Principal Component Analysis
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The first two principal components represented more than 95% of the variance.
“We selected the first two principal components representing more than 95% of the variance [31].”
From Three-dimensional multilayer concentric bipolar electrodes restrict spatial activation in optic nerve stimulation (2022) · cites this paper as [31]
Cited by
Sorted by citations
Understanding evaluation of faces on social dimensions
Todorov, A., Said, C. P., Engell, A. D., & Oosterhof, N. N. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.10.001 · Cited by 706 · see citing works
Honka, M.-J., Latva-Rasku, A., Bucci, M., Virtanen, K. A., Hannukainen, J. C., Kalliokoski, K. K., & Nuutila, P. (2018) · European Journal of Endocrinology · doi:10.1530/eje-17-0882 · Cited by 140 · see citing works
Recording and decoding for neural prostheses
Warren, D. J., Kellis, S., Nieveen, J. G., Wendelken, S. M., Dantas, H., Davis, T. S., Hutchinson, D. T., Normann, R. A., Clark, G. A., & Mathews, V. J. (2016) · Proceedings of the IEEE · doi:10.1109/jproc.2015.2507180 · Cited by 52 · see citing works
Borda, E., Gaillet, V., Airaghi Leccardi, M. J. I., Zollinger, E. G., Moreira, R. C., & Ghezzi, D. (2022) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac6d7e · Cited by 11 · see citing works
Porębski, A. (2023) · Research Handbook on Law and Technology · doi:10.4337/9781803921327.00037 · Cited by 4 · see citing works
IVANENKO, D. (2026) · Bulletin of Taras Shevchenko National University of Kyiv Geography · doi:10.17721/1728-2721.2026.97.5
xKV: Cross-Layer KV-Cache Compression via Aligned Singular Vector Extraction
Chang, C.-C., Lin, W.-C., Lin, C.-Y., Chiang, H.-Y., Akhauri, Y., Dai, X., Jiang, H., Li, Y., Ceze, L., Wu, K.-C., et al. (2025) · arXiv · doi:10.48550/arxiv.2503.18893
- Authors
- Jolliffe, I. T.
- Corresponding author
- Jolliffe, I T
- Venue
- Springer Series in Statistics
- Publisher
- Springer-Verlag
- Published
- 2002
- OpenAlex
- W4292933682
- Cited by
- 919
- References
- 0
- Citations by year
- 2026: 180 · 2025: 102 · 2024: 84 · 2023: 79 · 2022: 71 · 2021: 68 · 2020: 54 · 2019: 61 · 2018: 54 · 2017: 25 · 2016: 41 · 2015: 22 · 2014: 14 · 2013: 18 · 2012: 11
- FWCI
- 0.09
- Type
- book
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Springer eBooks (publishedVersion)
- CERN Document Server (European Organization for Nuclear Research) (submittedVersion)
- DIAL (Catholic University of Leuven) (submittedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
- Physical Sciences › Mathematics › Statistics and Probability › Advanced Statistical Methods and Models
- Physical Sciences › Chemistry › Analytical Chemistry › Spectroscopy and Chemometric Analyses
- Keywords
- principal component analysis, dimensionality reduction, covariance structure, eigenvectors, eigenvalues, multivariate data
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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