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ORCIDStatistical Analysis and Data Mining, Volume 8
Volume 8, Number 1, February 2015
- Leanna House, Scotland Leman, Chao Han:
Bayesian visual analytics: BaVA. 1-13 - Chi Wai Yu, Bertrand S. Clarke:
Regular, median and Huber cross-validation: A computational comparison. 14-33 - Andrea Mercatanti
, Fan Li, Fabrizia Mealli:
Improving inference of Gaussian mixtures using auxiliary variables. 34-48 - Samiran Ghosh, Yazhen Wang:
Feature import vector machine: A general classifier with flexible feature selection. 49-63
Volume 8, Number 2, April 2015
- Jose-Miguel Yamal, Martial Guillaud, E. Neely Atkinson, Michele Follen, Calum MacAulay, Scott B. Cantor, Dennis D. Cox:
Prediction using hierarchical data: Applications for automated detection of cervical cancer. 65-74 - Sónia Dias, Paula Brito:
Linear regression model with histogram-valued variables. 75-113 - Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun:
Survival prediction and variable selection with simultaneous shrinkage and grouping priors. 114-127 - Zach Shahn, Patrick B. Ryan, David Madigan:
Predicting health outcomes from high-dimensional longitudinal health histories using relational random forests. 128-136
Volume 8, Number 3, June 2015
Original Articles
- Vladimir Vapnik, Igor Braga, Rauf Izmailov:
Constructive setting for problems of density ratio estimation. 137-146 - Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, Duen Horng (Polo) Chau:
To catch a fake: Curbing deceptive Yelp ratings and venues. 147-161 - Santu Rana, Sunil Gupta, Dinh Q. Phung, Svetha Venkatesh:
A predictive framework for modeling healthcare data with evolving clinical interventions. 162-182 - Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos:
Summarizing and understanding large graphs. 183-202
Volume 8, Number 4, August 2015
- Hadley Wickham, Dianne Cook, Heike Hofmann:
Visualizing statistical models: Removing the blindfold. 203-225
- Genevera I. Allen, Frederick Campbell, Yue Hu:
Comments on "visualizing statistical models": Visualizing modern statistical methods for Big Data. 226-228 - Catherine Hurley:
Discussion of "visualizing statistical models: Removing the blindfold". 229-231 - Nathalie Villa-Vialaneix, Anne Ruiz-Gazen:
Beyond multidimensional data in model visualization: High-dimensional and complex nonnumeric data. 232-239 - Prasad Patil, Jeffrey T. Leek:
Discussion of "visualizing statistical models: Removing the blindfold". 240-241 - Hadley Wickham, Dianne Cook, Heike Hofmann:
Authors' response to discussants. 242-244
- Tanay Kumar Saha, Mohammad Al Hasan:
FS3: A sampling based method for top-k frequent subgraph mining. 245-261
Volume 8, Numbers 5-6, October / December 2015
Editorial
- Kary L. Myers:
CoDA 2014 special issue: Exploring data-focused research across the department of energy. 263
- Paul G. Constantine, Brian R. Zaharatos, Mark Campanelli:
Discovering an active subspace in a single-diode solar cell model. 264-273 - Brian P. Weaver, Richard L. Warr, Christine M. Anderson-Cook, David M. Higdon:
Visualizing discrepancies from nonlinear models and computer experiments. 274-286 - Mark D. Rintoul, Andrew T. Wilson:
Trajectory analysis via a geometric feature space approach. 287-301 - C. Shane Reese, Brittany S. Spencer, Erika L. Ball:
Modeling supernovae light curves: An application of hierarchical smoothing splines. 302-313 - Jessica L. Chapman, Lu Lu, Christine M. Anderson-Cook:
Impact of response variability on Pareto front optimization. 314-328 - Brian R. Zaharatos, Mark Campanelli, Luis Tenorio:
On the estimability of the PV single-diode model parameters. 329-339 - David J. Stracuzzi, Randy C. Brost, Cynthia A. Phillips, David G. Robinson, Alyson G. Wilson, Diane Myung-kyung Woodbridge:
Computing quality scores and uncertainty for approximate pattern matching in geospatial semantic graphs. 340-352 - Joseph Sexton, Curtis B. Storlie, Joshua Neil:
Attack chain detection. 353-363 - Christine M. Anderson-Cook, Tom Burr, Michael S. Hamada, Edward V. Thomas:
Statistical analysis for nuclear forensics experiments. 364-377
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