default search action
Statistical Analysis and Data Mining, Volume 15
Volume 15, Number 1, February 2022
- James P. Long
, Min Jin Ha:
Sample selection bias in evaluation of prediction performance of causal models. 5-14
- Jun Zhang
Modal linear regression models with multiplicative distortion measurement errors. 15-42 - Olga Permiakova
Sketched Stochastic Dictionary Learning for large-scale data and application to high-throughput mass spectrometry. 43-56 - Yoonsuh Jung
Weighted validation of heteroscedastic regression models for better selection. 57-68 - Yifan Zhao
Predictive models with end user preference. 69-82 - Karin S. Dorman
An efficient k-modes algorithm for clustering categorical datasets. 83-97 - Martha Lucía Corrales, Edilberto Cepeda Cuervo
Bayesian modeling of location, scale, and shape parameters in skew-normal regression models. 98-111 - Jessica Krepel, Magdalena Kircher, Moritz Kohls, Klaus Jung
Comparison of merging strategies for building machine learning models on multiple independent gene expression data sets. 112-124 - Yannis G. Yatracos
Residual's influence index (RINFIN), bad leverage and unmasking in high dimensional L2-regression. 125-138
Volume 15, Number 2, April 2022
- Anand Dixit
Analyzing relevance vector machines using a single penalty approach. 143-155 - Sreelekha Guggilam
Tracking clusters and anomalies in evolving data streams. 156-178 - Shu-Mei Wan, Wen-Yaw Chung, Monica Mayeni Manurung
Regrouped design in privacy analysis for multinomial microdata. 179-192 - Hoyoung Park
High-dimensional classification based on nonparametric maximum likelihood estimation under unknown and inhomogeneous variances. 193-205 - Wangshu Tu, Sanjeena Subedi
A family of mixture models for biclustering. 206-224 - Xiong Lyu, Michael Ludkovski
Adaptive batching for Gaussian process surrogates with application in noisy level set estimation. 225-246 - Qiang Xia, Heung Wong, Shirun Shen
Factor analysis for high-dimensional time series: Consistent estimation and efficient computation. 247-263 - Hadrien Lorenzo
Data-driven sparse partial least squares. 264-282
Volume 15, Number 3, June 2022
- Susan Wei
The fairness-accuracy Pareto front. 287-302 - Min Zhang
Multi-scale affinities with missing data: Estimation and applications. 303-313 - Xinkai Zhou, Jin J. Zhou, Hua Zhou
Bag of little bootstraps for massive and distributed longitudinal data. 314-321 - Rongzi Liu, Chenxi Li
Neural-network transformation models for counting processes. 322-338 - Hao Cheng
Efficient importance sampling imputation algorithms for quantile and composite quantile regression. 339-356 - Madeline Quinn Johnson
Handwriting identification using random forests and score-based likelihood ratios. 357-375 - Michela Carlotta Massi
Feature selection for imbalanced data with deep sparse autoencoders ensemble. 376-395 - Gaetano Zazzaro
Portability analysis of data mining models for fog events forecasting. 396-408
Volume 15, Number 4, August 2022
- Abhishek Chakraborty
Some Bayesian biclustering methods: Modeling and inference. 413-432 - Ziqiang Lin
A general iterative clustering algorithm. 433-446 - Haitao Liu
Biclustering high-frequency financial time series based on information theory. 447-462 - Krystyna Kiersztyn
Intuitively adaptable outlier detector. 463-479 - Matthew Davidow
Factor analysis of mixed data for anomaly detection. 480-493 - Alexander Tristan Maximilian Fisch, Idris A. Eckley
A linear time method for the detection of collective and point anomalies. 494-508 - Weidong Rao, Xiaofei Liu, Fei Chen
Local influence analysis for the sliced average third-moment estimation. 509-520 - Fei Sha, Ruizhi Zhang
Adversarially robust subspace learning in the spiked covariance model. 521-530 - V. Roshan Joseph
Optimal ratio for data splitting. 531-538
Volume 15, Number 5, October 2022
- Yuxiao Huang, Kara G. Fields, Yan Ma
A tutorial on generative adversarial networks with application to classification of imbalanced data. 543-552
- Edoardo Belli
Measure inducing classification and regression trees for functional data. 553-569 - Shuying Zhu, Weining Shen
Weighted AutoEncoding recommender system. 570-585 - Mohammad Fathi
Development and validation of models for two-week mortality of inpatients with COVID-19 infection: A large prospective cohort study. 586-597 - Akhil Vakayil
Data Twinning. 598-610 - Jami J. Mulgrave
Regression-based Bayesian estimation and structure learning for nonparanormal graphical models. 611-629 - Woosung Kim, Seonghyeon Kim, Myung Hwan Na, Yongdai Kim
A modified least angle regression algorithm for interaction selection with heredity. 630-647 - Mengque Liu, Qingzhao Zhang, Shuangge Ma
A tree-based gene-environment interaction analysis with rare features. 648-674
Volume 15, Number 6, December 2022
- Jianhong Zhou, Alan T. K. Wan, Dalei Yu
Frequentist model averaging for zero-inflated Poisson regression models. 679-691 - Zhengtian Zhu
Distributed dimension reduction with nearly oracle rate. 692-706 - Shantanu Awasthi, Indranil Sengupta
Machine learning and neural network based model predictions of soybean export shares from US Gulf to China. 707-721 - Linxi Li, Qin Wang
Local support vector machine based dimension reduction. 722-735 - Jean Feng
Ensembled sparse-input hierarchical networks for high-dimensional datasets. 736-750 - Xijun Liang, Zhipeng Zhang, Xingke Chen, Ling Jian
Kernel learning with nonconvex ramp loss. 751-765 - Mai Dao, Min Wang
A novel Bayesian method for variable selection and estimation in binary quantile regression. 766-780 - Tianmou Liu
Out-of-bag stability estimation for k-means clustering. 781-796 - Peide Li, Seyyid Emre Sofuoglu
Coupled support tensor machine classification for multimodal neuroimaging data. 797-818
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-12-16 22:26 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: