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Publication search results
found 51 matches
- 2022
- Shantanu Awasthi, Indranil Sengupta
, William Wilson, Prithviraj Lakkakula:
Machine learning and neural network based model predictions of soybean export shares from US Gulf to China. Stat. Anal. Data Min. 15(6): 707-721 (2022) - Edoardo Belli
, Simone Vantini
:
Measure inducing classification and regression trees for functional data. Stat. Anal. Data Min. 15(5): 553-569 (2022) - Abhishek Chakraborty
, Stephen B. Vardeman:
Some Bayesian biclustering methods: Modeling and inference. Stat. Anal. Data Min. 15(4): 413-432 (2022) - Hao Cheng
:
Efficient importance sampling imputation algorithms for quantile and composite quantile regression. Stat. Anal. Data Min. 15(3): 339-356 (2022) - Martha Lucía Corrales, Edilberto Cepeda Cuervo
:
Bayesian modeling of location, scale, and shape parameters in skew-normal regression models. Stat. Anal. Data Min. 15(1): 98-111 (2022) - Mai Dao, Min Wang
, Souparno Ghosh:
A novel Bayesian method for variable selection and estimation in binary quantile regression. Stat. Anal. Data Min. 15(6): 766-780 (2022) - Matthew Davidow
, David S. Matteson
:
Factor analysis of mixed data for anomaly detection. Stat. Anal. Data Min. 15(4): 480-493 (2022) - Anand Dixit
, Vivekananda Roy
:
Analyzing relevance vector machines using a single penalty approach. Stat. Anal. Data Min. 15(2): 143-155 (2022) - Karin S. Dorman
, Ranjan Maitra
:
An efficient k-modes algorithm for clustering categorical datasets. Stat. Anal. Data Min. 15(1): 83-97 (2022) - Mohammad Fathi
, Nader Markazi Moghaddam
, Leila Kheyrati:
Development and validation of models for two-week mortality of inpatients with COVID-19 infection: A large prospective cohort study. Stat. Anal. Data Min. 15(5): 586-597 (2022) - Jean Feng
, Noah Simon:
Ensembled sparse-input hierarchical networks for high-dimensional datasets. Stat. Anal. Data Min. 15(6): 736-750 (2022) - Alexander Tristan Maximilian Fisch, Idris A. Eckley
, Paul Fearnhead
:
A linear time method for the detection of collective and point anomalies. Stat. Anal. Data Min. 15(4): 494-508 (2022) - Sreelekha Guggilam
, Varun Chandola
, Abani K. Patra:
Tracking clusters and anomalies in evolving data streams. Stat. Anal. Data Min. 15(2): 156-178 (2022) - Yuxiao Huang, Kara G. Fields, Yan Ma
:
A tutorial on generative adversarial networks with application to classification of imbalanced data. Stat. Anal. Data Min. 15(5): 543-552 (2022) - Madeline Quinn Johnson
, Danica M. Ommen
:
Handwriting identification using random forests and score-based likelihood ratios. Stat. Anal. Data Min. 15(3): 357-375 (2022) - V. Roshan Joseph
:
Optimal ratio for data splitting. Stat. Anal. Data Min. 15(4): 531-538 (2022) - Yoonsuh Jung
, Hayoung Kim:
Weighted validation of heteroscedastic regression models for better selection. Stat. Anal. Data Min. 15(1): 57-68 (2022) - Krystyna Kiersztyn
:
Intuitively adaptable outlier detector. Stat. Anal. Data Min. 15(4): 463-479 (2022) - Woosung Kim, Seonghyeon Kim, Myung Hwan Na, Yongdai Kim
:
A modified least angle regression algorithm for interaction selection with heredity. Stat. Anal. Data Min. 15(5): 630-647 (2022) - Jessica Krepel, Magdalena Kircher, Moritz Kohls, Klaus Jung
:
Comparison of merging strategies for building machine learning models on multiple independent gene expression data sets. Stat. Anal. Data Min. 15(1): 112-124 (2022) - Peide Li, Seyyid Emre Sofuoglu
, Selin Aviyente
, Tapabrata Maiti:
Coupled support tensor machine classification for multimodal neuroimaging data. Stat. Anal. Data Min. 15(6): 797-818 (2022) - Linxi Li, Qin Wang
, Chenlu Ke
:
Local support vector machine based dimension reduction. Stat. Anal. Data Min. 15(6): 722-735 (2022) - Xijun Liang, Zhipeng Zhang, Xingke Chen, Ling Jian
:
Kernel learning with nonconvex ramp loss. Stat. Anal. Data Min. 15(6): 751-765 (2022) - Ziqiang Lin
, Eugene Laska, Carole Siegel:
A general iterative clustering algorithm. Stat. Anal. Data Min. 15(4): 433-446 (2022) - Rongzi Liu, Chenxi Li
, Qing Lu
:
Neural-network transformation models for counting processes. Stat. Anal. Data Min. 15(3): 322-338 (2022) - Tianmou Liu
, Han Yu
, Rachael Hageman Blair
:
Out-of-bag stability estimation for k-means clustering. Stat. Anal. Data Min. 15(6): 781-796 (2022) - Mengque Liu, Qingzhao Zhang, Shuangge Ma
:
A tree-based gene-environment interaction analysis with rare features. Stat. Anal. Data Min. 15(5): 648-674 (2022) - Haitao Liu, Jian Zou
, Nalini Ravishanker:
Biclustering high-frequency financial time series based on information theory. Stat. Anal. Data Min. 15(4): 447-462 (2022) - James P. Long
, Min Jin Ha:
Sample selection bias in evaluation of prediction performance of causal models. Stat. Anal. Data Min. 15(1): 5-14 (2022) - Hadrien Lorenzo
, Olivier Cloarec, Rodolphe Thiébaut, Jérôme Saracco:
Data-driven sparse partial least squares. Stat. Anal. Data Min. 15(2): 264-282 (2022)
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