The DOI matches its Crossref record; 30 of the 30 references it cites were found in a registry or an index.
Root mean square error or mean absolute error? Use their ratio as well
Overview
The claims and statistics of this paper haven’t been checked yet.
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Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Boyd, S., & Vandenberghe, L. (2004) · doi:10.1017/cbo9780511804441 · Cited by 56,601
Deterministic Nonperiodic Flow
Lorenz, E. N. (1963) · Journal of the Atmospheric Sciences · doi:10.1175/1520-0469(1963)020<0130:dnf>2.0.co;2 · Cited by 19,398
Chai, T., & Draxler, R. R. (2014) · Geoscientific Model Development · doi:10.5194/gmd-7-1247-2014 · Cited by 7,178
Willmott, C., & Matsuura, K. (2005) · Climate Research · doi:10.3354/cr030079 · Cited by 6,512
Casella, G., & Berger, R. (2024) · Chapman & Hall/CRC eBooks · doi:10.1201/9781003456285 · Cited by 5,711
Time Series Analysis: Forecasting and Control.
Anderson, O. D., Box, G. E. P., & Jenkins, G. M. (1978) · The Statistician · doi:10.2307/2988198 · Cited by 5,298
WHO Child Growth Standards based on length/height, weight and age
WHO MULTICENTRE GROWTH REFERENCE STUDY GROUP, & de Onis, M. (2006) · Acta Paediatrica · doi:10.1111/j.1651-2227.2006.tb02378.x · Cited by 3,977
Analysis of Observed Chaotic Data
Abarbanel, H. D. I., & Gollub, J. P. (1996) · Physics Today · doi:10.1063/1.881528 · Cited by 1,821
Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
Karpatne, A., Atluri, G., Faghmous, J. H., Steinbach, M., Banerjee, A., Ganguly, A., Shekhar, S., Samatova, N., & Kumar, V. (2017) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2017.2720168 · Cited by 1,752
Maier, H. R., Jain, A., Dandy, G. C., & Sudheer, K. P. (2010) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2010.02.003 · Cited by 871
Cited by
Silvestri, S., Islam, S., Papastergiou, S., Tzagkarakis, C., & Ciampi, M. (2023) · Sensors · doi:10.3390/s23020651 · Cited by 76
Maarif, M. R., Saleh, A. R., Habibi, M., Fitriyani, N. L., & Syafrudin, M. (2023) · Information · doi:10.3390/info14050265 · Cited by 58
Optimal Sensor Placement for Structural Health Monitoring: A Comprehensive Review
Sun, Z., Mahmoodian, M., Sidiq, A., Jayasinghe, S., Shahrivar, F., & Setunge, S. (2025) · Journal of Sensor and Actuator Networks · doi:10.3390/jsan14020022 · Cited by 53
“The MSE measures absolute errors applied in various fields to compare model or estimated data with actual data [160].”
Metadata
- Authors
- Karunasingha, D. S. K.
- Venue
- Information Sciences
- Publisher
- Elsevier BV
- Published
- 2022-03
- Volume
- 585
- Pages
- 609-629
- ISSN
- 0020-0255 (ISSN-L)
- OpenAlex
- W3214840804
- Cited by
- 730
- References
- 30
- FWCI
- 50.13
- 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.
What counts as a claim ›How we measure confidence ›How we check this ›
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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: Root mean square error or mean absolute error? Use their ratio as well. https://app.cochat.ai/papers/10.1016/j.ins.2021.11.036
- The paper
- Karunasingha, D. S. K. (2022). Root mean square error or mean absolute error? Use their ratio as well. Information Sciences. https://doi.org/10.1016/j.ins.2021.11.036
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.
