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ORCIDStatistical Analysis and Data Mining, Volume 3
Volume 3, Number 1, February 2010
- Joseph S. Verducci:
New Era of SAM. 1-2 - Ajit C. Tamhane, Dingxi Qiu, Bruce E. Ankenman:
A parametric mixture model for clustering multivariate binary data. 3-19 - Jerry Scripps, Pang-Ning Tan
:
Constrained overlapping clusters: minimizing the negative effects of bridge-nodes. 20-37 - Ruggero G. Pensa, Jean-François Boulicaut, Francesca Cordero, Maurizio Atzori:
Co-clustering numerical data under user-defined constraints. 38-55 - Jian Zhang, Phillip A. Porras, Johannes Ullrich:
Gaussian process learning for cyber-attack early warning. 56-68
Volume 3, Number 2, April 2010
- Joseph S. Verducci:
In This Issue. 69
- Innar Liiv:
Seriation and matrix reordering methods: An historical overview. 70-91
- Ruixin Guo, Sounak Chakraborty:
Bayesian adaptive nearest neighbor. 92-105 - Basheer Hawwash, Olfa Nasraoui:
Mining and tracking evolving web user trends from large web server logs. 106-125 - Sara Javanmardi, Cristina Videira Lopes, Pierre Baldi:
Modeling user reputation in wikis. 126-139
Volume 3, Number 3, June 2010
- Joseph S. Verducci:
In this issue. 141 - Jeongyoun Ahn:
A stable hyperparameter selection for the Gaussian RBF kernel for discrimination. 142-148 - Zhuang Wang, Slobodan Vucetic:
Online training on a budget of support vector machines using twin prototypes. 149-169 - Brian McWilliams, Giovanni Montana:
Sparse partial least squares regression for on-line variable selection with multivariate data streams. 170-193
Volume 3, Number 4, August 2010
- Joseph S. Verducci:
In this Issue. 195-196 - Ola Caster, G. Niklas Norén, David Madigan, Andrew Bate:
Large-scale regression-based pattern discovery: The example of screening the WHO global drug safety database. 197-208 - Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka:
Relative clustering validity criteria: A comparative overview. 209-235 - Adam Petrie, Thomas R. Willemain:
The snake for visualizing and for counting clusters in multivariate data. 236-252 - Jianjun Xie, Stephen Coggeshall:
Prediction of transfers to tertiary care and hospital mortality: A gradient boosting decision tree approach. 253-258 - Mu Qiao, Jia Li:
Two-way Gaussian mixture models for high dimensional classification. 259-271 - Seo Young Park, Yufeng Liu, Dacheng Liu, Paul Scholl:
Multicategory composite least squares classifiers. 272-286
Volume 3, Number 5, October 2010
- Joseph S. Verducci:
In this issue. 287-288 - Ferit Akova, Murat Dundar, V. Jo Davisson, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa:
A machine-learning approach to detecting unknown bacterial serovars. 289-301 - Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt:
Discriminative frequent subgraph mining with optimality guarantees. 302-318 - Tian Siva Tian, Rand R. Wilcox, Gareth M. James:
Data reduction in classification: A simulated annealing based projection method. 319-331 - Chandan K. Reddy, Mohammad S. Aziz:
Modeling local nonlinear correlations using subspace principal curves. 332-349 - Yongli Zhang, Xiaotong Shen:
Model selection procedure for high-dimensional data. 350-358
Volume 3, Number 6, December 2010
- Bart Goethals, Jian Pei:
Special issue on the best papers of SDM'10. 359-360
- Malik Magdon-Ismail, Konstantin Mertsalov:
A permutation approach to validation. 361-380 - Bilson J. L. Campana, Eamonn J. Keogh:
A compression-based distance measure for texture. 381-398 - Charu C. Aggarwal, Yuchen Zhao, Philip S. Yu:
A framework for clustering massive graph streams. 399-416 - Jingrui He, Jaime G. Carbonell:
Coselection of features and instances for unsupervised rare category analysis. 417-430 - Faris Alqadah, Raj Bhatnagar, Anil G. Jegga:
A novel framework for detecting maximally banded matrices in binary data. 431-445
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