Monotonicity constraints in neural networks: A survey and future directions

Junpeng Sun, Juan Luis Suárez, Weiping Ding, Salvador García

Open source

DOI: 10.1016/j.neunet.2026.109832
Published: 2027-02
Container: Neural Networks
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.neunet.2026.109832,
  title = {Monotonicity constraints in neural networks: A survey and future directions},
  author = {Junpeng Sun and Juan Luis Suárez and Weiping Ding and Salvador García},
  year = {2027},
  journal = {Neural Networks},
  doi = {10.1016/j.neunet.2026.109832},
  url = {https://doi.org/10.1016/j.neunet.2026.109832}
}

RIS

TY  - JOUR
TI  - Monotonicity constraints in neural networks: A survey and future directions
AU  - Junpeng Sun
AU  - Juan Luis Suárez
AU  - Weiping Ding
AU  - Salvador García
PY  - 2027
JO  - Neural Networks
DO  - 10.1016/j.neunet.2026.109832
UR  - https://doi.org/10.1016/j.neunet.2026.109832
ER  -

APA

Sun, J., Suárez, J. L., Ding, W., & García, S. (2027). Monotonicity constraints in neural networks: A survey and future directions. Neural Networks. https://doi.org/10.1016/j.neunet.2026.109832

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crossref · retrieved 2026-11-09T10:57:37.931Z