John E. Moody

10.3k citations

57 papers · 7.8k · 2 hit papers · h-index 28

Impact in

Artificial Intelligence top 0.2%
- Neural Networks and Applications
- Fuzzy Logic and Control Systems
Management Science and Operations Research top 0.5%
- Stock Market Forecasting Methods

Papers in

Management Science and Operations Research 15
- Stock Market Forecasting Methods 13
Artificial Intelligence 27
- Neural Networks and Applications 23
- Stochastic Gradient Optimization Techniques 4

Co-authors: Christian J. Darken (4 shared papers)Richard P. Lippmann (3 shared papers)David S. Touretzky (2 shared papers)Frank Wilczek (6 shared papers)Matthew Saffell (7 shared papers)Howard Hua Yang (1 shared paper)Chris Darken (3 shared papers)Lizhong Wu (7 shared papers)
Journals: Neural Computation (3 papers)Journal of Forecasting (2 papers)Physical Review Letters (2 papers)The Astrophysical Journal (1 paper)Physics Letters B (1 paper)
Partner nations: United States Israel Germany

In The Last Decade

John E. Moody

55 papers receiving 7.3k citations

John E. Moody's Hit Papers

align trajectories log scale

Proceedings of the 3rd International Conference on Neural Information Processing Systems 1990 · 1.0k 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.

1990 Proceedings of the 3rd International Conference on Neural Information Processing Systems
1989 Neural Computation

Peers

Countries citing papers authored by John E. Moody

Since Specialization

Citations

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

Fields of papers citing papers by John E. Moody

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by John E. Moody. 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 John E. Moody. The network helps show where John E. Moody may publish in the future.

Co-authors

The 25 scholars most cited alongside John E. Moody, 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 John E. Moody Line = papers co-authored together John E. Moody 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 57 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Fast Learning in Networks of Locally-Tuned Processing Units Neural Computation ·John E. Moody, Christian J. Darken Hit paper breakdown →	1989	3398
2	Proceedings of the 3rd International Conference on Neural Information Processing Systems Richard P. Lippmann, John E. Moody, David S. Touretzky Hit paper breakdown →	1990	1031
3	New macroscopic forces? Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields ·John E. Moody, Frank Wilczek	1984	367
4	The Effective Number of Parameters: An Analysis of Generalization and Regularization in Nonlinear Learning Systems Neural Information Processing Systems ·John E. Moody	1991	345
5	Learning to trade via direct reinforcement IEEE Transactions on Neural Networks ·John E. Moody, Matthew Saffell	2001	324
6	Data Visualization and Feature Selection: New Algorithms for Nongaussian Data Howard Hua Yang, John E. Moody	1999	243
7	Realizations of Magnetic-Monopole Gauge Fields: Diatoms and Spin Precession Physical Review Letters ·John E. Moody, Alfred D. Shapere, Frank Wilczek	1986	211
8	Performance functions and reinforcement learning for trading systems and portfolios Journal of Forecasting ·John E. Moody, Lizhong Wu, Yuansong Liao, Matthew Saffell	1998	202
9	Calculations for cosmic axion detection Physical Review Letters ·Lawrence M. Krauss, John E. Moody, Frank Wilczek, Donald Eugene Morris	1985	140
10	Fast adaptive k-means clustering: some empirical results Chris Darken, John E. Moody	1990	135
11	Prediction Risk and Architecture Selection for Neural Networks John E. Moody	1994	133
12	Learning rate schedules for faster stochastic gradient search Chris Darken, Jamie Y. T. Chang, John E. Moody	2003	128
13	Fast Learning in Multi-Resolution Hierarchies Neural Information Processing Systems ·John E. Moody	1988	115
14	Note on Learning Rate Schedules for Stochastic Optimization Neural Information Processing Systems ·Christian J. Darken, John E. Moody	1990	104
15	Internal representations for associative memory Biological Cybernetics ·Eric B. Baum, John E. Moody, Frank Wilczek	1988	102
16	Principled Architecture Selection for Neural Networks: Application to Corporate Bond Rating Prediction Neural Information Processing Systems ·John E. Moody, Joachim Utans	1991	88
17	Note on generalization, regularization and architecture selection in nonlinear learning systems John E. Moody	2002	73
18	Towards Faster Stochastic Gradient Search Neural Information Processing Systems ·Christian J. Darken, John E. Moody	1991	72
19	Neural-network models for the blood glucose metabolism of a diabetic IEEE Transactions on Neural Networks ·Volker Tresp, Thomas Briegel, John E. Moody	1999	68
20	A stellar energy loss mechanism involving axions Physics Letters B ·Lawrence M. Krauss, John E. Moody, Frank Wilczek	1984	60

About John E. Moody

John E. Moody is a scholar working on Management Science and Operations Research, Artificial Intelligence, Finance, Signal Processing and Economics and Econometrics, having authored 57 papers that have together received 7.8k indexed citations. Recurring topics across this work include Neural Networks and Applications (23 papers), Stock Market Forecasting Methods (13 papers), Complex Systems and Time Series Analysis (7 papers), Financial Markets and Investment Strategies (6 papers), Blind Source Separation Techniques (5 papers), Neural dynamics and brain function (5 papers), Stochastic Gradient Optimization Techniques (4 papers) and Model Reduction and Neural Networks (4 papers). The work is most often cited by research in Artificial Intelligence (4.0k citations), Management Science and Operations Research (834 citations), Computer Vision and Pattern Recognition (1.4k citations), Signal Processing (694 citations) and Control and Systems Engineering (1.2k citations). John E. Moody has collaborated with scholars based in United States, Israel and Germany. Frequent co-authors include Christian J. Darken, Richard P. Lippmann, David S. Touretzky, Frank Wilczek, Matthew Saffell, Howard Hua Yang, Chris Darken, Lizhong Wu, Alfred D. Shapere and Lawrence M. Krauss. Their work appears in journals such as Neural Computation, Journal of Forecasting, Physical Review Letters, The Astrophysical Journal and Physics Letters B.

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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John E. Moody

John E. Moody's Hit Papers

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All Works

About John E. Moody

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