Idris A. Eckley

5.0k total citations · 2 hit papers
62 papers, 3.0k citations indexed

About

Idris A. Eckley is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Idris A. Eckley has authored 62 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Artificial Intelligence, 17 papers in Computer Vision and Pattern Recognition and 15 papers in Signal Processing. Recurrent topics in Idris A. Eckley's work include Image and Signal Denoising Methods (15 papers), Time Series Analysis and Forecasting (13 papers) and Complex Systems and Time Series Analysis (12 papers). Idris A. Eckley is often cited by papers focused on Image and Signal Denoising Methods (15 papers), Time Series Analysis and Forecasting (13 papers) and Complex Systems and Time Series Analysis (12 papers). Idris A. Eckley collaborates with scholars based in United Kingdom, Netherlands and United States. Idris A. Eckley's co-authors include Rebecca Killick, Paul Fearnhead, Guy P. Nason, Philip Jonathan, Timothy Park, Kevin Ewans, Hernando Ombao, Matthew A. Nunes, Richard E. Turner and Yves F. Atchadé and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and The Astrophysical Journal.

In The Last Decade

Idris A. Eckley

60 papers receiving 2.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Optimal Detection of Changepoints With a Linear Computational Cost

2012 1.4k citations Rebecca Killick, Paul Fearnhead et al. Journal of the American Statistical Association profile →
changepoint: AnRPackage for Changepoint Analysis

2014 878 citations Rebecca Killick, Idris A. Eckley Journal of Statistical Software profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Idris A. Eckley United Kingdom	14	470	456	355	306	281	62	3.0k
Rebecca Killick United Kingdom	15	369 0.8×	501 1.1×	273 0.8×	308 1.0×	221 0.8×	60	2.9k
Karen Kafadar United States	25	604 1.3×	314 0.7×	915 2.6×	181 0.6×	405 1.4×	118	4.4k
Jean‐Michel Poggi France	17	491 1.0×	496 1.1×	110 0.3×	536 1.8×	154 0.5×	47	3.5k
Erwan Scornet France	11	861 1.8×	305 0.7×	174 0.5×	240 0.8×	132 0.5×	18	3.4k
Gérard Biau France	12	796 1.7×	256 0.6×	227 0.6×	194 0.6×	151 0.5×	24	3.2k
M. Johnson United States	28	587 1.2×	272 0.6×	751 2.1×	225 0.7×	218 0.8×	113	5.0k
David Higdon United States	32	911 1.9×	625 1.4×	790 2.2×	253 0.8×	319 1.1×	71	5.3k
Jay L. Devore United States	16	488 1.0×	252 0.6×	217 0.6×	178 0.6×	113 0.4×	35	4.4k
Khosrow Dehnad United States	7	749 1.6×	430 0.9×	632 1.8×	285 0.9×	543 1.9×	12	4.3k
Giles Hooker United States	28	871 1.9×	354 0.8×	533 1.5×	574 1.9×	192 0.7×	93	4.1k

Countries citing papers authored by Idris A. Eckley

Since Specialization

Citations

This map shows the geographic impact of Idris A. Eckley's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Idris A. Eckley with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Idris A. Eckley more than expected).

Fields of papers citing papers by Idris A. Eckley

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Idris A. Eckley. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Idris A. Eckley. The network helps show where Idris A. Eckley may publish in the future.

Co-authorship network of co-authors of Idris A. Eckley

This figure shows the co-authorship network connecting the top 25 collaborators of Idris A. Eckley. A scholar is included among the top collaborators of Idris A. Eckley based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Idris A. Eckley. Idris A. Eckley is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Yang, Ziyang, Idris A. Eckley, & Paul Fearnhead. (2024). A communication-efficient, online changepoint detection method for monitoring distributed sensor networks. Statistics and Computing. 34(3). 1 indexed citations

Eckley, Idris A., et al.. (2024). Gamma-Ray Burst Detection with Poisson-FOCuS and Other Trigger Algorithms. The Astrophysical Journal. 962(2). 137–137. 1 indexed citations

Eckley, Idris A., et al.. (2023). Poisson-FOCuS: An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection. Journal of the American Statistical Association. 120(549). 7–19. 7 indexed citations

Cho, Haeran, et al.. (2023). High-Dimensional Time Series Segmentation via Factor-Adjusted Vector Autoregressive Modeling. Journal of the American Statistical Association. 119(547). 2038–2050. 5 indexed citations

Eckley, Idris A., et al.. (2022). Online non-parametric changepoint detection with application to monitoring operational performance of network devices. Computational Statistics & Data Analysis. 177. 107551–107551. 4 indexed citations

Eckley, Idris A., et al.. (2022). Scalable change-point and anomaly detection in cross-correlated data with an application to condition monitoring. The Annals of Applied Statistics. 16(2). 7 indexed citations

Eckley, Idris A., et al.. (2022). A linear time method for the detection of collective and point anomalies. Statistical Analysis and Data Mining The ASA Data Science Journal. 15(4). 494–508. 13 indexed citations

Race, Nicholas, Idris A. Eckley, Ajith Kumar Parlikad, et al.. (2022). Industry-Academia Research toward Future Network Intelligence: The NG-CDI Prosperity Partnership. IEEE Network. 36(1). 18–24. 3 indexed citations

Eckley, Idris A., et al.. (2021). Innovative and Additive Outlier Robust Kalman Filtering With a Robust Particle Filter. IEEE Transactions on Signal Processing. 70. 47–56. 23 indexed citations

10.

Hahn, Georg, Paul Fearnhead, & Idris A. Eckley. (2020). BayesProject: Fast computation of a projection direction for multivariate changepoint detection. Statistics and Computing. 30(6). 1691–1705. 5 indexed citations

11.

Park, Timothy, et al.. (2019). Multivariate Locally Stationary Wavelet Analysis with the mvLSW R Package. Journal of Statistical Software. 90(11). 4 indexed citations

12.

Fearnhead, Paul, et al.. (2016). A computationally efficient nonparametric approach for changepoint detection. Statistics and Computing. 27(5). 1293–1305. 89 indexed citations

13.

Taylor, Sarah L., Idris A. Eckley, & Matthew A. Nunes. (2016). Multivariate locally stationary 2D wavelet processes with application to colour texture analysis. Statistics and Computing. 27(4). 1129–1143. 4 indexed citations

14.

Aston, John A. D., et al.. (2014). The Uncertainty of Storm Season Changes: Quantifying the Uncertainty of Autocovariance Changepoints. Technometrics. 57(2). 194–206. 8 indexed citations

15.

Killick, Rebecca, Idris A. Eckley, & Philip Jonathan. (2013). A wavelet-based approach for detecting changes in second order structure within nonstationary time series. Electronic Journal of Statistics. 7(none). 26 indexed citations

16.

Mihaylova, Lyudmila, et al.. (2013). The effect of recovery algorithms on compressive sensing background subtraction. 1–6. 8 indexed citations

17.

Eckley, Idris A. & Guy P. Nason. (2011). LS2W: Implementing the Locally Stationary 2D Wavelet Process Approach in R. SHILAP Revista de lepidopterología.

18.

Killick, Rebecca, Idris A. Eckley, Philip Jonathan, & Kevin Ewans. (2010). Detection of changes in the characteristics of oceanographic time-series using changepoint analysis.. Lancaster EPrints (Lancaster University). 6 indexed citations

19.

Eckley, Idris A., et al.. (2009). Technical appendix to locally stationary wavelet fields with application to the modelling and analysis of image texture.. Lancaster EPrints (Lancaster University). 58(6). 858–863. 2 indexed citations

20.

Hand, David J., et al.. (2004). A MULTICLASS EXTENSION TO THE BROWNBOOST ALGORITHM. International Journal of Pattern Recognition and Artificial Intelligence. 18(5). 905–931. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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