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Statistical Analysis and Data Mining, Volume 10
Volume 10, Number 1, February 2017
Editorial
- Paolo Giudici, Francesca Greselin
, Thomas Brendan Murphy, Carla Rampichini
:
CLADAG 2015 special issue: Selected papers on classification and data analysis. 5
- Giancarlo Ragozini
, Francesco Palumbo
, Maria Rosaria D'Esposito:
Archetypal analysis for data-driven prototype identification. 6-20 - Tonio Di Battista
, Francesca Fortuna
:
Functional confidence bands for lichen biodiversity profiles: A case study in Tuscany region (central Italy). 21-28 - Fulvia Pennoni, Isabella Romeo:
Latent Markov and growth mixture models for ordinal individual responses with covariates: A comparison. 29-39 - Corrado Loglisci, Donato Malerba:
Leveraging temporal autocorrelation of historical data for improving accuracy in network regression. 40-53
- Laura Parisi:
Dynamic hierarchical models for monetary transmission. 54-71
Volume 10, Number 2, April 2017
- Mia Hubert
, Tim Verdonck, Özlem Yorulmaz:
Fast robust SUR with economical and actuarial applications. 77-88 - Francesco Giordano, Michele La Rocca, Maria Lucia Parrella:
Clustering complex time-series databases by using periodic components. 89-106
- Yu Cheng, Ankit Agrawal
, Huan Liu, Alok N. Choudhary:
Legislative prediction with dual uncertainty minimization from heterogeneous information. 107-120 - Chen Chen
, Hanghang Tong
:
On the eigen-functions of dynamic graphs: Fast tracking and attribution algorithms. 121-135 - Theodoros Rekatsinas
, Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
:
Forecasting rare disease outbreaks from open source indicators. 136-150
Volume 10, Number 3, June 2017
Original Articles
- Bruce Bugbee, Caleb Phillips, Hilary Egan, Ryan Elmore, Kenny Gruchalla
, Avi Purkayastha:
Prediction and characterization of application power use in a high-performance computing environment. 155-165 - David H. Collins
, Brian P. Weaver, Michael S. Hamada:
Panning for gold: Enhancing the precision of sensitivity test data. 166-181 - Alexander D. Bolton, Christine M. Anderson-Cook:
APT malware static trace analysis through bigrams and graph edit distance. 182-193
Volume 10, Number 4, August 2017
Original Articles
- Katherine M. Simonson
, R. Derek West, Ross L. Hansen, Thomas E. LaBruyere III, Mark H. Van Benthem:
A statistical approach to combining multisource information in one-class classifiers. 199-210 - James Theiler
, Beate G. Zimmer:
Selecting the selector: Comparison of update rules for discrete global optimization. 211-229 - Ryan Nora
, Jayson Luc Peterson, Brian K. Spears, John Everett Field, Scott Brandon:
Ensemble simulations of inertial confinement fusion implosions. 230-237
Volume 10, Number 5, October 2017
Original Articles
- Paul G. Constantine
, Alireza Doostan:
Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. 243-262 - Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar, Zhenyu Huang, Guang Lin, Shuai Lu, Shaobu Wang
:
Comparative study of clustering techniques for real-time dynamic model reduction. 263-276 - Carène Larmat
, Monica Maceira
, David M. Higdon, Dale N. Anderson:
Joining statistics and geophysics for assessment and uncertainty quantification of three-dimensional seismic Earth models. 277-289 - Giuliana Pallotta
, Goran Konjevod
, Jose Cadena
, Phan Nguyen
:
Context-aided analysis of community evolution in networks. 290-311 - Andrew G. Salinger, Paul G. Constantine
, John N. Shadid, Timothy Wildey
:
Dimension reduction in magnetohydrodynamics power generation models: Dimensional analysis and active subspaces. 312-325 - Maruti Kumar Mudunuru
, Satish Karra
, Nataliia Makedonska, Ting Chen:
Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. 326-342 - Diane Oyen
, Blake Anderson, Kari Sentz, Christine M. Anderson-Cook:
Order priors for Bayesian network discovery with an application to malware phylogeny. 343-358
Volume 10, Number 6, December 2017
- Fei Tang, Hemant Ishwaran
:
Random forest missing data algorithms. 363-377 - Chang Xu, Sounak Chakraborty:
Bayesian kernel machine models for testing genetic pathway effects in prostate cancer prognosis. 378-392 - Qiwei Li
, Michele Guindani
, Brian J. Reich
, Howard D. Bondell
, Marina Vannucci:
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. 393-409 - Livio Fenga:
A wavelet threshold denoising procedure for multimodel predictions: An application to economic time series. 410-421 - Bin Li
, Qingzhao Yu
:
A nonparametric test of independence between 2 variables. 422-435 - Stephanie Aerts, Ines Wilms
:
Cellwise robust regularized discriminant analysis. 436-447
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