Journal: Statistical Analysis and Data Mining

Volume 7, Issue 6

413 -- 0David Madigan. Editorial
414 -- 417William S. Cleveland. Data science: An action plan for expanding the technical areas of the field of statistics
418 -- 419Steven L. Scott. Carpe Datum! Comment on 'data science: An action plan for expanding the technical areas of the field of statistics'
420 -- 422Kary Myers, Scott Vander Wiel. Discussion of 'data science: An action plan for expanding the technical areas of the field of statistics'
423 -- 424Michael J. Kane. Cleveland's action plan and the development of data science over the last 12 years
425 -- 433William S. Cleveland, Ryan Hafen. Divide and recombine (D&R): Data science for large complex data
434 -- 449Cameron A. MacKenzie, Theodore B. Trafalis, Kash Barker. A Bayesian beta kernel model for binary classification and online learning problems
450 -- 470Christopher Minas, Giovanni Montana. Distance-Based Analysis of Variance: Approximate Inference

Volume 7, Issue 5

323 -- 336Joseph Kang, Xiaogang Su, Lei Liu, Martha L. Daviglus. Causal inference of interaction effects with inverse propensity weighting, G-computation and tree-based standardization
337 -- 351Jennifer C. Nelson, Susan M. Shortreed, Onchee Yu, Do Peterson, Roger Baxter, Bruce Fireman, Ned Lewis, Dave McClure, Eric Weintraub, Stan Xu, Lisa A. Jackson. Integrating database knowledge and epidemiological design to improve the implementation of data mining methods that evaluate vaccine safety in large healthcare databases
352 -- 367Marianthi Markatou, Robert Ball. A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems
368 -- 375Riley Franks, Sukhminder Sandhu, Armen Avagyan, Yun Lu, Han Hong, Bruno Garcia, Christopher Worrall, Jeffrey Kelman, Robert Ball, Thomas MaCurdy. Robustness properties of a sequential test for vaccine safety in the presence of misspecification
376 -- 384Kenneth K. Lopiano, Robert L. Obenchain, S. Stanley Young. Fair treatment comparisons in observational research
385 -- 403Yolanda Hagar, David J. Albers, Rimma Pivovarov, Herbert S. Chase, Vanja Dukic, Noémie Elhadad. Survival analysis with electronic health record data: Experiments with chronic kidney disease
404 -- 412Tyler H. McCormick, Rebecca Ferrell, Alan F. Karr, Patrick B. Ryan. Big data, big results: Knowledge discovery in output from large-scale analytics

Volume 7, Issue 4

227 -- 228Jennifer Dy, Zhi-Hua Zhou. Editorial to the Special Issue of Selected Papers of SDM 2013
229 -- 253Ryan R. Curtin, Parikshit Ram. Dual-tree fast exact max-kernel search
254 -- 271Liang Ge, Jing Gao, Hung Q. Ngo, Kang Li, Aidong Zhang. On handling negative transfer and imbalanced distributions in multiple source transfer learning
272 -- 281Zubin Abraham, Pang-Ning Tan, Perdinan, Julie A. Winkler, Shiyuan Zhong, Malgorzata Liszewska. Contour regression: A distribution-regularized regression framework for climate modeling
282 -- 293Ben Tan, ErHeng Zhong, Evan Wei Xiang, Qiang Yang 0001. Multi-transfer: Transfer learning with multiple views and multiple sources
294 -- 307C. Seshadhri, Ali Pinar, Tamara G. Kolda. Wedge sampling for computing clustering coefficients and triangle counts on large graphs
308 -- 321Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang, Yue Lu. Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks

Volume 7, Issue 3

161 -- 174Xiaoxiao Shi, Jean-François Paiement, David Grangier, Philip S. Yu. GBC: Gradient boosting consensus model for heterogeneous data
175 -- 193Khaled Alotaibi, Victor J. Rayward-Smith, Beatriz de la Iglesia. Nonmetric multidimensional scaling: A perturbation model for privacy-preserving data clustering
194 -- 211Nafees Anwar, Geoff Jones, Siva Ganesh. Measurement of data complexity for classification problems with unbalanced data
212 -- 225Ji Meng Loh. Spatial detection of anomalous cellular network events

Volume 7, Issue 2

93 -- 110Boris Cule, Nikolaj Tatti, Bart Goethals. MARBLES: Mining association rules buried in long event sequences
111 -- 124Richard A. Levine, Juanjuan Fan, Xiaogang Su, Martha E. Nunn. Bayesian survival trees for clustered observations, applied to tooth prognosis
125 -- 139Murad Badarna, Ran Wolff. Fast and accurate detection of changes in data streams
140 -- 159Cong Liu, Tao Shi, Yoonkyung Lee. Two tales of variable selection for high dimensional regression: Screening and model building

Volume 7, Issue 1

1 -- 13Dongryeol Lee, Piyush Sao, Richard W. Vuduc, Alexander G. Gray. A distributed kernel summation framework for general-dimension machine learning
14 -- 33Charu C. Aggarwal, Yan Xie, Philip S. Yu. A framework for dynamic link prediction in heterogeneous networks
34 -- 52Hoang Thanh Lam, Fabian Mörchen, Dmitriy Fradkin, Toon Calders. Mining Compressing Sequential Patterns
53 -- 69Houtao Deng, Mustafa Gokce Baydogan, George C. Runger. SMT: Sparse multivariate tree
70 -- 92Bibudh Lahiri, Srikanta Tirthapura, Jaideep Chandrashekar. Space-efficient tracking of persistent items in a massive data stream