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ORCIDAdvances in Data Analysis and Classification, Volume 7
Volume 7, Number 1, March 2013
- Editorial. 1-3
- Sanjeena Subedi, Antonio Punzo
, Salvatore Ingrassia, Paul D. McNicholas:
Clustering and classification via cluster-weighted factor analyzers. 5-40 - Matthijs J. Warrens:
Cohen's weighted kappa with additive weights. 41-55 - Tianyu Tan, Hye Won Suk, Heungsun Hwang, Jooseop Lim:
Functional fuzzy clusterwise regression analysis. 57-82 - Sijia Liu, Anastasios Matzavinos, Sunder Sethuraman:
Random walk distances in data clustering and applications. 83-108 - Yuko Araki, Atsushi Kawaguchi, Fumio Yamashita:
Regularized logistic discrimination with basis expansions for the early detection of Alzheimer's disease based on three-dimensional MRI data. 109-119
Volume 7, Number 2, June 2013
- Editorial for issue 2/2013. 121-123
- Ricardo Fraiman, Badih Ghattas, Marcela Svarc:
Interpretable clustering using unsupervised binary trees. 125-145 - Susanna Röblitz, Marcus Weber:
Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification. 147-179 - Hamid Parvin, Behrouz Minaei-Bidgoli:
A clustering ensemble framework based on elite selection of weighted clusters. 181-208 - Simone G. O. Fiori:
An isotonic trivariate statistical regression method. 209-235
Volume 7, Number 3, September 2013
- Hans-Hermann Bock, Salvatore Ingrassia, Jeroen K. Vermunt:
Special issue on "Model-based clustering and classification". 237-240 - Sharon X. Lee, Geoffrey J. McLachlan:
On mixtures of skew normal and skew t-distributions. 241-266 - Daniel L. Oberski, Geert H. van Kollenburg, Jeroen K. Vermunt:
A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. 267-279 - Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille:
Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. 281-300 - Angela Montanari, Daniela G. Calò:
Model-based clustering of probability density functions. 301-319 - Katherine Morris, Paul D. McNicholas, Luca Scrucca:
Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions. 321-338 - Nema Dean, Rebecca Nugent:
Clustering student skill set profiles in a unit hypercube using mixtures of multivariate betas. 339-357
Volume 7, Number 4, December 2013
- Editorial for issue 4/2013. 359-361
- Noriyoshi Sukegawa, Yoshitsugu Yamamoto, Liyuan Zhang:
Lagrangian relaxation and pegging test for the clique partitioning problem. 363-391 - Faisal Maqbool Zahid, Gerhard Tutz:
Multinomial logit models with implicit variable selection. 393-416 - Liming Yang, Laisheng Wang:
A class of semi-supervised support vector machines by DC programming. 417-433 - Marcelo Keese Albertini, Rodrigo Fernandes de Mello:
Energy-based function to evaluate data stream clustering. 435-464 - Wentao Fan, Nizar Bouguila:
Infinite Dirichlet mixture models learning via expectation propagation. 465-489
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