The DOI matches its Crossref record; 42 of the 42 references it cites were found in a registry or an index.
HOW TO AVOID POTENTIAL PITFALLS IN RECURRENCE PLOT BASED DATA ANALYSIS
Open accessAbstract
Recurrence plots and recurrence quantification analysis have become popular in the last two decades. Recurrence based methods have on the one hand a deep foundation in the theory of dynamical systems and are on the other hand powerful tools for the investigation of a variety of problems. The increasing interest encompasses the growing risk of misuse and uncritical application of these methods. Therefore, we point out potential problems and pitfalls related to different aspects of the application of recurrence plots and recurrence quantification analysis.
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
Determining Lyapunov exponents from a time series
Wolf, A., Swift, J. B., Swinney, H. L., & Vastano, J. A. (1985) · Physica D: Nonlinear Phenomena · doi:10.1016/0167-2789(85)90011-9 · Cited by 9,499
Dynamic Programming Algorithm Optimization for Spoken Word Recognition
Sakoe, H., & Chiba, S. (1978) · IEEE Transactions on Acoustics Speech and Signal Processing · doi:10.1109/tassp.1978.1163055 · Cited by 6,727
Characterization of Strange Attractors
Grassberger, P., & Procaccia, I. (1983) · Physical Review Letters · doi:10.1103/physrevlett.50.346 · Cited by 4,857
An equation for continuous chaos
Rössler, O. E. (1976) · Physics Letters A · doi:10.1016/0375-9601(76)90101-8 · Cited by 4,012
Packard, N. H., Crutchfield, J. P., Farmer, J. D., & Shaw, R. S. (1980) · Physical Review Letters · doi:10.1103/physrevlett.45.712 · Cited by 3,869
Recurrence plots for the analysis of complex systems
MARWAN, N., CARMENROMANO, M., THIEL, M., & KURTHS, J. (2007) · Physics Reports · doi:10.1016/j.physrep.2006.11.001 · Cited by 3,814
Self-citationSchreiber, T., & Schmitz, A. (2000) · Physica D: Nonlinear Phenomena · doi:10.1016/s0167-2789(00)00043-9 · Cited by 1,514
Dynamical assessment of physiological systems and states using recurrence plot strategies
Webber, C. L., & Zbilut, J. P. (1994) · Journal of Applied Physiology · doi:10.1152/jappl.1994.76.2.965 · Cited by 1,415
Embeddings and delays as derived from quantification of recurrence plots
Zbilut, J. P., & Webber, C. L. (1992) · Physics Letters A · doi:10.1016/0375-9601(92)90426-m · Cited by 1,114
Recurrence-plot-based measures of complexity and their application to heart-rate-variability data
Marwan, N., Wessel, N., Meyerfeldt, U., Schirdewan, A., & Kurths, J. (2002) · Physical Review E · doi:10.1103/physreve.66.026702 · Cited by 994
Self-citation
Cited by
Fusaroli, R., & Tylén, K. (2016) · Cognitive Science · doi:10.1111/cogs.12251 · Cited by 252
Anticipatory Adjustments to Being Picked Up in Infancy
Reddy, V., Markova, G., & Wallot, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0065289 · Cited by 159
Metadata
- Authors
- MARWAN, N.
- Venue
- International Journal of Bifurcation and Chaos
- Publisher
- World Scientific Pub Co Pte Ltd
- Published
- 2011-04
- Volume
- 21
- Issue
- 04
- Pages
- 1003-1017
- ISSN
- 0218-1274 (ISSN-L)
- 1793-6551
- OpenAlex
- W2160957526
- Cited by
- 265
- References
- 42
- FWCI
- 8.21
- Type
- journal article
- Language
- en
- Open access
- green
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: HOW TO AVOID POTENTIAL PITFALLS IN RECURRENCE PLOT BASED DATA ANALYSIS. https://app.cochat.ai/papers/10.1142/s0218127411029008
- The paper
- MARWAN, N. (2011). HOW TO AVOID POTENTIAL PITFALLS IN RECURRENCE PLOT BASED DATA ANALYSIS. International Journal of Bifurcation and Chaos. https://doi.org/10.1142/s0218127411029008
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.
