Suleman, Abdul On ill-conceived initialization in archetypal analysis. (English) Zbl 1414.62276 Adv. Data Anal. Classif., ADAC 11, No. 4, 785-808 (2017). MSC: 62H30 62H86 PDFBibTeX XMLCite \textit{A. Suleman}, Adv. Data Anal. Classif., ADAC 11, No. 4, 785--808 (2017; Zbl 1414.62276) Full Text: DOI
Zhang, Rong; Ashuri, Baabak; Deng, Yong A novel method for forecasting time series based on fuzzy logic and visibility graph. (English) Zbl 1414.40004 Adv. Data Anal. Classif., ADAC 11, No. 4, 759-783 (2017). MSC: 40B99 PDFBibTeX XMLCite \textit{R. Zhang} et al., Adv. Data Anal. Classif., ADAC 11, No. 4, 759--783 (2017; Zbl 1414.40004) Full Text: DOI
de la Rosa de Sáa, Sara; Lubiano, María Asunción; Sinova, Beatriz; Filzmoser, Peter Robust scale estimators for fuzzy data. (English) Zbl 1414.62104 Adv. Data Anal. Classif., ADAC 11, No. 4, 731-758 (2017). MSC: 62F35 62A86 PDFBibTeX XMLCite \textit{S. de la Rosa de Sáa} et al., Adv. Data Anal. Classif., ADAC 11, No. 4, 731--758 (2017; Zbl 1414.62104) Full Text: DOI Link
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 PDFBibTeX XMLCite \textit{A. Fernández} et al., Adv. Data Anal. Classif., ADAC 11, No. 4, 711--730 (2017; Zbl 1414.68055) Full Text: DOI
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín A fuzzy approach to robust regression clustering. (English) Zbl 1414.62240 Adv. Data Anal. Classif., ADAC 11, No. 4, 691-710 (2017). MSC: 62H30 PDFBibTeX XMLCite \textit{F. Dotto} et al., Adv. Data Anal. Classif., ADAC 11, No. 4, 691--710 (2017; Zbl 1414.62240) Full Text: DOI
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 PDFBibTeX XMLCite \textit{B. Quost} et al., Adv. Data Anal. Classif., ADAC 11, No. 4, 659--690 (2017; Zbl 1414.62265) Full Text: DOI HAL
D’Urso, Pierpaolo (ed.); Gil, María Ángeles (ed.) Fuzzy data analysis and classification. Special issue in memoriam of Professor Lotfi A. Zadeh, father of fuzzy logic. (English) Zbl 1476.00115 Adv. Data Anal. Classif., ADAC 11, No. 4, 645-657 (2017). MSC: 00B30 00B15 62-06 62A86 PDFBibTeX XMLCite \textit{P. D'Urso} (ed.) and \textit{M. Á. Gil} (ed.), Adv. Data Anal. Classif., ADAC 11, No. 4, 645--657 (2017; Zbl 1476.00115) Full Text: DOI
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{E. Emary} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 611--627 (2017; Zbl 1414.68104) Full Text: DOI
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba General location model with factor analyzer covariance matrix structure and its applications. (English) Zbl 1414.62205 Adv. Data Anal. Classif., ADAC 11, No. 3, 593-609 (2017). MSC: 62H25 62H30 PDFBibTeX XMLCite \textit{L. Amiri} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 593--609 (2017; Zbl 1414.62205) Full Text: DOI
Vichi, Maurizio Disjoint factor analysis with cross-loadings. (English) Zbl 1414.62222 Adv. Data Anal. Classif., ADAC 11, No. 3, 563-591 (2017). MSC: 62H25 PDFBibTeX XMLCite \textit{M. Vichi}, Adv. Data Anal. Classif., ADAC 11, No. 3, 563--591 (2017; Zbl 1414.62222) Full Text: DOI
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 PDFBibTeX XMLCite \textit{V. Mirge} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 547--561 (2017; Zbl 1414.90092) Full Text: DOI
Ansari, Zahid A.; Sattar, Syed Abdul; Babu, A. Vinaya A fuzzy neural network based framework to discover user access patterns from web log data. (English) Zbl 1414.82024 Adv. Data Anal. Classif., ADAC 11, No. 3, 519-546 (2017). MSC: 82C32 94D05 91C20 62-07 PDFBibTeX XMLCite \textit{Z. A. Ansari} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 519--546 (2017; Zbl 1414.82024) Full Text: DOI
Śmieja, Marek; Wiercioch, Magdalena Constrained clustering with a complex cluster structure. (English) Zbl 1414.62273 Adv. Data Anal. Classif., ADAC 11, No. 3, 493-518 (2017). MSC: 62H30 PDFBibTeX XMLCite \textit{M. Śmieja} and \textit{M. Wiercioch}, Adv. Data Anal. Classif., ADAC 11, No. 3, 493--518 (2017; Zbl 1414.62273) 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
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter Multivariate and functional classification using depth and distance. (English) Zbl 1414.62247 Adv. Data Anal. Classif., ADAC 11, No. 3, 445-466 (2017). MSC: 62H30 PDFBibTeX XMLCite \textit{M. Hubert} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 445--466 (2017; Zbl 1414.62247) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \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
Solaro, Nadia; Barbiero, Alessandro; Manzi, Giancarlo; Ferrari, Pier Alda A sequential distance-based approach for imputing missing data: forward imputation. (English) Zbl 1414.62220 Adv. Data Anal. Classif., ADAC 11, No. 2, 395-414 (2017). MSC: 62H25 62-07 62-04 62H99 PDFBibTeX XMLCite \textit{N. Solaro} et al., Adv. Data Anal. Classif., ADAC 11, No. 2, 395--414 (2017; Zbl 1414.62220) Full Text: DOI Link
France, Stephen L.; Chen, Wen; Deng, Yumin ADCLUS and INDCLUS: analysis, experimentation, and meta-heuristic algorithm extensions. (English) Zbl 1414.62014 Adv. Data Anal. Classif., ADAC 11, No. 2, 371-393 (2017). MSC: 62-07 62H30 91C20 PDFBibTeX XMLCite \textit{S. L. France} et al., Adv. Data Anal. Classif., ADAC 11, No. 2, 371--393 (2017; Zbl 1414.62014) Full Text: DOI
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 PDFBibTeX XMLCite \textit{P. Tzirakis} and \textit{C. Tjortjis}, Adv. Data Anal. Classif., ADAC 11, No. 2, 353--370 (2017; Zbl 1414.68081) Full Text: DOI
Le-Rademacher, J.; Billard, L. Principal component analysis for histogram-valued data. (English) Zbl 1414.62213 Adv. Data Anal. Classif., ADAC 11, No. 2, 327-351 (2017). MSC: 62H25 60-08 PDFBibTeX XMLCite \textit{J. Le-Rademacher} and \textit{L. Billard}, Adv. Data Anal. Classif., ADAC 11, No. 2, 327--351 (2017; Zbl 1414.62213) Full Text: DOI
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 PDFBibTeX XMLCite \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
Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico Mixture models for ordinal responses to account for uncertainty of choice. (English) Zbl 1414.62019 Adv. Data Anal. Classif., ADAC 11, No. 2, 281-305 (2017). MSC: 62-07 62H17 62J12 PDFBibTeX XMLCite \textit{G. Tutz} et al., Adv. Data Anal. Classif., ADAC 11, No. 2, 281--305 (2017; Zbl 1414.62019) Full Text: DOI Link
Devijver, Emilie Model-based regression clustering for high-dimensional data: application to functional data. (English) Zbl 1414.62238 Adv. Data Anal. Classif., ADAC 11, No. 2, 243-279 (2017). MSC: 62H30 PDFBibTeX XMLCite \textit{E. Devijver}, Adv. Data Anal. Classif., ADAC 11, No. 2, 243--279 (2017; Zbl 1414.62238) Full Text: DOI arXiv
Hron, Karel; Brito, Paula; Filzmoser, Peter Exploratory data analysis for interval compositional data. (English) Zbl 1414.62211 Adv. Data Anal. Classif., ADAC 11, No. 2, 223-241 (2017). MSC: 62H25 62H99 PDFBibTeX XMLCite \textit{K. Hron} et al., Adv. Data Anal. Classif., ADAC 11, No. 2, 223--241 (2017; Zbl 1414.62211) Full Text: DOI Link
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 PDFBibTeX XMLCite \textit{C. Lara-Alvarez} et al., Adv. Data Anal. Classif., ADAC 11, No. 1, 205--218 (2017; Zbl 1414.62059) Full Text: DOI
Spinelli, Vincenzo Supervised box clustering. (English) Zbl 1414.62275 Adv. Data Anal. Classif., ADAC 11, No. 1, 179-204 (2017). MSC: 62H30 90C27 90C59 PDFBibTeX XMLCite \textit{V. Spinelli}, Adv. Data Anal. Classif., ADAC 11, No. 1, 179--204 (2017; Zbl 1414.62275) Full Text: DOI
Gaul, Wolfgang; Vincent, Dominique Evaluation of the evolution of relationships between topics over time. (English) Zbl 1414.62516 Adv. Data Anal. Classif., ADAC 11, No. 1, 159-178 (2017). MSC: 62P99 62H30 PDFBibTeX XMLCite \textit{W. Gaul} and \textit{D. Vincent}, Adv. Data Anal. Classif., ADAC 11, No. 1, 159--178 (2017; Zbl 1414.62516) Full Text: DOI
Carpita, Maurizio; Ciavolino, Enrico A generalized maximum entropy estimator to simple linear measurement error model with a composite indicator. (English) Zbl 07061443 Adv. Data Anal. Classif., ADAC 11, No. 1, 139-158 (2017). MSC: 62J05 PDFBibTeX XMLCite \textit{M. Carpita} and \textit{E. Ciavolino}, Adv. Data Anal. Classif., ADAC 11, No. 1, 139--158 (2017; Zbl 07061443) Full Text: DOI
Liberati, Caterina; Camillo, Furio; Saporta, Gilbert Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. (English) Zbl 1414.62421 Adv. Data Anal. Classif., ADAC 11, No. 1, 121-138 (2017). MSC: 62P05 62H30 PDFBibTeX XMLCite \textit{C. Liberati} et al., Adv. Data Anal. Classif., ADAC 11, No. 1, 121--138 (2017; Zbl 1414.62421) Full Text: DOI
Oelker, Margret-Ruth; Tutz, Gerhard A uniform framework for the combination of penalties in generalized structured models. (English) Zbl 1414.62321 Adv. Data Anal. Classif., ADAC 11, No. 1, 97-120 (2017). MSC: 62J07 62J12 PDFBibTeX XMLCite \textit{M.-R. Oelker} and \textit{G. Tutz}, Adv. Data Anal. Classif., ADAC 11, No. 1, 97--120 (2017; Zbl 1414.62321) Full Text: DOI
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 PDFBibTeX XMLCite \textit{W. Zhu} and \textit{P. Zhong}, Adv. Data Anal. Classif., ADAC 11, No. 1, 79--96 (2017; Zbl 1417.68173) Full Text: DOI
Girard, Nathalie; Bertet, Karell; Visani, Muriel Dichotomic lattices and local discretization for Galois lattices. (English) Zbl 1414.62044 Adv. Data Anal. Classif., ADAC 11, No. 1, 49-77 (2017). MSC: 62C99 06B75 06C15 PDFBibTeX XMLCite \textit{N. Girard} et al., Adv. Data Anal. Classif., ADAC 11, No. 1, 49--77 (2017; Zbl 1414.62044) Full Text: DOI
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 PDFBibTeX XMLCite \textit{A. Mirzal}, Adv. Data Anal. Classif., ADAC 11, No. 1, 25--48 (2017; Zbl 1415.65102) Full Text: DOI
Cholaquidis, A.; Cuevas, A.; Fraiman, R. On visual distances for spectrum-type functional data. (English) Zbl 1414.62235 Adv. Data Anal. Classif., ADAC 11, No. 1, 5-24 (2017). MSC: 62H30 62G99 PDFBibTeX XMLCite \textit{A. Cholaquidis} et al., Adv. Data Anal. Classif., ADAC 11, No. 1, 5--24 (2017; Zbl 1414.62235) Full Text: DOI arXiv Link