Pei, Huimin; Lin, Qiang; Yang, Liran; Zhong, Ping A novel semi-supervised support vector machine with asymmetric squared loss. (English) Zbl 07363869 Adv. Data Anal. Classif., ADAC 15, No. 1, 159-191 (2021). MSC: 90C20 90C90 PDF BibTeX XML Cite \textit{H. Pei} et al., Adv. Data Anal. Classif., ADAC 15, No. 1, 159--191 (2021; Zbl 07363869) Full Text: DOI OpenURL
Scitovski, Rudolf; Sabo, Kristian A combination of \(k\)-means and DBSCAN algorithm for solving the multiple generalized circle detection problem. (English) Zbl 07363866 Adv. Data Anal. Classif., ADAC 15, No. 1, 83-98 (2021). MSC: 62H30 68T10 90C26 90C27 90C56 91C20 PDF BibTeX XML Cite \textit{R. Scitovski} and \textit{K. Sabo}, Adv. Data Anal. Classif., ADAC 15, No. 1, 83--98 (2021; Zbl 07363866) Full Text: DOI OpenURL
Ramon, Yanou; Martens, David; Provost, Foster; Evgeniou, Theodoros A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C. (English) Zbl 1474.90384 Adv. Data Anal. Classif., ADAC 14, No. 4, 801-819 (2020). MSC: 90C27 90C59 68T01 PDF BibTeX XML Cite \textit{Y. Ramon} et al., Adv. Data Anal. Classif., ADAC 14, No. 4, 801--819 (2020; Zbl 1474.90384) Full Text: DOI arXiv OpenURL
Blanco, Víctor; Japón, Alberto; Puerto, Justo Optimal arrangements of hyperplanes for SVM-based multiclass classification. (English) Zbl 1474.62213 Adv. Data Anal. Classif., ADAC 14, No. 1, 175-199 (2020). MSC: 62H30 90C11 68T05 32S22 PDF BibTeX XML Cite \textit{V. Blanco} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 175--199 (2020; Zbl 1474.62213) Full Text: DOI arXiv OpenURL
Zens, Gregor Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membership. (English) Zbl 1474.62088 Adv. Data Anal. Classif., ADAC 13, No. 4, 1019-1051 (2019). MSC: 62F15 62J07 62H30 90-08 62P10 PDF BibTeX XML Cite \textit{G. Zens}, Adv. Data Anal. Classif., ADAC 13, No. 4, 1019--1051 (2019; Zbl 1474.62088) Full Text: DOI arXiv OpenURL
Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa On support vector machines under a multiple-cost scenario. (English) Zbl 1474.62211 Adv. Data Anal. Classif., ADAC 13, No. 3, 663-682 (2019). MSC: 62H30 62P20 90C11 90C30 PDF BibTeX XML Cite \textit{S. Benítez-Peña} et al., Adv. Data Anal. Classif., ADAC 13, No. 3, 663--682 (2019; Zbl 1474.62211) Full Text: DOI OpenURL
Sato, Toshiki; Takano, Yuichi; Nakahara, Takanobu Investigating consumers’ store-choice behavior via hierarchical variable selection. (English) Zbl 1459.62215 Adv. Data Anal. Classif., ADAC 13, No. 3, 621-639 (2019). MSC: 62P20 62J05 68T05 90C11 PDF BibTeX XML Cite \textit{T. Sato} et al., Adv. Data Anal. Classif., ADAC 13, No. 3, 621--639 (2019; Zbl 1459.62215) Full Text: DOI arXiv OpenURL
Mirge, Vaishali; Verma, Kesari; Gupta, Shubhrata Dense traffic flow patterns mining in bi-directional road networks using density based trajectory clustering. (English) Zbl 1414.90092 Adv. Data Anal. Classif., ADAC 11, No. 3, 547-561 (2017). MSC: 90B20 62H30 62H86 PDF BibTeX XML Cite \textit{V. Mirge} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 547--561 (2017; Zbl 1414.90092) Full Text: DOI OpenURL
Spinelli, Vincenzo Supervised box clustering. (English) Zbl 1414.62275 Adv. Data Anal. Classif., ADAC 11, No. 1, 179-204 (2017). MSC: 62H30 90C27 90C59 PDF BibTeX XML Cite \textit{V. Spinelli}, Adv. Data Anal. Classif., ADAC 11, No. 1, 179--204 (2017; Zbl 1414.62275) Full Text: DOI OpenURL
Yang, Liming; Wang, Laisheng A class of semi-supervised support vector machines by DC programming. (English) Zbl 1308.90138 Adv. Data Anal. Classif., ADAC 7, No. 4, 417-433 (2013). MSC: 90C26 90C90 PDF BibTeX XML Cite \textit{L. Yang} and \textit{L. Wang}, Adv. Data Anal. Classif., ADAC 7, No. 4, 417--433 (2013; Zbl 1308.90138) Full Text: DOI OpenURL
Sukegawa, Noriyoshi; Yamamoto, Yoshitsugu; Zhang, Liyuan Lagrangian relaxation and pegging test for the clique partitioning problem. (English) Zbl 1308.90155 Adv. Data Anal. Classif., ADAC 7, No. 4, 363-391 (2013). MSC: 90C27 90C10 91C20 PDF BibTeX XML Cite \textit{N. Sukegawa} et al., Adv. Data Anal. Classif., ADAC 7, No. 4, 363--391 (2013; Zbl 1308.90155) Full Text: DOI OpenURL
Iannario, Maria; Manisera, Marica; Piccolo, Domenico; Zuccolotto, Paola Sensory analysis in the food industry as a tool for marketing decisions. (English) Zbl 1257.62124 Adv. Data Anal. Classif., ADAC 6, No. 4, 303-321 (2012). MSC: 62P30 90B60 PDF BibTeX XML Cite \textit{M. Iannario} et al., Adv. Data Anal. Classif., ADAC 6, No. 4, 303--321 (2012; Zbl 1257.62124) Full Text: DOI OpenURL
Gaul, Wolfgang; Gastes, Dominic A note on consistency improvements of AHP paired comparison data. (English) Zbl 1254.90082 Adv. Data Anal. Classif., ADAC 6, No. 4, 289-302 (2012). MSC: 90B50 62J15 91B06 PDF BibTeX XML Cite \textit{W. Gaul} and \textit{D. Gastes}, Adv. Data Anal. Classif., ADAC 6, No. 4, 289--302 (2012; Zbl 1254.90082) Full Text: DOI OpenURL
Baier, Daniel; Daniel, Ines; Frost, Sarah; Naundorf, Robert Image data analysis and classification in marketing. (English) Zbl 1256.62003 Adv. Data Anal. Classif., ADAC 6, No. 4, 253-276 (2012). MSC: 62-07 90B60 62-04 62H30 62H35 65C60 PDF BibTeX XML Cite \textit{D. Baier} et al., Adv. Data Anal. Classif., ADAC 6, No. 4, 253--276 (2012; Zbl 1256.62003) Full Text: DOI OpenURL
Baier, Daniel (ed.); Decker, Reinhold (ed.) Special issue on data analysis and classification in marketing – preface by the guest editors. (English) Zbl 1306.00032 Adv. Data Anal. Classif., ADAC 6, No. 4, 249-251 (2012). MSC: 00B15 62-06 62P20 90B60 PDF BibTeX XML Cite \textit{D. Baier} (ed.) and \textit{R. Decker} (ed.), Adv. Data Anal. Classif., ADAC 6, No. 4, 249--251 (2012; Zbl 1306.00032) Full Text: DOI OpenURL
Guénoche, Alain Consensus of partitions: a constructive approach. (English) Zbl 1253.68258 Adv. Data Anal. Classif., ADAC 5, No. 3, 215-229 (2011). MSC: 68R05 90C27 68W25 PDF BibTeX XML Cite \textit{A. Guénoche}, Adv. Data Anal. Classif., ADAC 5, No. 3, 215--229 (2011; Zbl 1253.68258) Full Text: DOI OpenURL
Frommlet, Florian Tag SNP selection based on clustering according to dominant sets found using replicator dynamics. (English) Zbl 1306.62228 Adv. Data Anal. Classif., ADAC 4, No. 1, 65-83 (2010). MSC: 62P10 62H30 90C20 90C39 92D20 PDF BibTeX XML Cite \textit{F. Frommlet}, Adv. Data Anal. Classif., ADAC 4, No. 1, 65--83 (2010; Zbl 1306.62228) Full Text: DOI OpenURL
Nguyen, Tri-Dzung; Welsch, Roy E. Outlier detection and robust covariance estimation using mathematical programming. (English) Zbl 1284.62057 Adv. Data Anal. Classif., ADAC 4, No. 4, 301-334 (2010). MSC: 62-07 90-08 PDF BibTeX XML Cite \textit{T.-D. Nguyen} and \textit{R. E. Welsch}, Adv. Data Anal. Classif., ADAC 4, No. 4, 301--334 (2010; Zbl 1284.62057) Full Text: DOI OpenURL
Guyon, Frédéric; Brochier-Armanet, Céline; Guénoche, Alain Comparison of alignment free string distances for complete genome phylogeny. (English) Zbl 1284.92073 Adv. Data Anal. Classif., ADAC 3, No. 2, 95-108 (2009). MSC: 92D20 05C05 68R15 90C27 92B10 PDF BibTeX XML Cite \textit{F. Guyon} et al., Adv. Data Anal. Classif., ADAC 3, No. 2, 95--108 (2009; Zbl 1284.92073) Full Text: DOI OpenURL
Le Thi, Hoai An; Le, Hoai Minh; Nguyen, Van Vinh; Dinh, Tao Pham A DC programming approach for feature selection in support vector machines learning. (English) Zbl 1284.90057 Adv. Data Anal. Classif., ADAC 2, No. 3, 259-278 (2008). MSC: 90C26 62-07 68T05 PDF BibTeX XML Cite \textit{H. A. Le Thi} et al., Adv. Data Anal. Classif., ADAC 2, No. 3, 259--278 (2008; Zbl 1284.90057) Full Text: DOI OpenURL
Mierswa, Ingo; Morik, Katharina About the non-convex optimization problem induced by non-positive semidefinite kernel learning. (English) Zbl 1284.90058 Adv. Data Anal. Classif., ADAC 2, No. 3, 241-258 (2008). MSC: 90C26 68T05 74P05 PDF BibTeX XML Cite \textit{I. Mierswa} and \textit{K. Morik}, Adv. Data Anal. Classif., ADAC 2, No. 3, 241--258 (2008; Zbl 1284.90058) Full Text: DOI OpenURL
Tarel, Jean-Philippe; Ieng, Sio-Song; Charbonnier, Pierre A constrained-optimization based half-quadratic algorithm for robustly Fitting sets of linearly parametrized curves. (English) Zbl 1284.90060 Adv. Data Anal. Classif., ADAC 2, No. 3, 227-239 (2008). MSC: 90C26 62J05 90C55 90C90 62H12 62H35 PDF BibTeX XML Cite \textit{J.-P. Tarel} et al., Adv. Data Anal. Classif., ADAC 2, No. 3, 227--239 (2008; Zbl 1284.90060) Full Text: DOI OpenURL
Dembélé, Doulaye Multi-objective optimization for clustering 3-way gene expression data. (English) Zbl 1284.90071 Adv. Data Anal. Classif., ADAC 2, No. 3, 211-225 (2008). MSC: 90C29 92D10 62-07 PDF BibTeX XML Cite \textit{D. Dembélé}, Adv. Data Anal. Classif., ADAC 2, No. 3, 211--225 (2008; Zbl 1284.90071) Full Text: DOI OpenURL
Le Thi, Hoai An (ed.); Dinh, Tao Pham (ed.); Ritter, Gunter (ed.) Preface for the special issue of ADAC on ‘Optimisation and non-convex programming in data mining’. (English) Zbl 1284.90056 Adv. Data Anal. Classif., ADAC 2, No. 3, 209-210 (2008). MSC: 90C26 90-06 62-06 00B15 PDF BibTeX XML Cite \textit{H. A. Le Thi} (ed.) et al., Adv. Data Anal. Classif., ADAC 2, No. 3, 209--210 (2008; Zbl 1284.90056) Full Text: DOI OpenURL
Groenen, P. J. F.; Nalbantov, G.; Bioch, J. C. SVM-Maj: a majorization approach to linear support vector machines with different hinge errors. (English) Zbl 1151.90551 Adv. Data Anal. Classif., ADAC 2, No. 1, 17-43 (2008). MSC: 90C30 62H30 68T05 PDF BibTeX XML Cite \textit{P. J. F. Groenen} et al., Adv. Data Anal. Classif., ADAC 2, No. 1, 17--43 (2008; Zbl 1151.90551) Full Text: DOI OpenURL
Angelelli, Jean-Baptiste; Baudot, Anaïs; Brun, Christine; Guénoche, Alain Two local dissimilarity measures for weighted graphs with application to protein interaction networks. (English) Zbl 1146.05019 Adv. Data Anal. Classif., ADAC 2, No. 1, 3-16 (2008). MSC: 05C12 90C35 90C59 PDF BibTeX XML Cite \textit{J.-B. Angelelli} et al., Adv. Data Anal. Classif., ADAC 2, No. 1, 3--16 (2008; Zbl 1146.05019) Full Text: DOI OpenURL
An, Le Thi Hoai; Le, Hoai Minh; Pham, Dinh Tao Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms. (English) Zbl 1301.90072 Adv. Data Anal. Classif., ADAC 1, No. 2, 85-104 (2007). MSC: 90C26 62H30 90C70 PDF BibTeX XML Cite \textit{L. T. H. An} et al., Adv. Data Anal. Classif., ADAC 1, No. 2, 85--104 (2007; Zbl 1301.90072) Full Text: DOI OpenURL