Matthew J. Denny

691 total citations · 1 hit paper
14 papers, 436 citations indexed

About

Matthew J. Denny is a scholar working on Artificial Intelligence, General Social Sciences and Political Science and International Relations. According to data from OpenAlex, Matthew J. Denny has authored 14 papers receiving a total of 436 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 4 papers in General Social Sciences and 3 papers in Political Science and International Relations. Recurrent topics in Matthew J. Denny's work include Computational and Text Analysis Methods (4 papers), Electoral Systems and Political Participation (3 papers) and Neural dynamics and brain function (2 papers). Matthew J. Denny is often cited by papers focused on Computational and Text Analysis Methods (4 papers), Electoral Systems and Political Participation (3 papers) and Neural dynamics and brain function (2 papers). Matthew J. Denny collaborates with scholars based in United States, Netherlands and United Kingdom. Matthew J. Denny's co-authors include Arthur Spirling, John Wilkerson, Hanna Wallach, Andreu Casas, Brendan O’Connor, Angela C. M. de Oliveira, John M. Spraggon, Brad Adelberg, Shankar Bhamidi and Bruce Desmarais and has published in prestigious journals such as PLoS ONE, NeuroImage and Scientific Reports.

In The Last Decade

Matthew J. Denny

13 papers receiving 412 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.

Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It

2018 278 citations Matthew J. Denny, Arthur Spirling Political Analysis profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Matthew J. Denny United States	7	178	167	118	80	66	14	436
Marcelo Jenny Austria	10	69 0.4×	170 1.0×	120 1.0×	202 2.5×	102 1.5×	30	497
Carina Jacobi Austria	6	173 1.0×	99 0.6×	182 1.5×	27 0.3×	138 2.1×	8	426
Martin Haselmayer Austria	9	81 0.5×	194 1.2×	191 1.6×	219 2.7×	239 3.6×	21	586
ZACHARY STEINERT-THRELKELD United States	12	53 0.3×	115 0.7×	362 3.1×	134 1.7×	238 3.6×	29	633
Derek O’Callaghan Ireland	5	56 0.3×	151 0.9×	145 1.2×	28 0.3×	83 1.3×	8	370
Vito D’Orazio United States	12	41 0.2×	138 0.8×	304 2.6×	216 2.7×	19 0.3×	34	576
Kaspar Beelen United Kingdom	9	48 0.3×	116 0.7×	45 0.4×	32 0.4×	33 0.5×	27	259
Konstantin Dörr Switzerland	5	44 0.2×	151 0.9×	278 2.4×	19 0.2×	263 4.0×	6	593
Noah A. Smith United States	14	114 0.6×	524 3.1×	329 2.8×	101 1.3×	198 3.0×	21	955
Jonathan Bischof United States	4	81 0.5×	96 0.6×	73 0.6×	19 0.2×	30 0.5×	6	267

Countries citing papers authored by Matthew J. Denny

Since Specialization

Citations

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

Fields of papers citing papers by Matthew J. Denny

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Matthew J. Denny

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

All Works

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14 of 14 papers shown

1.

Stillman, Paul E., James Wilson, Matthew J. Denny, et al.. (2019). A consistent organizational structure across multiple functional subnetworks of the human brain. NeuroImage. 197. 24–36. 4 indexed citations

2.

Casas, Andreu, Matthew J. Denny, & John Wilkerson. (2019). More Effective Than We Thought: Accounting for Legislative Hitchhikers Reveals a More Inclusive and Productive Lawmaking Process. American Journal of Political Science. 64(1). 5–18. 28 indexed citations

3.

Denny, Matthew J. & Arthur Spirling. (2018). Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It. Political Analysis. 26(2). 168–189. 278 indexed citations breakdown →

4.

Casas, Andreu, Matthew J. Denny, & John Wilkerson. (2018). More Effective than We Thought: Accounting for Legislative Hitchhikers Reveals a More Inclusive and Productive Lawmaking Process. SSRN Electronic Journal.

5.

Stillman, Paul E., James Wilson, Matthew J. Denny, et al.. (2017). Statistical Modeling of the Default Mode Brain Network Reveals a Segregated Highway Structure. Scientific Reports. 7(1). 11694–11694. 12 indexed citations

6.

Denny, Matthew J. & Arthur Spirling. (2017). Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It. SSRN Electronic Journal. 40 indexed citations

7.

Denny, Matthew J. & Arthur Spirling. (2016). Assessing the Consequences of Text Preprocessing Decisions. SSRN Electronic Journal. 8 indexed citations

8.

Oliveira, Angela C. M. de, John M. Spraggon, & Matthew J. Denny. (2016). Instrumenting Beliefs in Threshold Public Goods. PLoS ONE. 11(2). e0147043–e0147043. 18 indexed citations

9.

Denny, Matthew J.. (2016). The Importance of Generative Models for Assessing Network Structure. SSRN Electronic Journal. 1 indexed citations

10.

Denny, Matthew J., et al.. (2016). Bag of What? Simple Noun Phrase Extraction for Text Analysis. 114–124. 37 indexed citations

11.

Buckley, Joseph R., Matthew J. Denny, & George J. Nelson. (2015). Computed Tomography Characterization of a Porous Hybrid Motor Grain. 51st AIAA/SAE/ASEE Joint Propulsion Conference. 4 indexed citations

12.

Denny, Matthew J.. (2014). Influence in the United States Senate. SSRN Electronic Journal. 1 indexed citations

13.

Adelberg, Brad & Matthew J. Denny. (1999). Nodose version 2.0. 559–561. 2 indexed citations

14.

Adelberg, Brad & Matthew J. Denny. (1999). Nodose version 2.0. ACM SIGMOD Record. 28(2). 559–561. 3 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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