DEEL: An imbalanced binary data classification method based on diffusion model data augmentation and multi-objective optimization ensemble.

Hongwei Ding|Songyu Wang|Xiaoming Yuan|Nana Huang|Xiaohui Cui


Anthology ID:DBLP:journals/ipm/DingWYHC26
Year:2026
Venue:Information Processing and Management
Pages:104537
URL:https://doi.org/10.1016/J.IPM.2025.104537
DOI:https://doi.org/10.1016/J.IPM.2025.104537
DBLP:journals/ipm/DingWYHC26
BibTeX:
@article{ding-2026-deel, author = {Hongwei Ding and Songyu Wang and Xiaoming Yuan and Nana Huang and Xiaohui Cui}, title = {{DEEL: An imbalanced binary data classification method based on diffusion model data augmentation and multi-objective optimization ensemble}}, journal = {Information Processing and Management}, volume = {63}, number = {4}, pages = {104537}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2025.104537}, doi = {https://doi.org/10.1016/J.IPM.2025.104537} }