The DOI matches its Crossref record; 6 of the 6 references it cites were found in a registry or an index.
From model-based control to data-driven control: Survey, classification and perspective
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Citations
Cites
A New Approach to Linear Filtering and Prediction Problems
Kalman, R. E. (1960) · Journal of Basic Engineering · doi:10.1115/1.3662552 · Cited by 31,751
Watkins, C. J. C. H., & Dayan, P. (1992) · Machine Learning · doi:10.1007/bf00992698 · Cited by 9,083
Multivariate stochastic approximation using a simultaneous perturbation gradient approximation
Spall, J. C. (1992) · IEEE Transactions on Automatic Control · doi:10.1109/9.119632 · Cited by 2,283
Al-Tamimi, A., Lewis, F. L., & Abu-Khalaf, M. (2007) · Automatica · doi:10.1016/j.automatica.2006.09.019 · Cited by 611
Adaptive stochastic approximation by the simultaneous perturbation method
Spall, J. C. (2000) · IEEE Transactions on Automatic Control · doi:10.1109/tac.2000.880982 · Cited by 424
Model free adaptive control with data dropouts
Hou, Z., & Bu, X. (2011) · Expert Systems with Applications · doi:10.1016/j.eswa.2011.01.158 · Cited by 109
Self-citation
Cited by
Data-based techniques focused on modern industry: An overview
Yin, S., Li, X., Gao, H., & Kaynak, O. (2015) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2014.2308133 · Cited by 1,025
Hossain Lipu, M. S., Hannan, M. A., Hussain, A., Ayob, A., Saad, M. H. M., Karim, T. F., & How, D. N. T. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.124110 · Cited by 378
Data-driven predictive control for unlocking building energy flexibility: A review
Kathirgamanathan, A., De Rosa, M., Mangina, E., & Finn, D. P. (2021) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2020.110120 · Cited by 321
Qi, G., Li, X., & Chen, Z. (2022) · IEEE Transactions on Systems, Man, and Cybernetics: Systems · doi:10.1109/tsmc.2021.3054790 · Cited by 123
Fault-Diagnosis and Fault-Tolerant-Control in Industrial Processes and Electrical Drives
Orłowska-Kowalska, T., Kowalski, C. T., & Dybkowski, M. (2017) · Studies in Systems, Decision and Control · doi:10.1007/978-3-319-45735-2_5 · Cited by 21
Metadata
- Authors
- Hou, Z.-S., & Wang, Z.
- Venue
- Information Sciences
- Publisher
- Elsevier BV
- Published
- 2013-06
- Volume
- 235
- Pages
- 3-35
- ISSN
- 0020-0255 (ISSN-L)
- OpenAlex
- W2040871222
- Cited by
- 1,405
- References
- 6
- FWCI
- 32.92
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: From model-based control to data-driven control: Survey, classification and perspective. https://app.cochat.ai/papers/10.1016/j.ins.2012.07.014
- The paper
- Hou, Z.-S., & Wang, Z. (2013). From model-based control to data-driven control: Survey, classification and perspective. Information Sciences. https://doi.org/10.1016/j.ins.2012.07.014
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
