Research Articles

Free Access
Rethinking Cost-Sensitive Classification in Deep Learning via Adversarial Data Augmentation

Pages:1–19

Published Online:February 28, 2024

https://doi.org/10.1287/ijds.2022.0033

Free Access
Spatio-Temporal Time Series Forecasting Using an Iterative Kernel-Based Regression

Pages:20–32

Published Online:April 16, 2024

https://doi.org/10.1287/ijds.2023.0019

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Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling

Pages:33–50

Published Online:September 19, 2024

https://doi.org/10.1287/ijds.2022.0028

Free Access
Hierarchical Multilabel Classification for Fine-Level Event Extraction from Aviation Accident Reports

Pages:51–66

Published Online:October 17, 2024

https://doi.org/10.1287/ijds.2022.0032

Free Access
Fair Collaborative Learning (FairCL): A Method to Improve Fairness amid Personalization

Pages:67–84

Published Online:December 4, 2024

https://doi.org/10.1287/ijds.2024.0029

Free Access
A Reduced Modeling Approach for Making Predictions with Incomplete Data Having Blockwise Missing Patterns

Pages:85–99

Published Online:November 26, 2024

https://doi.org/10.1287/ijds.2022.9016

Editorial Board

Free Access
Editorial Board

Pages:C2–C2

Published Online:February 25, 2025

https://doi.org/10.1287/ijds.2025.eb.v4n1

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