustering. (English) Zbl 07370656 J. Classif. 38, No. 1, 129-157 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Biernacki} et al., J. Classif. 38, No. 1, 129--157 (2021; Zbl 07370656) Full Text: DOI HAL
Liang, Decai; Zhang, Haozhe; Chang, Xiaohui; Huang, Hui Modeling and regionalization of China’s \(\mathrm{PM}_{2.5}\) using spatial-functional mixture models. (English) Zbl 1457.62370 J. Am. Stat. Assoc. 116, No. 533, 116-132 (2021). MSC: 62P12 62H30 62M30 PDFBibTeX XMLCite \textit{D. Liang} et al., J. Am. Stat. Assoc. 116, No. 533, 116--132 (2021; Zbl 1457.62370) Full Text: DOI
Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline Clustering multivariate functional data in group-specific functional subspaces. (English) Zbl 1505.62360 Comput. Stat. 35, No. 3, 1101-1131 (2020). MSC: 62-08 62H30 62H25 62R10 PDFBibTeX XMLCite \textit{A. Schmutz} et al., Comput. Stat. 35, No. 3, 1101--1131 (2020; Zbl 1505.62360) Full Text: DOI HAL
Kim, Joonpyo; Oh, Hee-Seok Pseudo-quantile functional data clustering. (English) Zbl 1442.62139 J. Multivariate Anal. 178, Article ID 104626, 21 p. (2020). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62H30 62G35 62G08 62R10 PDFBibTeX XMLCite \textit{J. Kim} and \textit{H.-S. Oh}, J. Multivariate Anal. 178, Article ID 104626, 21 p. (2020; Zbl 1442.62139) Full Text: DOI
Zeng, Pengcheng; Shi, Jian Qing; Kim, Won-Seok Simultaneous registration and clustering for multidimensional functional data. (English) Zbl 07499038 J. Comput. Graph. Stat. 28, No. 4, 943-953 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Zeng} et al., J. Comput. Graph. Stat. 28, No. 4, 943--953 (2019; Zbl 07499038) Full Text: DOI
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín Robust clustering for functional data based on trimming and constraints. (English) Zbl 1474.62166 Adv. Data Anal. Classif., ADAC 13, No. 1, 201-225 (2019). MSC: 62G35 62H25 62H30 62R10 68T10 PDFBibTeX XMLCite \textit{D. Rivera-García} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 201--225 (2019; Zbl 1474.62166) Full Text: DOI arXiv
Zambom, Adriano Zanin; Collazos, Julian A. A.; Dias, Ronaldo Functional data clustering via hypothesis testing \(k\)-means. (English) Zbl 1417.62181 Comput. Stat. 34, No. 2, 527-549 (2019). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{A. Z. Zambom} et al., Comput. Stat. 34, No. 2, 527--549 (2019; Zbl 1417.62181) Full Text: DOI
Meng, Yinfeng; Liang, Jiye; Cao, Fuyuan; He, Yijun A new distance with derivative information for functional \(k\)-means clustering algorithm. (English) Zbl 1440.62249 Inf. Sci. 463-464, 166-185 (2018). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. Meng} et al., Inf. Sci. 463--464, 166--185 (2018; Zbl 1440.62249) Full Text: DOI
Justel, Ana; Svarc, Marcela A divisive clustering method for functional data with special consideration of outliers. (English) Zbl 1416.62343 Adv. Data Anal. Classif., ADAC 12, No. 3, 637-656 (2018). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Justel} and \textit{M. Svarc}, Adv. Data Anal. Classif., ADAC 12, No. 3, 637--656 (2018; Zbl 1416.62343) Full Text: DOI
Yamamoto, Michio; Hwang, Heungsun Dimension-reduced clustering of functional data via subspace separation. (English) Zbl 1373.62319 J. Classif. 34, No. 2, 294-326 (2017). MSC: 62H30 62H25 65C60 PDFBibTeX XMLCite \textit{M. Yamamoto} and \textit{H. Hwang}, J. Classif. 34, No. 2, 294--326 (2017; Zbl 1373.62319) Full Text: DOI
Bouveyron, Charles; Côme, Etienne; Jacques, Julien The discriminative functional mixture model for a comparative analysis of bike sharing systems. (English) Zbl 1397.62511 Ann. Appl. Stat. 9, No. 4, 1726-1760 (2015). MSC: 62P20 62H30 PDFBibTeX XMLCite \textit{C. Bouveyron} et al., Ann. Appl. Stat. 9, No. 4, 1726--1760 (2015; Zbl 1397.62511) Full Text: DOI arXiv Euclid
Bouveyron, C.; Fauvel, M.; Girard, S. Kernel discriminant analysis and clustering with parsimonious Gaussian process models. (English) Zbl 1331.62302 Stat. Comput. 25, No. 6, 1143-1162 (2015). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Bouveyron} et al., Stat. Comput. 25, No. 6, 1143--1162 (2015; Zbl 1331.62302) Full Text: DOI arXiv
Jacques, Julien; Preda, Cristian Functional data clustering: a survey. (English) Zbl 1414.62018 Adv. Data Anal. Classif., ADAC 8, No. 3, 231-255 (2014). MSC: 62-07 62M99 62H30 PDFBibTeX XMLCite \textit{J. Jacques} and \textit{C. Preda}, Adv. Data Anal. Classif., ADAC 8, No. 3, 231--255 (2014; Zbl 1414.62018) Full Text: DOI HAL
Yamamoto, Michio; Terada, Yoshikazu Functional factorial \(K\)-means analysis. (English) Zbl 1506.62200 Comput. Stat. Data Anal. 79, 133-148 (2014). MSC: 62-08 62H30 62R10 PDFBibTeX XMLCite \textit{M. Yamamoto} and \textit{Y. Terada}, Comput. Stat. Data Anal. 79, 133--148 (2014; Zbl 1506.62200) Full Text: DOI arXiv
Shang, Han Lin A survey of functional principal component analysis. (English) Zbl 1443.62176 AStA, Adv. Stat. Anal. 98, No. 2, 121-142 (2014). MSC: 62H25 62G08 62-08 62G20 62H30 62R10 PDFBibTeX XMLCite \textit{H. L. Shang}, AStA, Adv. Stat. Anal. 98, No. 2, 121--142 (2014; Zbl 1443.62176) Full Text: DOI
Jacques, Julien; Preda, Cristian Model-based clustering for multivariate functional data. (English) Zbl 1471.62096 Comput. Stat. Data Anal. 71, 92-106 (2014). MSC: 62-08 62H30 62H25 62R10 PDFBibTeX XMLCite \textit{J. Jacques} and \textit{C. Preda}, Comput. Stat. Data Anal. 71, 92--106 (2014; Zbl 1471.62096) Full Text: DOI
Yamamoto, Michio Clustering of functional data in a low-dimensional subspace. (English) Zbl 1254.62077 Adv. Data Anal. Classif., ADAC 6, No. 3, 219-247 (2012). MSC: 62H30 65C60 PDFBibTeX XMLCite \textit{M. Yamamoto}, Adv. Data Anal. Classif., ADAC 6, No. 3, 219--247 (2012; Zbl 1254.62077) Full Text: DOI
Bouveyron, Charles; Jacques, Julien Model-based clustering of time series in group-specific functional subspaces. (English) Zbl 1274.62416 Adv. Data Anal. Classif., ADAC 5, No. 4, 281-300 (2011). MSC: 62H30 62M10 62F99 PDFBibTeX XMLCite \textit{C. Bouveyron} and \textit{J. Jacques}, Adv. Data Anal. Classif., ADAC 5, No. 4, 281--300 (2011; Zbl 1274.62416) Full Text: DOI
Frühwirth-Schnatter, Sylvia Panel data analysis: a survey on model-based clustering of time series. (English) Zbl 1274.62591 Adv. Data Anal. Classif., ADAC 5, No. 4, 251-280 (2011). MSC: 62M10 62H30 62-02 68T10 91C20 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter}, Adv. Data Anal. Classif., ADAC 5, No. 4, 251--280 (2011; Zbl 1274.62591) Full Text: DOI