The DOI matches its Crossref record; 50 of the 50 references it cites were found in a registry or an index.
An improved method to construct basic probability assignment based on the confusion matrix for classification problem
Overview
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.
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
A Mathematical Theory of Evidence
Shafer, G. (2020) · Princeton University Press eBooks · doi:10.2307/j.ctv10vm1qb · Cited by 11,711
Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences
Li, W., & Godzik, A. (2006) · Bioinformatics · doi:10.1093/bioinformatics/btl158 · Cited by 11,410
Upper and Lower Probabilities Induced by a Multivalued Mapping
Dempster, A. P. (1967) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177698950 · Cited by 6,126
Upper and Lower Probabilities Induced by a Multivalued Mapping
Dempster, A. P. (2008) · Studies in Fuzziness and Soft Computing · doi:10.1007/978-3-540-44792-4_3 · Cited by 5,296
Encyclopedia of Machine Learning
(2010) · Springer eBooks · doi:10.1007/978-0-387-30164-8 · Cited by 3,465
The structure and dynamics of multilayer networks
Boccaletti, S., Bianconi, G., Criado, R., del Genio, C. I., Gómez-Gardeñes, J., Romance, M., Sendiña-Nadal, I., Wang, Z., & Zanin, M. (2014) · Physics Reports · doi:10.1016/j.physrep.2014.07.001 · Cited by 3,125
The structure and dynamics of multilayer networksPreprint
Wangk, Z., & Zaninm, M. (2016) · Cited by 3,001
Smets, P., & Kennes, R. (1994) · Artificial Intelligence · doi:10.1016/0004-3702(94)90026-4 · Cited by 2,216
Methods of combining multiple classifiers and their applications to handwriting recognition
Xu, L., Krzyzak, A., & Suen, C. Y. (1992) · IEEE Transactions on Systems, Man, and Cybernetics · doi:10.1109/21.155943 · Cited by 2,179
A mathematical theory of evidence
Rota, G. (1977) · Advances in Mathematics · doi:10.1016/0001-8708(77)90069-x · Cited by 1,802
Cited by
Ahmad, Z., Shahid Khan, A., Wai Shiang, C., Abdullah, J., & Ahmad, F. (2021) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.4150 · Cited by 1,288
Boosting methods for multi-class imbalanced data classification: an experimental review
Tanha, J., Abdi, Y., Samadi, N., Razzaghi, N., & Asadpour, M. (2020) · Journal of Big Data · doi:10.1186/s40537-020-00349-y · Cited by 452
Ibrahim, K. (2023) · Language Testing in Asia · doi:10.1186/s40468-023-00260-2 · Cited by 66
Anomaly detection for a water treatment system based on one-class neural network
Aboah Boateng, E., Bruce, J. W., & Talbert, D. A. (2022) · IEEE Access · doi:10.1109/access.2022.3218624 · Cited by 44
Ibrahim, K. H. S., Al Otaibi, D., & Sibai, F. N. (2025) · International Journal of Computer-Assisted Language Learning and Teaching · doi:10.4018/ijcallt.375428 · Cited by 5
Metadata
- Authors
- Deng, X., Liu, Q., Deng, Y., & Mahadevan, S.
- Venue
- Information Sciences
- Publisher
- Elsevier BV
- Published
- 2016-05
- Volume
- 340-341
- Pages
- 250-261
- ISSN
- 0020-0255 (ISSN-L)
- OpenAlex
- W2268875920
- Cited by
- 615
- References
- 50
- FWCI
- 35.03
- 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 ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: An improved method to construct basic probability assignment based on the confusion matrix for classification problem. https://app.cochat.ai/papers/10.1016/j.ins.2016.01.033
- The paper
- Deng, X., Liu, Q., Deng, Y., & Mahadevan, S. (2016). An improved method to construct basic probability assignment based on the confusion matrix for classification problem. Information Sciences. https://doi.org/10.1016/j.ins.2016.01.033
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.
