Robert J. Marks

9.5k citations

323 papers · 6.8k · 1 hit paper · h-index 38

Impact in

Applied Mathematics top 1%
- Mathematical Analysis and Transform Methods
Electrical and Electronic Engineering top 1%
- Energy Load and Power Forecasting
- Power System Optimization and Stability
- Advanced Power Amplifier Design

Papers in

Artificial Intelligence 78
- Neural Networks and Applications 42
- Metaheuristic Optimization Algorithms Research 16
Aerospace Engineering 56
- Radar Systems and Signal Processing 48

Co-authors: M.A. El-Sharkawi (49 shared papers)Les Atlas (23 shared papers)Dong-Chul Park (8 shared papers)Mark J. Damborg (6 shared papers)Sung‐Kwun Oh (21 shared papers)Charles Baylis (100 shared papers)Payman Arabshahi (18 shared papers)Yunxin Zhao (1 shared paper)
Journals: Applied Optics (22 papers)IEEE Transactions on Aerospace and Electronic Systems (13 papers)IEEE Transactions on Microwave Theory and Techniques (6 papers)Optics Letters (6 papers)IEEE Transactions on Systems Man and Cybernetics Systems (5 papers)
Partner nations: United States South Korea China

In The Last Decade

Robert J. Marks

298 papers receiving 6.3k citations

Robert J. Marks's Hit Papers

align trajectories log scale

Electric load forecasting using an artificial neural network 1991 · 1.2k citations

What are hit papers?

Paper score: A paper's citations measured against the top-1% bar of its own field and year: the square root of citations ÷ bar, so 1 means right at the bar and 2 means four times its citations. The bar blends the citation counts that enter the top 1% of the paper's subfields in its year (weighted 89.5%), of those subfields over all years (0.5%) and of its year across all fields (10%); a subfield and year with fewer than 400 papers takes its year's bar. Papers from 2026 are not scored yet: in an unfinished year, when a paper appeared matters more than how it is cited.

Hit paper: A paper cited at least 1.5× the top-1% bar of its field and year: a paper score of at least √1.5.

1991 IEEE Transactions on Power Systems

Peers

Countries citing papers authored by Robert J. Marks

Since Specialization

Citations

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

Fields of papers citing papers by Robert J. Marks

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Robert J. Marks. 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 Robert J. Marks. The network helps show where Robert J. Marks may publish in the future.

Co-authors

The 25 scholars most cited alongside Robert J. Marks, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Robert J. Marks Line = papers co-authored together Robert J. Marks links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 323 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Electric load forecasting using an artificial neural network IEEE Transactions on Power Systems ·Dong-Chul Park, M.A. El-Sharkawi, Robert J. Marks, Les Atlas, Mark J. Damborg Hit paper breakdown →	1991	1185
2	Introduction to Shannon Sampling and Interpolation Theory CERN Document Server (European Organization for Nuclear Research) ·Robert J. Marks	1991	394
3	The use of cone-shaped kernels for generalized time-frequency representations of nonstationary signals IEEE Transactions on Acoustics Speech and Signal Processing ·Yunxin Zhao, Les Atlas, Robert J. Marks	1990	336
4	Power system security assessment using neural networks: feature selection using Fisher discrimination IEEE Transactions on Power Systems ·M.A. El-Sharkawi, Robert J. Marks +1 other	2001	151
5	Swarm intelligence for routing in communication networks IEEE Global Telecommunications Conference (GLOBECOM) ·Ioannis N. Kassabalidis, M.A. El-Sharkawi, Robert J. Marks, Payman Arabshahi, Andrew Gray	2002	145
6	Power System Security Assessment Using Neural Networks: Feature Selection Using Fisher Discrimination IEEE Power Engineering Review ·M.A. El-Sharkawi, Robert J. Marks +1 other	2001	137
7	Query-based learning applied to partially trained multilayer perceptrons IEEE Transactions on Neural Networks ·Jenq–Neng Hwang, J.J. Choi, Sung‐Kwun Oh, Robert J. Marks	1991	124
8	Minimum power broadcast trees for wireless networks: integer programming formulations Arindam Kumar Das, Robert J. Marks, M.A. El-Sharkawi, Payman Arabshahi, Andrew Gray	2003	116
9	A performance comparison of trained multilayer perceptrons and trained classification trees Proceedings of the IEEE ·Les Atlas, Ronald A. Cole, Yeshwant K. Muthusamy, Jerome T. Connor, M. El-Sharkawai, Robert J. Marks +2 others	1990	99
10	Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model IEEE Transactions on Geoscience and Remote Sensing ·Leung Tsang, Z. Chen, Sung‐Kwun Oh, Robert J. Marks, Alfred T. C. Chang	1992	98
11	An adaptively trained neural network IEEE Transactions on Neural Networks ·Dong-Chul Park, M.A. El-Sharkawi, Robert J. Marks	1991	95
12	Similarities of error regularization, sigmoid gain scaling, target smoothing, and training with jitter IEEE Transactions on Neural Networks ·Russell Reed, Robert J. Marks, Sung‐Kwun Oh	1995	91
13	Solving the Spectrum Crisis: Intelligent, Reconfigurable Microwave Transmitter Amplifiers for Cognitive Radar IEEE Microwave Magazine ·Charles Baylis, Matthew Fellows, Robert J. Marks +1 other	2014	90
14	Differintegral interpolation from a bandlimited signal's samples IEEE Transactions on Acoustics Speech and Signal Processing ·Robert J. Marks +1 other	1981	87
15	Optimization of intensity modulated beams with volume constraints using two methods: Cost function minimization and projections onto convex sets Medical Physics ·Paul S. Cho, Shinhak Lee, Robert J. Marks, Seho Oh, Steven G. Sutlief, Mark H. Phillips	1998	86
16	Dynamic security border identification using enhanced particle swarm optimization IEEE Transactions on Power Systems ·Ioannis N. Kassabalidis, M.A. El-Sharkawi, Robert J. Marks, Luciano S. Moulin, A.P. Alves da Silva	2002	86
17	Preliminary results on using artificial neural networks for security assessment (of power systems) IEEE Transactions on Power Systems ·M.E. Aggoune, M.A. El-Sharkawa, Dong-Chul Park, Mark J. Damborg, Robert J. Marks	1991	79
18	Detection in Laplace Noise IEEE Transactions on Aerospace and Electronic Systems ·Robert J. Marks, G.L. Wise, D.G. Haldeman +1 other	1978	73
19	Handbook of Fourier Analysis & Its Applications Oxford University Press eBooks ·Robert J. Marks	2009	70
20	Inversion of feedforward neural networks: algorithms and applications Proceedings of the IEEE ·Russell Reed, Robert J. Marks, M.A. El-Sharkawi, Jae-Byung Jung, Robert T. Miyamoto, C.J. Eggen +2 others	1999	66

About Robert J. Marks

Robert J. Marks is a scholar working on Artificial Intelligence, Aerospace Engineering, Applied Mathematics, Electrical and Electronic Engineering and Computer Networks and Communications, having authored 323 papers that have together received 6.8k indexed citations. Recurring topics across this work include Advanced Power Amplifier Design (60 papers), Radar Systems and Signal Processing (48 papers), Neural Networks and Applications (42 papers), Mathematical Analysis and Transform Methods (33 papers), Metaheuristic Optimization Algorithms Research (16 papers), Cognitive Radio Networks and Spectrum Sensing (15 papers), Advanced Optical Imaging Technologies (13 papers) and Computability, Logic, AI Algorithms (12 papers). The work is most often cited by research in Applied Mathematics (710 citations), Electrical and Electronic Engineering (2.2k citations), Artificial Intelligence (1.2k citations), Computer Networks and Communications (651 citations) and Radiation (232 citations). Robert J. Marks has collaborated with scholars based in United States, South Korea and China. Frequent co-authors include M.A. El-Sharkawi, Les Atlas, Dong-Chul Park, Mark J. Damborg, Sung‐Kwun Oh, Charles Baylis, Payman Arabshahi, Yunxin Zhao, Andrew Gray and Ian Gravagne. Their work appears in journals such as Applied Optics, IEEE Transactions on Aerospace and Electronic Systems, IEEE Transactions on Microwave Theory and Techniques, Optics Letters and IEEE Transactions on Systems Man and Cybernetics Systems.

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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Robert J. Marks

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