Enhancing multivariate quality monitoring: Integrating LSTM and MLS-SVR with Max-MCUSUM frameworks

Muhammad Ahsan, Muhammad Romiz Rofan Hakim, Syafi’ Bariq’ Syihabuddin Hidayatullah, Muhammad Hisyam Lee

Open source

DOI
10.1016/j.mex.2026.104197
Published
2026-12
Container
MethodsX
Publisher
Elsevier BV
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1016/j.mex.2026.104197,
  title = {Enhancing multivariate quality monitoring: Integrating LSTM and MLS-SVR with Max-MCUSUM frameworks},
  author = {Muhammad Ahsan and Muhammad Romiz Rofan Hakim and Syafi’ Bariq’ Syihabuddin Hidayatullah and Muhammad Hisyam Lee},
  year = {2026},
  journal = {MethodsX},
  doi = {10.1016/j.mex.2026.104197},
  url = {https://doi.org/10.1016/j.mex.2026.104197}
}

RIS

TY  - JOUR
TI  - Enhancing multivariate quality monitoring: Integrating LSTM and MLS-SVR with Max-MCUSUM frameworks
AU  - Muhammad Ahsan
AU  - Muhammad Romiz Rofan Hakim
AU  - Syafi’ Bariq’ Syihabuddin Hidayatullah
AU  - Muhammad Hisyam Lee
PY  - 2026
JO  - MethodsX
DO  - 10.1016/j.mex.2026.104197
UR  - https://doi.org/10.1016/j.mex.2026.104197
ER  - 

APA

Ahsan, M., Hakim, M. R. R., Hidayatullah, S. B. S., & Lee, M. H. (2026). Enhancing multivariate quality monitoring: Integrating LSTM and MLS-SVR with Max-MCUSUM frameworks. MethodsX. https://doi.org/10.1016/j.mex.2026.104197

Source records