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ORCIDAdvances in Data Analysis and Classification, Volume 11
Volume 11, Number 1, March 2017
- Editorial for issue 1/2017. 1-4
- Alejandro Cholaquidis, Antonio Cuevas
, Ricardo Fraiman:
On visual distances for spectrum-type functional data. 5-24 - Andri Mirzal:
NMF versus ICA for blind source separation. 25-48 - Nathalie Girard, Karell Bertet, Muriel Visani:
Dichotomic lattices and local discretization for Galois lattices. 49-77 - Wenxin Zhu, Ping Zhong:
Minimum Class Variance SVM+ for data classification. 79-96 - Margret-Ruth Oelker, Gerhard Tutz:
A uniform framework for the combination of penalties in generalized structured models. 97-120 - Caterina Liberati, Furio Camillo, Gilbert Saporta:
Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. 121-138 - Maurizio Carpita, Enrico Ciavolino:
A generalized maximum entropy estimator to simple linear measurement error model with a composite indicator. 139-158 - Wolfgang Gaul, Dominique Vincent:
Evaluation of the evolution of relationships between topics over time. 159-178 - Vincenzo Spinelli:
Supervised box clustering. 179-204 - Carlos Lara-Alvarez, Leonardo Romero, Cuauhtemoc Gomez:
Multiple straight-line fitting using a Bayes factor. 205-218
Volume 11, Number 2, June 2017
- Editorial for issue 2/2017. 219-222
- Karel Hron, Paula Brito, Peter Filzmoser:
Exploratory data analysis for interval compositional data. 223-241 - Emilie Devijver:
Model-based regression clustering for high-dimensional data: application to functional data. 243-279 - Gerhard Tutz, Micha Schneider, Maria Iannario, Domenico Piccolo:
Mixture models for ordinal responses to account for uncertainty of choice. 281-305 - Julio César Hernández-Sánchez, José L. Vicente-Villardón:
Logistic biplot for nominal data. 307-326 - Jennifer Le-Rademacher, Lynne Billard:
Principal component analysis for histogram-valued data. 327-351 - Panagiotis Tzirakis, Christos Tjortjis:
T3C: improving a decision tree classification algorithm's interval splits on continuous attributes. 353-370 - Stephen L. France, Wen Chen, Yumin Deng:
ADCLUS and INDCLUS: analysis, experimentation, and meta-heuristic algorithm extensions. 371-393 - Nadia Solaro, Alessandro Barbiero, Giancarlo Manzi, Pier Alda Ferrari:
A sequential distance-based approach for imputing missing data: Forward Imputation. 395-414 - Mario Michael Krell, Sirko Straube:
Backtransformation: a new representation of data processing chains with a scalar decision function. 415-439
Volume 11, Number 3, September 2017
- Editorial for issue 3/2017. 441-444
- Mia Hubert, Peter J. Rousseeuw, Pieter Segaert:
Multivariate and functional classification using depth and distance. 445-466 - Christina Yassouridis, Friedrich Leisch:
Benchmarking different clustering algorithms on functional data. 467-492 - Marek Smieja, Magdalena Wiercioch:
Constrained clustering with a complex cluster structure. 493-518 - Zahid Ahmed Ansari, Syed Abdul Sattar, A. Vinaya Babu:
A fuzzy neural network based framework to discover user access patterns from web log data. 519-546 - Vaishali Mirge, Kesari Verma, Shubhrata Gupta:
Dense traffic flow patterns mining in bi-directional road networks using density based trajectory clustering. 547-561 - Maurizio Vichi:
Disjoint factor analysis with cross-loadings. 563-591 - Leila Amiri, Mojtaba Khazaei, Mojtaba Ganjali:
General location model with factor analyzer covariance matrix structure and its applications. 593-609 - Eid Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Bazil Pârv:
Multi-objective retinal vessel localization using flower pollination search algorithm with pattern search. 611-627 - Thao Nguyen-Trang, Tai Vovan:
A new approach for determining the prior probabilities in the classification problem by Bayesian method. 629-643
Volume 11, Number 4, December 2017
- Pierpaolo D'Urso, María Angeles Gil:
Fuzzy data analysis and classification - Special issue in memoriam of Professor Lotfi A. Zadeh, father of fuzzy logic. 645-657 - Benjamin Quost, Thierry Denoeux, Shoumei Li:
Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression. 659-690 - Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Íscar:
A fuzzy approach to robust regression clustering. 691-710 - Alberto Fernández, Sara del Río, Abdullah Bawakid, Francisco Herrera:
Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. 711-730 - Sara de la Rosa de Sáa, María Asunción Lubiano, Beatriz Sinova, Peter Filzmoser:
Robust scale estimators for fuzzy data. 731-758 - Rong Zhang, Baabak Ashuri, Yong Deng:
A novel method for forecasting time series based on fuzzy logic and visibility graph. 759-783 - Abdul Suleman:
On ill-conceived initialization in archetypal analysis. 785-808
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