Atif, Muhammad; Shafiq, Muhammad; Leisch, Friedrich Applications of monitoring and tracing the evolution of clustering solutions in dynamic datasets. (English) Zbl 07706330 J. Appl. Stat. 50, No. 4, 1017-1035 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Atif} et al., J. Appl. Stat. 50, No. 4, 1017--1035 (2023; Zbl 07706330) Full Text: DOI
Dangl, Rainer; Leisch, Friedrich Effects of resampling in determining the number of clusters in a data set. (English) Zbl 07300761 J. Classif. 37, No. 3, 558-583 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{R. Dangl} and \textit{F. Leisch}, J. Classif. 37, No. 3, 558--583 (2020; Zbl 07300761) Full Text: DOI
Yassouridis, Christina; Leisch, Friedrich Benchmarking different clustering algorithms on functional data. (English) Zbl 1414.62289 Adv. Data Anal. Classif., ADAC 11, No. 3, 467-492 (2017). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Yassouridis} and \textit{F. Leisch}, Adv. Data Anal. Classif., ADAC 11, No. 3, 467--492 (2017; Zbl 1414.62289) Full Text: DOI
Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja Boosting flexible functional regression models with a high number of functional historical effects. (English) Zbl 1384.62131 Stat. Comput. 27, No. 4, 913-926 (2017). MSC: 62G08 62P10 62J12 PDFBibTeX XMLCite \textit{S. Brockhaus} et al., Stat. Comput. 27, No. 4, 913--926 (2017; Zbl 1384.62131) Full Text: DOI
Leisch, Friedrich Resampling methods for exploring cluster stability. (English) Zbl 1396.62143 Hennig, Christian (ed.) et al., Handbook of cluster analysis. Boca Raton, FL: CRC Press (ISBN 978-1-4665-5188-6/hbk; 978-1-4665-5189-3/ebook). Chapman & Hall/CRC Handbooks of Modern Statistical Methods, 637-652 (2016). MSC: 62H30 PDFBibTeX XMLCite \textit{F. Leisch}, in: Handbook of cluster analysis. Boca Raton, FL: CRC Press. 637--652 (2016; Zbl 1396.62143)
Eugster, Manuel J. A.; Leisch, Friedrich; Strobl, Carolin (Psycho-)analysis of benchmark experiments: a formal framework for investigating the relationship between data sets and learning algorithms. (English) Zbl 1471.62058 Comput. Stat. Data Anal. 71, 986-1000 (2014). MSC: 62-08 62-04 PDFBibTeX XMLCite \textit{M. J. A. Eugster} et al., Comput. Stat. Data Anal. 71, 986--1000 (2014; Zbl 1471.62058) Full Text: DOI
Krey, Sebastian; Ligges, Uwe; Leisch, Friedrich Music and timbre segmentation by recursive constrained \(K\)-means clustering. (English) Zbl 1306.65083 Comput. Stat. 29, No. 1-2, 37-50 (2014). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{S. Krey} et al., Comput. Stat. 29, No. 1--2, 37--50 (2014; Zbl 1306.65083) Full Text: DOI
Eugster, Manuel J. A.; Leisch, Friedrich Weighted and robust archetypal analysis. (English) Zbl 1328.65027 Comput. Stat. Data Anal. 55, No. 3, 1215-1225 (2011). MSC: 65C60 62H30 62F35 PDFBibTeX XMLCite \textit{M. J. A. Eugster} and \textit{F. Leisch}, Comput. Stat. Data Anal. 55, No. 3, 1215--1225 (2011; Zbl 1328.65027) Full Text: DOI
Eugster, Manuel J. A.; Leisch, Friedrich Exploratory analysis of benchmark experiments an interactive approach. (English) Zbl 1304.65031 Comput. Stat. 26, No. 4, 699-710 (2011). MSC: 62-08 PDFBibTeX XMLCite \textit{M. J. A. Eugster} and \textit{F. Leisch}, Comput. Stat. 26, No. 4, 699--710 (2011; Zbl 1304.65031) Full Text: DOI
Grün, Bettina; Leisch, Friedrich Dealing with label switching in mixture models under genuine multimodality. (English) Zbl 1157.62040 J. Multivariate Anal. 100, No. 5, 851-861 (2009). MSC: 62H30 62F15 65C60 85A35 PDFBibTeX XMLCite \textit{B. Grün} and \textit{F. Leisch}, J. Multivariate Anal. 100, No. 5, 851--861 (2009; Zbl 1157.62040) Full Text: DOI
Grün, Bettina; Leisch, Friedrich Identifiability of finite mixtures of multinomial logit models with varying and fixed effects. (English) Zbl 1276.62021 J. Classif. 25, No. 2, 225-247 (2008). MSC: 62F35 PDFBibTeX XMLCite \textit{B. Grün} and \textit{F. Leisch}, J. Classif. 25, No. 2, 225--247 (2008; Zbl 1276.62021) Full Text: DOI Link
Leisch, Friedrich Modelling background noise in finite mixtures of generalized linear regression models. (English) Zbl 1148.62057 Brito, Paula (ed.), COMPSTAT 2008. Proceedings in computational statistics. 18th symposium held in Porto, Portugal, August 24–29, 2008. With CD-ROM. Heidelberg: Physica-Verlag (ISBN 978-3-7908-2083-6/pbk). 385-396 (2008). MSC: 62J12 62F35 65C60 PDFBibTeX XMLCite \textit{F. Leisch}, in: COMPSTAT 2008. Proceedings in computational statistics. 18th symposium held in Porto, Portugal, August 24--29, 2008. With CD-ROM. Heidelberg: Physica-Verlag. 385--396 (2008; Zbl 1148.62057)
Leisch, Friedrich Visualizing cluster analysis and finite mixture models. (English) Zbl 1140.68521 Chen, Chun-houh (ed.) et al., Handbook of data visualization. Berlin: Springer (ISBN 978-3-540-33036-3/hbk). Springer Handbooks of Computational Statistics, 561-587 (2008). MSC: 68U10 68T10 PDFBibTeX XMLCite \textit{F. Leisch}, in: Handbook of data visualization. Berlin: Springer. 561--587 (2008; Zbl 1140.68521)
Grün, Bettina; Leisch, Friedrich Fitting finite mixtures of generalized linear regressions in R. (English) Zbl 1445.62192 Comput. Stat. Data Anal. 51, No. 11, 5247-5252 (2007). MSC: 62J12 62H30 62-04 PDFBibTeX XMLCite \textit{B. Grün} and \textit{F. Leisch}, Comput. Stat. Data Anal. 51, No. 11, 5247--5252 (2007; Zbl 1445.62192) Full Text: DOI
Leisch, Friedrich A toolbox for \(K\)-centroids cluster analysis. (English) Zbl 1157.62439 Comput. Stat. Data Anal. 51, No. 2, 526-544 (2006). MSC: 62H30 65C60 PDFBibTeX XMLCite \textit{F. Leisch}, Comput. Stat. Data Anal. 51, No. 2, 526--544 (2006; Zbl 1157.62439) Full Text: DOI
Hornik, Kurt; Leisch, Friedrich R Version 2.1.0. (English) Zbl 1098.62002 Comput. Stat. 20, No. 2, 197-202 (2005). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62-04 62-08 PDFBibTeX XMLCite \textit{K. Hornik} and \textit{F. Leisch}, Comput. Stat. 20, No. 2, 197--202 (2005; Zbl 1098.62002) Full Text: DOI
Meyer, David; Leisch, Friedrich; Hothorn, Torsten; Hornik, Kurt StatDataML: An XML format for statistical data observations. (English) Zbl 1068.65024 Comput. Stat. 19, No. 3, 493-509 (2004). Reviewer: N. M. Zinchenko (Kyïv) MSC: 62-08 68P05 62-07 PDFBibTeX XMLCite \textit{D. Meyer} et al., Comput. Stat. 19, No. 3, 493--509 (2004; Zbl 1068.65024) Full Text: DOI
Meyer, David; Karatzoglou, Alexandros; Leisch, Friedrich; Buchta, Christian; Hornik, Kurt A simulation framework for heterogeneous agents. (English) Zbl 1053.90041 Comput. Econ. 22, No. 2-3, 285-301 (2003). MSC: 90B35 PDFBibTeX XMLCite \textit{D. Meyer} et al., Comput. Econ. 22, No. 2--3, 285--301 (2003; Zbl 1053.90041) Full Text: DOI
Leisch, Friedrich Sweave: dynamic generation of statistical reports using literate data analysis. (English) Zbl 1446.62018 Härdle, Wolfgang (ed.) et al., COMPSTAT. Proceedings in computational statistics. 15th symposium, Berlin, Germany, August 24–28, 2002. Heidelberg: Physica-Verlag. 575-580 (2002). MSC: 62-08 62-04 PDFBibTeX XMLCite \textit{F. Leisch}, in: COMPSTAT. Proceedings in computational statistics. 15th symposium, Berlin, Germany, August 24--28, 2002. Heidelberg: Physica-Verlag. 575--580 (2002; Zbl 1446.62018) Full Text: DOI Link
Meyer, David; Leisch, Friedrich; Hothorn, Torsten; Hornik, Kurt StatDataML: an XML format for statistical data. (English) Zbl 1444.62019 Härdle, Wolfgang (ed.) et al., COMPSTAT. Proceedings in computational statistics. 15th symposium, Berlin, Germany, August 24–28, 2002. Heidelberg: Physica-Verlag. 545-550 (2002). MSC: 62-08 68P20 PDFBibTeX XMLCite \textit{D. Meyer} et al., in: COMPSTAT. Proceedings in computational statistics. 15th symposium, Berlin, Germany, August 24--28, 2002. Heidelberg: Physica-Verlag. 545--550 (2002; Zbl 1444.62019) Full Text: DOI Link
Pradhan, A.; Jain, L. C.; Filippidis, A.; Leisch, F. Fusion of fuzzy system and conventional technique to evaluate weather and terrain effects on the vehicle operations. (English) Zbl 1029.68614 Abraham, Ajith (ed.) et al., Hybrid information systems. Proceedings of HIS-2001, 1st international workshop, Adelaide, Australia, December 11-12, 2001. Heidelberg: Physica-Verlag. Advances in Soft Computing. 195-206 (2002). MSC: 68T20 68U99 PDFBibTeX XMLCite \textit{A. Pradhan} et al., in: Hybrid information systems. Proceedings of HIS-2001, 1st international workshop, Adelaide, Australia, December 11--12, 2001. Heidelberg: Physica-Verlag. 195--206 (2002; Zbl 1029.68614)
Joshi, Vaijayanti; Jain, Lakhmi C.; Seiffert, Udo; Zyga, Kathleen; Price, Richard; Leisch, Friedrich Neural techniques in logo recognition. (English) Zbl 1029.68600 Abraham, Ajith (ed.) et al., Hybrid information systems. Proceedings of HIS-2001, 1st international workshop, Adelaide, Australia, December 11-12, 2001. Heidelberg: Physica-Verlag. Advances in Soft Computing. 25-32 (2002). MSC: 68T10 68U99 68T05 PDFBibTeX XMLCite \textit{V. Joshi} et al., in: Hybrid information systems. Proceedings of HIS-2001, 1st international workshop, Adelaide, Australia, December 11--12, 2001. Heidelberg: Physica-Verlag. 25--32 (2002; Zbl 1029.68600)
Dolničar, Sara; Leisch, Friedrich Behavioral market segmentation of binary guest survey data with bagged clustering. (English) Zbl 1001.68853 Dorffner, Georg (ed.) et al., Artificial neural networks - ICANN 2001. International conference, Vienna, Austria, August 21-25, 2001. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2130, 111-118 (2001). MSC: 68U99 68T05 92B20 PDFBibTeX XMLCite \textit{S. Dolničar} and \textit{F. Leisch}, Lect. Notes Comput. Sci. 2130, 111--118 (2001; Zbl 1001.68853) Full Text: Link
Leisch, Friedrich; Hornik, Kurt; Kuan, Chung-Ming Monitoring structural changes with the generalized fluctuation test. (English) Zbl 0967.62067 Econom. Theory 16, No. 6, 835-854 (2000). MSC: 62M10 62F05 62J05 62P20 PDFBibTeX XMLCite \textit{F. Leisch} et al., Econom. Theory 16, No. 6, 835--854 (2000; Zbl 0967.62067) Full Text: DOI