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ORCIDAdvances in Data Analysis and Classification, Volume 8
Volume 8, Number 1, March 2014
- Hans-Hermann Bock, Salvatore Ingrassia
, Jeroen K. Vermunt:
Special issue on "Model-based clustering and classification" (part 2). 1-3 - Andrea Cerioli, Domenico Perrotta:
Robust clustering around regression lines with high density regions. 5-26 - Luis Angel García-Escudero, Alfonso Gordaliza, Agustín Mayo-Íscar:
A constrained robust proposal for mixture modeling avoiding spurious solutions. 27-43 - Sakyajit Bhattacharya, Paul D. McNicholas:
A LASSO-penalized BIC for mixture model selection. 45-61 - Stefanie Kalus, Philipp G. Sämann, Ludwig Fahrmeir:
Classification of brain activation via spatial Bayesian variable selection in fMRI regression. 63-83 - Michael Salter-Townshend, Thomas Brendan Murphy:
Mixtures of biased sentiment analysers. 85-103 - Leonardo Grilli, Maria Iannario, Domenico Piccolo, Carla Rampichini:
Latent class CUB models. 105-119
Volume 8, Number 2, June 2014
- Editorial for issue 2/2014. 121-123
- Silvia Bacci, Silvia Pandolfi, Fulvia Pennoni:
A comparison of some criteria for states selection in the latent Markov model for longitudinal data. 125-145 - Luca Scrucca:
Graphical tools for model-based mixture discriminant analysis. 147-165 - Sanjeena Subedi, Paul D. McNicholas:
Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. 167-193 - Tobias Voigt, Roland Fried, Michael Backes, Wolfgang Rhode:
Threshold optimization for classification in imbalanced data in a problem of gamma-ray astronomy. 195-216 - Ryan P. Browne, Paul D. McNicholas:
Estimating common principal components in high dimensions. 217-226
Volume 8, Number 3, September 2014
- ADAC special issue on "New Perspectives in Functional Data Analysis". 227-229
- Julien Jacques, Cristian Preda:
Functional data clustering: a survey. 231-255 - María Dolores Ruiz-Medina, Rosa M. Espejo, Elvira Romano:
Spatial functional normal mixed effect approach for curve classification. 257-285 - Matilde Dalla Rosa, Laura M. Sangalli, Simone Vantini:
Principal differential analysis of the Aneurisk65 data set. 287-302 - Hossein Haghbin, Z. Shishebor, Ahmad Reza Soltani:
Hilbertian spatial periodically correlated first order autoregressive models. 303-319 - Sara López-Pintado, Ying Sun, Juan K. Lin, Marc G. Genton:
Simplicial band depth for multivariate functional data. 321-338 - Livio Corain, Viatcheslav B. Melas, Andrey Pepelyshev, Luigi Salmaso:
New insights on permutation approach for hypothesis testing on functional data. 339-356
Volume 8, Number 4, December 2014
- Editorial 4/2014. 357-358
- Fabrizio Durante, Roberta Pappadà, Nicola Torelli:
Clustering of financial time series in risky scenarios. 359-376 - Zhiliang Liu, Xiaomin Zhao, Ming Jian Zuo, Hongbing Xu:
Feature selection for fault level diagnosis of planetary gearboxes. 377-401 - Lisa L. Doove, Elise Dusseldorp, Katrijn Van Deun, Iven Van Mechelen:
A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions. 403-425 - Ewa Genge:
A latent class analysis of the public attitude towards the euro adoption in Poland. 427-442
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