Kejžar, Nataša; Korenjak-Černe, Simona; Batagelj, Vladimir Clustering of modal-valued symbolic data. (English) Zbl 07363883 Adv. Data Anal. Classif., ADAC 15, No. 2, 513-541 (2021). MSC: 62H30 91C20 62-07 68T10 PDF BibTeX XML Cite \textit{N. Kejžar} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 513--541 (2021; Zbl 07363883) Full Text: DOI arXiv OpenURL
Umbleja, Kadri; Ichino, Manabu; Yaguchi, Hiroyuki Hierarchical conceptual clustering based on quantile method for identifying microscopic details in distributional data. (English) Zbl 07363879 Adv. Data Anal. Classif., ADAC 15, No. 2, 407-436 (2021). MSC: 68T09 PDF BibTeX XML Cite \textit{K. Umbleja} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 407--436 (2021; Zbl 07363879) Full Text: DOI OpenURL
Hijazi, Samah; Hamad, Denis; Kalakech, Mariam; Kalakech, Ali Active learning of constraints for weighted feature selection. (English) Zbl 07363877 Adv. Data Anal. Classif., ADAC 15, No. 2, 337-377 (2021). MSC: 15A18 65F15 62H30 68T10 47N10 PDF BibTeX XML Cite \textit{S. Hijazi} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 337--377 (2021; Zbl 07363877) 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
Aguilera, Ana; Subero, Alberto Automatic gait classification patterns in spastic hemiplegia. (English) Zbl 1459.62204 Adv. Data Anal. Classif., ADAC 14, No. 4, 897-925 (2020). MSC: 62P10 62H30 68T05 PDF BibTeX XML Cite \textit{A. Aguilera} and \textit{A. Subero}, Adv. Data Anal. Classif., ADAC 14, No. 4, 897--925 (2020; Zbl 1459.62204) Full Text: DOI OpenURL
Lausser, Ludwig; Szekely, Robin; Kestler, Hans A. Chained correlations for feature selection. (English) Zbl 1474.62233 Adv. Data Anal. Classif., ADAC 14, No. 4, 871-884 (2020). MSC: 62H30 62H20 68T10 62P10 PDF BibTeX XML Cite \textit{L. Lausser} et al., Adv. Data Anal. Classif., ADAC 14, No. 4, 871--884 (2020; Zbl 1474.62233) 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
Vojíř, Stanislav; Kliegr, Tomáš Editable machine learning models? A rule-based framework for user studies of explainability. (English) Zbl 1459.68203 Adv. Data Anal. Classif., ADAC 14, No. 4, 785-799 (2020). MSC: 68T30 68T05 PDF BibTeX XML Cite \textit{S. Vojíř} and \textit{T. Kliegr}, Adv. Data Anal. Classif., ADAC 14, No. 4, 785--799 (2020; Zbl 1459.68203) Full Text: DOI OpenURL
Anderlucci, Laura; Viroli, Cinzia Mixtures of Dirichlet-multinomial distributions for supervised and unsupervised classification of short text data. (English) Zbl 1459.62102 Adv. Data Anal. Classif., ADAC 14, No. 4, 759-770 (2020). MSC: 62H30 68T05 68U15 PDF BibTeX XML Cite \textit{L. Anderlucci} and \textit{C. Viroli}, Adv. Data Anal. Classif., ADAC 14, No. 4, 759--770 (2020; Zbl 1459.62102) Full Text: DOI OpenURL
Chaabane, Ikram; Guermazi, Radhouane; Hammami, Mohamed Enhancing techniques for learning decision trees from imbalanced data. (English) Zbl 1459.68167 Adv. Data Anal. Classif., ADAC 14, No. 3, 677-745 (2020). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{I. Chaabane} et al., Adv. Data Anal. Classif., ADAC 14, No. 3, 677--745 (2020; Zbl 1459.68167) Full Text: DOI OpenURL
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. (English) Zbl 1474.62215 Adv. Data Anal. Classif., ADAC 14, No. 2, 327-354 (2020). MSC: 62H30 62F35 62C25 68T05 PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 327--354 (2020; Zbl 1474.62215) 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
Blömer, Johannes; Brauer, Sascha; Bujna, Kathrin; Kuntze, Daniel How well do SEM algorithms imitate EM algorithms? A non-asymptotic analysis for mixture models. (English) Zbl 1474.62457 Adv. Data Anal. Classif., ADAC 14, No. 1, 147-173 (2020). MSC: 62R07 62F10 62H30 65C05 68Q87 68W20 68W40 PDF BibTeX XML Cite \textit{J. Blömer} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 147--173 (2020; Zbl 1474.62457) Full Text: DOI OpenURL
Khan, Zardad; Gul, Asma; Perperoglou, Aris; Miftahuddin, Miftahuddin; Mahmoud, Osama; Adler, Werner; Lausen, Berthold Ensemble of optimal trees, random forest and random projection ensemble classification. (English) Zbl 1459.62115 Adv. Data Anal. Classif., ADAC 14, No. 1, 97-116 (2020). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{Z. Khan} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 97--116 (2020; Zbl 1459.62115) Full Text: DOI OpenURL
Moraes, Elson Claudio Correa; Ferreira, Danton Diego; Vitor, Giovani Bernardes; Barbosa, Bruno Henrique Groenner Data clustering based on principal curves. (English) Zbl 1459.62117 Adv. Data Anal. Classif., ADAC 14, No. 1, 77-96 (2020). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{E. C. C. Moraes} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 77--96 (2020; Zbl 1459.62117) Full Text: DOI OpenURL
Perez-de-la-Cruz, Gonzalo; Eslava-Gomez, Guillermina Discriminant analysis for discrete variables derived from a tree-structured graphical model. (English) Zbl 1474.62242 Adv. Data Anal. Classif., ADAC 13, No. 4, 855-876 (2019). MSC: 62H30 62H22 68T10 PDF BibTeX XML Cite \textit{G. Perez-de-la-Cruz} and \textit{G. Eslava-Gomez}, Adv. Data Anal. Classif., ADAC 13, No. 4, 855--876 (2019; Zbl 1474.62242) Full Text: DOI OpenURL
Abe, Hiroyasu; Yadohisa, Hiroshi Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions. (English) Zbl 07176223 Adv. Data Anal. Classif., ADAC 13, No. 4, 825-853 (2019). MSC: 62H30 68T10 15A23 PDF BibTeX XML Cite \textit{H. Abe} and \textit{H. Yadohisa}, Adv. Data Anal. Classif., ADAC 13, No. 4, 825--853 (2019; Zbl 07176223) 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
Plaia, Antonella; Sciandra, Mariangela Weighted distance-based trees for ranking data. (English) Zbl 1459.62119 Adv. Data Anal. Classif., ADAC 13, No. 2, 427-444 (2019). MSC: 62H30 68T05 91B08 PDF BibTeX XML Cite \textit{A. Plaia} and \textit{M. Sciandra}, Adv. Data Anal. Classif., ADAC 13, No. 2, 427--444 (2019; Zbl 1459.62119) Full Text: DOI OpenURL
Chacón, José E. Mixture model modal clustering. (English) Zbl 1474.62218 Adv. Data Anal. Classif., ADAC 13, No. 2, 379-404 (2019). MSC: 62H30 68T10 91C20 PDF BibTeX XML Cite \textit{J. E. Chacón}, Adv. Data Anal. Classif., ADAC 13, No. 2, 379--404 (2019; Zbl 1474.62218) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{D. Rivera-García} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 201--225 (2019; Zbl 1474.62166) Full Text: DOI arXiv OpenURL
Barahona, Sonia; Gual-Arnau, Ximo; Ibáñez, Maria Victoria; Simó, Amelia Unsupervised classification of children’s bodies using currents. (English) Zbl 1414.62431 Adv. Data Anal. Classif., ADAC 12, No. 2, 365-397 (2018). MSC: 62P10 62H30 68T10 PDF BibTeX XML Cite \textit{S. Barahona} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 365--397 (2018; Zbl 1414.62431) Full Text: DOI arXiv OpenURL
Abou-Moustafa, Karim; Ferrie, Frank P. Local generalized quadratic distance metrics: application to the \(k\)-nearest neighbors classifier. (English) Zbl 1414.62223 Adv. Data Anal. Classif., ADAC 12, No. 2, 341-363 (2018). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{K. Abou-Moustafa} and \textit{F. P. Ferrie}, Adv. Data Anal. Classif., ADAC 12, No. 2, 341--363 (2018; Zbl 1414.62223) Full Text: DOI OpenURL
Hayashi, Kenichi Asymptotic comparison of semi-supervised and supervised linear discriminant functions for heteroscedastic normal populations. (English) Zbl 1414.62245 Adv. Data Anal. Classif., ADAC 12, No. 2, 315-339 (2018). MSC: 62H30 62G20 68T10 PDF BibTeX XML Cite \textit{K. Hayashi}, Adv. Data Anal. Classif., ADAC 12, No. 2, 315--339 (2018; Zbl 1414.62245) Full Text: DOI OpenURL
Ahmadi, Parvin; Gholampour, Iman; Tabandeh, Mahmoud Cluster-based sparse topical coding for topic mining and document clustering. (English) Zbl 1416.68194 Adv. Data Anal. Classif., ADAC 12, No. 3, 537-558 (2018). MSC: 68T50 62H30 PDF BibTeX XML Cite \textit{P. Ahmadi} et al., Adv. Data Anal. Classif., ADAC 12, No. 3, 537--558 (2018; Zbl 1416.68194) Full Text: DOI OpenURL
Guigourès, Romain; Boullé, Marc; Rossi, Fabrice Discovering patterns in time-varying graphs: a triclustering approach. (English) Zbl 1416.62375 Adv. Data Anal. Classif., ADAC 12, No. 3, 509-536 (2018). MSC: 62H99 62H30 68T05 PDF BibTeX XML Cite \textit{R. Guigourès} et al., Adv. Data Anal. Classif., ADAC 12, No. 3, 509--536 (2018; Zbl 1416.62375) Full Text: DOI arXiv OpenURL
Wang, Qiang; Nguyen, Thanh-Tung; Huang, Joshua Z.; Nguyen, Thuy Thi An efficient random forests algorithm for high dimensional data classification. (English) Zbl 1416.62366 Adv. Data Anal. Classif., ADAC 12, No. 4, 953-972 (2018). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{Q. Wang} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 953--972 (2018; Zbl 1416.62366) Full Text: DOI OpenURL
Lausser, Ludwig; Schmid, Florian; Schirra, Lyn-Rouven; Wilhelm, Adalbert F. X.; Kestler, Hans A. Rank-based classifiers for extremely high-dimensional gene expression data. (English) Zbl 1416.62608 Adv. Data Anal. Classif., ADAC 12, No. 4, 917-936 (2018). MSC: 62P10 62H30 68T05 PDF BibTeX XML Cite \textit{L. Lausser} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 917--936 (2018; Zbl 1416.62608) Full Text: DOI OpenURL
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure A computationally fast variable importance test for random forests for high-dimensional data. (English) Zbl 1416.62606 Adv. Data Anal. Classif., ADAC 12, No. 4, 885-915 (2018). MSC: 62P10 62H15 68T05 PDF BibTeX XML Cite \textit{S. Janitza} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 885--915 (2018; Zbl 1416.62606) Full Text: DOI Link OpenURL
Horn, Daniel; Demircioğlu, Aydın; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus A comparative study on large scale kernelized support vector machines. (English) Zbl 1416.68144 Adv. Data Anal. Classif., ADAC 12, No. 4, 867-883 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Horn} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 867--883 (2018; Zbl 1416.68144) Full Text: DOI OpenURL
Gul, Asma; Perperoglou, Aris; Khan, Zardad; Mahmoud, Osama; Miftahuddin, Miftahuddin; Adler, Werner; Lausen, Berthold Ensemble of a subset of \(k\)NN classifiers. (English) Zbl 1416.62338 Adv. Data Anal. Classif., ADAC 12, No. 4, 827-840 (2018). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{A. Gul} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 827--840 (2018; Zbl 1416.62338) Full Text: DOI OpenURL
Fernández, Alberto; del Río, Sara; Bawakid, Abdullah; Herrera, Francisco Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. (English) Zbl 1414.68055 Adv. Data Anal. Classif., ADAC 11, No. 4, 711-730 (2017). MSC: 68T05 68T10 68T37 PDF BibTeX XML Cite \textit{A. Fernández} et al., Adv. Data Anal. Classif., ADAC 11, No. 4, 711--730 (2017; Zbl 1414.68055) Full Text: DOI OpenURL
Quost, Benjamin; Denoeux, Thierry; Li, Shoumei Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression. (English) Zbl 1414.62265 Adv. Data Anal. Classif., ADAC 11, No. 4, 659-690 (2017). MSC: 62H30 62F86 68T10 68T37 PDF BibTeX XML Cite \textit{B. Quost} et al., Adv. Data Anal. Classif., ADAC 11, No. 4, 659--690 (2017; Zbl 1414.62265) Full Text: DOI HAL OpenURL
Nguyen-Trang, Thao; Vo-Van, Tai A new approach for determining the prior probabilities in the classification problem by Bayesian method. (English) Zbl 1414.62261 Adv. Data Anal. Classif., ADAC 11, No. 3, 629-643 (2017). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{T. Nguyen-Trang} and \textit{T. Vo-Van}, Adv. Data Anal. Classif., ADAC 11, No. 3, 629--643 (2017; Zbl 1414.62261) Full Text: DOI OpenURL
Emary, E.; Zawbaa, Hossam M.; Hassanien, Aboul Ella; Parv, B. Multi-objective retinal vessel localization using flower pollination search algorithm with pattern search. (English) Zbl 1414.68104 Adv. Data Anal. Classif., ADAC 11, No. 3, 611-627 (2017). MSC: 68T20 PDF BibTeX XML Cite \textit{E. Emary} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 611--627 (2017; Zbl 1414.68104) Full Text: DOI OpenURL
Krell, Mario Michael; Straube, Sirko Backtransformation: a new representation of data processing chains with a scalar decision function. (English) Zbl 1414.68064 Adv. Data Anal. Classif., ADAC 11, No. 2, 415-439 (2017). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. M. Krell} and \textit{S. Straube}, Adv. Data Anal. Classif., ADAC 11, No. 2, 415--439 (2017; Zbl 1414.68064) Full Text: DOI OpenURL
Tzirakis, Panagiotis; Tjortjis, Christos T3C: improving a decision tree classification algorithm’s interval splits on continuous attributes. (English) Zbl 1414.68081 Adv. Data Anal. Classif., ADAC 11, No. 2, 353-370 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Tzirakis} and \textit{C. Tjortjis}, Adv. Data Anal. Classif., ADAC 11, No. 2, 353--370 (2017; Zbl 1414.68081) Full Text: DOI OpenURL
Hernández-Sánchez, Julio César; Vicente-Villardón, José Luis Logistic biplot for nominal data. (English) Zbl 1414.62210 Adv. Data Anal. Classif., ADAC 11, No. 2, 307-326 (2017). MSC: 62H25 62H30 62H99 68U05 PDF BibTeX XML Cite \textit{J. C. Hernández-Sánchez} and \textit{J. L. Vicente-Villardón}, Adv. Data Anal. Classif., ADAC 11, No. 2, 307--326 (2017; Zbl 1414.62210) Full Text: DOI arXiv OpenURL
Lara-Alvarez, Carlos; Romero, Leonardo; Gomez, Cuauhtemoc Multiple straight-line fitting using a Bayes factor. (English) Zbl 1414.62059 Adv. Data Anal. Classif., ADAC 11, No. 1, 205-218 (2017). MSC: 62F03 62F15 68T40 PDF BibTeX XML Cite \textit{C. Lara-Alvarez} et al., Adv. Data Anal. Classif., ADAC 11, No. 1, 205--218 (2017; Zbl 1414.62059) Full Text: DOI OpenURL
Zhu, Wenxin; Zhong, Ping Minimum class variance SVM+ for data classification. (English) Zbl 1417.68173 Adv. Data Anal. Classif., ADAC 11, No. 1, 79-96 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Zhu} and \textit{P. Zhong}, Adv. Data Anal. Classif., ADAC 11, No. 1, 79--96 (2017; Zbl 1417.68173) Full Text: DOI OpenURL
Mirzal, Andri NMF versus ICA for blind source separation. (English) Zbl 1415.65102 Adv. Data Anal. Classif., ADAC 11, No. 1, 25-48 (2017). MSC: 65F30 15A23 68T05 PDF BibTeX XML Cite \textit{A. Mirzal}, Adv. Data Anal. Classif., ADAC 11, No. 1, 25--48 (2017; Zbl 1415.65102) Full Text: DOI OpenURL
McParland, Damien; Gormley, Isobel Claire Model based clustering for mixed data: clustMD. (English) Zbl 1414.62254 Adv. Data Anal. Classif., ADAC 10, No. 2, 155-169 (2016). MSC: 62H30 68T10 91C20 62P10 PDF BibTeX XML Cite \textit{D. McParland} and \textit{I. C. Gormley}, Adv. Data Anal. Classif., ADAC 10, No. 2, 155--169 (2016; Zbl 1414.62254) Full Text: DOI arXiv OpenURL
Liu, Zhiliang; Zhao, Xiaomin; Zuo, Ming J.; Xu, Hongbing Feature selection for fault level diagnosis of planetary gearboxes. (English) Zbl 1414.93126 Adv. Data Anal. Classif., ADAC 8, No. 4, 377-401 (2014). MSC: 93C85 68T10 62H30 PDF BibTeX XML Cite \textit{Z. Liu} et al., Adv. Data Anal. Classif., ADAC 8, No. 4, 377--401 (2014; Zbl 1414.93126) Full Text: DOI OpenURL
Albertini, Marcelo Keese; Fernandes De Mello, Rodrigo Energy-based function to evaluate data stream clustering. (English) Zbl 1307.62161 Adv. Data Anal. Classif., ADAC 7, No. 4, 435-464 (2013). MSC: 62H30 68T10 91C20 68T05 PDF BibTeX XML Cite \textit{M. K. Albertini} and \textit{R. Fernandes De Mello}, Adv. Data Anal. Classif., ADAC 7, No. 4, 435--464 (2013; Zbl 1307.62161) Full Text: DOI OpenURL
Liu, Sijia; Matzavinos, Anastasios; Sethuraman, Sunder Random walk distances in data clustering and applications. (English) Zbl 1261.62059 Adv. Data Anal. Classif., ADAC 7, No. 1, 83-108 (2013). MSC: 62H30 60G50 68T10 65C60 PDF BibTeX XML Cite \textit{S. Liu} et al., Adv. Data Anal. Classif., ADAC 7, No. 1, 83--108 (2013; Zbl 1261.62059) Full Text: DOI OpenURL
Nakahara, Takanobu; Yada, Katsutoshi Analyzing consumers’ shopping behavior using RFID data and pattern mining. (English) Zbl 1255.68104 Adv. Data Anal. Classif., ADAC 6, No. 4, 355-365 (2012). MSC: 68R05 68T05 68P05 PDF BibTeX XML Cite \textit{T. Nakahara} and \textit{K. Yada}, Adv. Data Anal. Classif., ADAC 6, No. 4, 355--365 (2012; Zbl 1255.68104) Full Text: DOI OpenURL
Batagelj, Vladimir; Zaveršnik, Matjaž Fast algorithms for determining (generalized) core groups in social networks. (English) Zbl 1284.05252 Adv. Data Anal. Classif., ADAC 5, No. 2, 129-145 (2011). MSC: 05C82 05A18 05C70 05C85 68R10 68W40 91D30 PDF BibTeX XML Cite \textit{V. Batagelj} and \textit{M. Zaveršnik}, Adv. Data Anal. Classif., ADAC 5, No. 2, 129--145 (2011; Zbl 1284.05252) Full Text: DOI OpenURL
Gaul, Wolfgang Web page importance ranking. (English) Zbl 1284.68060 Adv. Data Anal. Classif., ADAC 5, No. 2, 113-128 (2011). MSC: 68M11 68P10 68U15 68U35 68W27 PDF BibTeX XML Cite \textit{W. Gaul}, Adv. Data Anal. Classif., ADAC 5, No. 2, 113--128 (2011; Zbl 1284.68060) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{S. Frühwirth-Schnatter}, Adv. Data Anal. Classif., ADAC 5, No. 4, 251--280 (2011; Zbl 1274.62591) 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
Luebke, Karsten; Weihs, Claus Linear dimension reduction in classification: adaptive procedure for optimum results. (English) Zbl 1274.62425 Adv. Data Anal. Classif., ADAC 5, No. 3, 201-213 (2011). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{K. Luebke} and \textit{C. Weihs}, Adv. Data Anal. Classif., ADAC 5, No. 3, 201--213 (2011; Zbl 1274.62425) Full Text: DOI OpenURL
Van Messem, Arnout; Christmann, Andreas A review on consistency and robustness properties of support vector machines for heavy-tailed distributions. (English) Zbl 1284.68507 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 199-220 (2010). MSC: 68T05 68T10 62G35 62G08 62F35 PDF BibTeX XML Cite \textit{A. Van Messem} and \textit{A. Christmann}, Adv. Data Anal. Classif., ADAC 4, No. 2--3, 199--220 (2010; Zbl 1284.68507) Full Text: DOI OpenURL
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín A review of robust clustering methods. (English) Zbl 1284.62375 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 89-109 (2010). MSC: 62H30 62G35 68T05 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Adv. Data Anal. Classif., ADAC 4, No. 2--3, 89--109 (2010; Zbl 1284.62375) Full Text: DOI OpenURL
Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Hand, David J. Temporally adaptive estimation of logistic classifiers on data streams. (English) Zbl 1305.68139 Adv. Data Anal. Classif., ADAC 3, No. 3, 243-261 (2009). MSC: 68T05 65C60 PDF BibTeX XML Cite \textit{C. Anagnostopoulos} et al., Adv. Data Anal. Classif., ADAC 3, No. 3, 243--261 (2009; Zbl 1305.68139) 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
Franke, Markus; Geyer-Schulz, Andreas An update algorithm for restricted random walk clustering for dynamic data sets. (English) Zbl 1282.62151 Adv. Data Anal. Classif., ADAC 3, No. 1, 63-92 (2009). MSC: 62H30 60G50 60J20 68W27 PDF BibTeX XML Cite \textit{M. Franke} and \textit{A. Geyer-Schulz}, Adv. Data Anal. Classif., ADAC 3, No. 1, 63--92 (2009; Zbl 1282.62151) Full Text: DOI OpenURL
Jamain, Adrien; Hand, David J. Where are the large and difficult datasets? (English) Zbl 1231.62002 Adv. Data Anal. Classif., ADAC 3, No. 1, 25-38 (2009). MSC: 62-07 62H30 68T99 PDF BibTeX XML Cite \textit{A. Jamain} and \textit{D. J. Hand}, Adv. Data Anal. Classif., ADAC 3, No. 1, 25--38 (2009; Zbl 1231.62002) Full Text: DOI OpenURL
Corander, Jukka; Gyllenberg, Mats; Koski, Timo Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. (English) Zbl 1231.62031 Adv. Data Anal. Classif., ADAC 3, No. 1, 3-24 (2009). MSC: 62F15 62H30 62M99 68T99 65C40 62C99 65C60 PDF BibTeX XML Cite \textit{J. Corander} et al., Adv. Data Anal. Classif., ADAC 3, No. 1, 3--24 (2009; Zbl 1231.62031) Full Text: DOI Link OpenURL
Bock, Hans-Hermann (ed.); Gaul, Wolfgang (ed.); Okada, Akinori (ed.); Vichi, Maurizio (ed.) Editorial. (English) Zbl 1288.00057 Adv. Data Anal. Classif., ADAC 3, No. 1, 1-2 (2009). MSC: 00B15 68-06 62-06 62H30 68T05 PDF BibTeX XML Cite \textit{H.-H. Bock} (ed.) et al., Adv. Data Anal. Classif., ADAC 3, No. 1, 1--2 (2009; Zbl 1288.00057) 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
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
Seewald, Alexander K.; Kleedorfer, Florian Lambda pruning: an approximation of the string subsequence kernel for practical SVM classification and redundancy clustering. (English) Zbl 1183.68504 Adv. Data Anal. Classif., ADAC 1, No. 3, 221-239 (2007). MSC: 68T05 62H30 93A30 PDF BibTeX XML Cite \textit{A. K. Seewald} and \textit{F. Kleedorfer}, Adv. Data Anal. Classif., ADAC 1, No. 3, 221--239 (2007; Zbl 1183.68504) Full Text: DOI OpenURL
Paul, Nicolas; Terre, Michel; Fety, Luc A global algorithm to estimate the expectations of the components of an observed univariate mixture. (English) Zbl 1183.62108 Adv. Data Anal. Classif., ADAC 1, No. 3, 201-219 (2007). MSC: 62H30 65C60 68T05 PDF BibTeX XML Cite \textit{N. Paul} et al., Adv. Data Anal. Classif., ADAC 1, No. 3, 201--219 (2007; Zbl 1183.62108) Full Text: DOI OpenURL
Frame, Samuel J.; Jammalamadaka, Sreenivasa Rao Generalized mixture models, semi-supervised learning, and unknown class inference. (English) Zbl 1133.62301 Adv. Data Anal. Classif., ADAC 1, No. 1, 23-38 (2007). MSC: 62-07 65C60 68T05 62P99 PDF BibTeX XML Cite \textit{S. J. Frame} and \textit{S. R. Jammalamadaka}, Adv. Data Anal. Classif., ADAC 1, No. 1, 23--38 (2007; Zbl 1133.62301) Full Text: DOI Link OpenURL