Statistical Analysis and Data Mining The ASA Data Science Journal
Latest Publications

TOTAL DOCUMENTS

570

(FIVE YEARS 158)

H-INDEX

28

(FIVE YEARS 3)

Published By Wiley (John Wiley & Sons)

1932-1872, 1932-1864

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Development and validation of models for two‐week mortality of inpatients with COVID ‐19 infection: A large prospective cohort study

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11572 ◽

2022 ◽

Author(s):

Mohammad Fathi ◽

Nader Markazi Moghaddam ◽

Leila Kheyrati

Keyword(s):

Cohort Study ◽

Prospective Cohort Study ◽

Prospective Cohort ◽

Validation Of Models ◽

Large Prospective Cohort Study ◽

Development And Validation ◽

Large Prospective Cohort

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Issue Information

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11516 ◽

2022 ◽

Vol 15 (1) ◽

pp. 1-4

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Weighted AutoEncoding recommender system

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11571 ◽

2022 ◽

Author(s):

Shuying Zhu ◽

Weining Shen ◽

Annie Qu

Keyword(s):

Recommender System

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A tutorial on generative adversarial networks with application to classification of imbalanced data

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11570 ◽

2021 ◽

Author(s):

Yuxiao Huang ◽

Kara G. Fields ◽

Yan Ma

Keyword(s):

Imbalanced Data ◽

Generative Adversarial Networks ◽

Adversarial Networks

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Portability analysis of data mining models for fog events forecasting

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11568 ◽

2021 ◽

Author(s):

Gaetano Zazzaro

Keyword(s):

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Measure inducing classification and regression trees for functional data

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11569 ◽

2021 ◽

Author(s):

Edoardo Belli ◽

Simone Vantini

Keyword(s):

Functional Data ◽

Regression Trees ◽

Classification And Regression Trees ◽

Classification And Regression

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Feature selection for imbalanced data with deep sparse autoencoders ensemble

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11567 ◽

2021 ◽

Author(s):

Michela Carlotta Massi ◽

Francesca Gasperoni ◽

Francesca Ieva ◽

Anna Maria Paganoni

Keyword(s):

Feature Selection ◽

Imbalanced Data ◽

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Handwriting identification using random forests and score‐based likelihood ratios

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11566 ◽

2021 ◽

Author(s):

Madeline Quinn Johnson ◽

Danica M. Ommen

Keyword(s):

Random Forests ◽

Likelihood Ratios

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Efficient importance sampling imputation algorithms for quantile and composite quantile regression

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11565 ◽

2021 ◽

Author(s):

Hao Cheng

Keyword(s):

Quantile Regression ◽

Importance Sampling ◽

Composite Quantile Regression

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Neural‐network transformation models for counting processes

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11564 ◽

2021 ◽

Author(s):

Rongzi Liu ◽

Chenxi Li ◽

Qing Lu

Keyword(s):

Neural Network ◽

Counting Processes ◽

Transformation Models ◽

Network Transformation

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