W.P. Malcolm

565 total citations
31 papers, 390 citations indexed

About

W.P. Malcolm is a scholar working on Artificial Intelligence, Control and Systems Engineering and Management Science and Operations Research. According to data from OpenAlex, W.P. Malcolm has authored 31 papers receiving a total of 390 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Artificial Intelligence, 12 papers in Control and Systems Engineering and 6 papers in Management Science and Operations Research. Recurrent topics in W.P. Malcolm's work include Target Tracking and Data Fusion in Sensor Networks (22 papers), Fault Detection and Control Systems (11 papers) and Control Systems and Identification (4 papers). W.P. Malcolm is often cited by papers focused on Target Tracking and Data Fusion in Sensor Networks (22 papers), Fault Detection and Control Systems (11 papers) and Control Systems and Identification (4 papers). W.P. Malcolm collaborates with scholars based in Australia, Canada and United States. W.P. Malcolm's co-authors include Robert J. Elliott, John van der Hoek, François Dufour, M. R. James, Randal Douc, M.S. Arulampalam, L.B. White and Neil Gordon and has published in prestigious journals such as IEEE Transactions on Automatic Control, IEEE Transactions on Information Theory and Systems & Control Letters.

In The Last Decade

W.P. Malcolm

26 papers receiving 369 citations

Peers

W.P. Malcolm
Steven E. Posner United States
Nikolai Dokuchaev Australia
Mathieu Rosenbaum France
Robert Stelzer Germany
Henry R. Richardson United States
Fabio Antonelli Italy
Evdokia Xekalaki Greece
Albrecht Irle Germany
Li‐Hsien Sun Taiwan
Norbert Jobst United Kingdom
Steven E. Posner United States
W.P. Malcolm
Citations per year, relative to W.P. Malcolm W.P. Malcolm (= 1×) peers Steven E. Posner

Countries citing papers authored by W.P. Malcolm

Since Specialization
Citations

This map shows the geographic impact of W.P. Malcolm'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 W.P. Malcolm with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites W.P. Malcolm more than expected).

Fields of papers citing papers by W.P. Malcolm

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by W.P. Malcolm. 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 W.P. Malcolm. The network helps show where W.P. Malcolm may publish in the future.

Co-authorship network of co-authors of W.P. Malcolm

This figure shows the co-authorship network connecting the top 25 collaborators of W.P. Malcolm. A scholar is included among the top collaborators of W.P. Malcolm 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 W.P. Malcolm. W.P. Malcolm is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Elliott, Robert J. & W.P. Malcolm. (2021). New Representations for a Semi-Markov Chain and Related Filters. Civil War Book Review. 2(1).
2.
Malcolm, W.P. & Robert J. Elliott. (2009). Some applications ofM-ary detection in quantitative finance. Quantitative Finance. 10(1). 13–20. 2 indexed citations
3.
Elliott, Robert J., W.P. Malcolm, & François Dufour. (2006). Exact Smoothers for Discrete-Time Hybrid Stochastic Systems. 29. 6917–6921. 1 indexed citations
4.
Malcolm, W.P., Robert J. Elliott, François Dufour, & M.S. Arulampalam. (2006). An Algorithmic Estimation Scheme for Hybrid Stochastic Systems. 29. 6097–6102. 3 indexed citations
5.
Elliott, Robert J., François Dufour, & W.P. Malcolm. (2005). State and Mode Estimation for Discrete-Time Jump Markov Systems. SIAM Journal on Control and Optimization. 44(3). 1081–1104. 23 indexed citations
6.
Elliott, Robert J., John van der Hoek, & W.P. Malcolm. (2005). Pairs trading. Quantitative Finance. 5(3). 271–276. 203 indexed citations
7.
Malcolm, W.P., et al.. (2004). On the numerical stability of time-discretised state estimation via clark transformations. Adelaide Research & Scholarship (AR&S) (University of Adelaide). 2. 1406–1412. 8 indexed citations
8.
Malcolm, W.P., et al.. (2004). A deterministic discretisation‐step upper bound for state estimation via Clark transformations. International Journal of Stochastic Analysis. 2004(4). 371–384. 2 indexed citations
9.
Malcolm, W.P. & Robert J. Elliott. (2003). New finite dimensional filters for mixed time-scale dynamics. 1. 828–832. 1 indexed citations
10.
Elliott, Robert J., et al.. (2003). HMM volatility estimation. 1. 398–404. 9 indexed citations
11.
Malcolm, W.P. & Robert J. Elliott. (2003). M-ary detection filters for Cox process models. 1. 179–182.
12.
Elliott, Robert J. & W.P. Malcolm. (2003). Robust smoother dynamics for Poisson processes driven by an Itoˆdiffusion. Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228). 1. 376–381. 5 indexed citations
13.
14.
Elliott, Robert J. & W.P. Malcolm. (2002). Robust EM algorithms for Markov modulated Poisson processes. 5. 4678–4685. 8 indexed citations
15.
Malcolm, W.P. & Robert J. Elliott. (2002). Robust detection filters for jump Markov systems with doubly stochastic Poisson process models. 163–168. 1 indexed citations
16.
Malcolm, W.P., M. R. James, & Robert J. Elliott. (2002). Risk sensitive filtering with counting process observations. 2. 2300–2304.
17.
Elliott, Robert J., François Dufour, & W.P. Malcolm. (2001). Comparison of recursive angle-only target tracking algorithms. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 4473. 270–270. 3 indexed citations
18.
Malcolm, W.P., M. R. James, & Robert J. Elliott. (2000). Risk Sensitive Filtering with Poisson Process Observations. Applied Mathematics & Optimization. 41(3). 387–402. 5 indexed citations
19.
Elliott, Robert J. & W.P. Malcolm. (2000). Reproducing Gaussian densities and linear Gaussian detection. Systems & Control Letters. 40(2). 133–138. 7 indexed citations
20.
Malcolm, W.P. & L.B. White. (1998). Spatial filtering of general linear Gauss–Markov processes. Signal Processing. 69(1). 49–57.

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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