Journal: Statistical Analysis and Data Mining

Volume 16, Issue 6

511 -- 527Moonsoo Jang, Soyoung Park, Alicia L. Carriquiry. A finely tuned deep transfer learning algorithm to compare outsole images
528 -- 546Federico Veneri, Danica M. Ommen. Ensemble learning for score likelihood ratios under the common source problem
547 -- 559Gabriel Lozano, Nadia Atallah, Michael Levine. Nonparametric clustering of RNA-sequencing data
560 -- 568Dylan C. Friel, Yunzhe Li, Benjamin Ellis, Daniel R. Jeske, Herbert K. H. Lee, Philip H. Kass. A neutral zone classifier for three classes with an application to text mining
569 -- 582Xiaoqiang Zhao, Qinglei Yao. An Improved D2GAN-based oversampling algorithm for imbalanced data classification
583 -- 595Petr A. Koldanov, Alexander P. Koldanov, D. P. Semenov. Confidence bounds for threshold similarity graph in random variable network

Volume 16, Issue 5

411 -- 435Abdelkader Mokkadem, Mariane Pelletier, Louis Raimbault. Association rules and decision rules
436 -- 455Wentao Qu, Xianchao Xiu, Jun Sun, Lingchen Kong. A new formulation of sparse multiple kernel k$$ k $$-means clustering and its applications
456 -- 473Gaurav Agarwal, Idris A. Eckley, Paul Fearnhead. Semiparametric detection of changepoints in location, scale, and copula
474 -- 487Pascal Kilian, Daniel Leyhr, Christopher J. Urban, Oliver Höner, Augustin Kelava. A deep learning factor analysis model based on importance-weighted variational inference and normalizing flow priors: Evaluation within a set of multidimensional performance assessments in youth elite soccer players
488 -- 506Ryan B. Christianson, Ryan M. Pollyea, Robert B. Gramacy. Traditional kriging versus modern Gaussian processes for large-scale mining data

Volume 16, Issue 4

317 -- 318Chiara Bocci, Anna Gottard, Thomas Brendan Murphy, Giovanni Camillo Porzio. CLADAG 2021 special issue: Selected papers on classification and data analysis
319 -- 335Francesca Greselin, Alina Jedrzejczak, Kamila Trzcinska. A new parametric approach to gender gap with application to EUSILC data in Poland and Italy
336 -- 347Francesca Condino. Share density-based clustering of income data
348 -- 357Xi Yu, Florian Schuberth, Jörg Henseler. Specifying composites in structural equation modeling: A refinement of the Henseler-Ogasawara specification
358 -- 373Petra Laketa, Stanislav Nagy. Simplicial depth: Characterization and reconstruction
374 -- 390Stanislav Nagy. Simplicial depth and its median: Selected properties and limitations
391 -- 405Maurizio Carpita, Silvia Golia. Categorical classifiers in multiclass classification with imbalanced datasets

Volume 16, Issue 3

215 -- 223Gabor Hannak, Gábor Horváth, Attila Kádár, Márk Dániel Szalai. Bilateral-Weighted Online Adaptive Isolation Forest for anomaly detection in streaming data
224 -- 236Zhan Liu, Junbo Zheng, Yingli Pan. Doubly robust estimation for non-probability samples with modified intertwined probabilistic factors decoupling
237 -- 256Seonghyeon Kim, Sara Kim, Kunwoong Kim, Yongdai Kim. q regularization for fair artificial intelligence robust to covariate shift
257 -- 271Insung Um, Geonseok Lee, Kichun Lee 0001. Adaptive boosting for ordinal target variables using neural networks
272 -- 294Han Yan, Sanguo Zhang, Shuangge Ma. Hierarchy-assisted gene expression regulatory network analysis
295 -- 304Lixiang Zhang, Jia Li. Robust deep neural network surrogate models with uncertainty quantification via adversarial training
305 -- 312Zichang Li, Xuejing Zhao. Buckley-James estimation of generalized additive accelerated lifetime model with ultrahigh-dimensional data

Volume 16, Issue 2

97 -- 119Yaqian Gao, Yifan Huang, Shengwang Meng. Evaluation and interpretation of driving risks: Automobile claim frequency modeling with telematics data
120 -- 134Changgee Chang, Zongyu Dai, Jihwan Oh, Qi Long. Integrative learning of structured high-dimensional data from multiple datasets
135 -- 148David B. Dahl, Jacob Andros, J. Brandon Carter. Cluster analysis via random partition distributions
149 -- 161Zhe Cheng, Xiangjian Xu, Zihao Song, Weihua Zhao. Randomized algorithms for tensor response regression
162 -- 186Rafael Savvides, Jarmo Mäkelä, Kai Puolamäki. Model selection with bootstrap validation
187 -- 209Runxin Li, Xuefeng Zhao, Zhenhong Shang, Lianyin Jia. Semi-supervised multi-label learning with missing labels by exploiting feature-label correlations

Volume 16, Issue 1

5 -- 15Weijun Xu, Zhineng Fu, Hongyi Li, Jinglong Huang, Weidong Xu, Yiyang Luo. A study of the impact of COVID-19 on the Chinese stock market based on a new textual multiple ARMA model
16 -- 28Zarina Oflaz, Ceylan Yozgatligil, A. Sevtap Selcuk-Kestel. Estimation of disease progression for ischemic heart disease using latent Markov with covariates
29 -- 44Alaettin Zubaroglu, Volkan Atalay. Online embedding and clustering of evolving data streams
45 -- 64Siyu Zhou, Lucas Mentch. Trees, forests, chickens, and eggs: when and why to prune trees in a random forest
65 -- 79Silvia Golia, Paola Zola. An auxiliary Part-of-Speech tagger for blog and microblog cyber-slang
80 -- 91Peng Lai, Qing-Di, Zhezi Shen, Yanqiu Zhou. Feature screening of ultrahigh dimensional longitudinal data based on the C-statistic
92 -- 0. Corrigendum