Byron Wallace

13.3k total citations · 5 hit papers
133 papers, 6.1k citations indexed

About

Byron Wallace is a scholar working on Artificial Intelligence, Molecular Biology and Statistics, Probability and Uncertainty. According to data from OpenAlex, Byron Wallace has authored 133 papers receiving a total of 6.1k indexed citations (citations by other indexed papers that have themselves been cited), including 97 papers in Artificial Intelligence, 31 papers in Molecular Biology and 24 papers in Statistics, Probability and Uncertainty. Recurrent topics in Byron Wallace's work include Topic Modeling (68 papers), Biomedical Text Mining and Ontologies (29 papers) and Natural Language Processing Techniques (28 papers). Byron Wallace is often cited by papers focused on Topic Modeling (68 papers), Biomedical Text Mining and Ontologies (29 papers) and Natural Language Processing Techniques (28 papers). Byron Wallace collaborates with scholars based in United States, United Kingdom and Mexico. Byron Wallace's co-authors include Thomas A Trikalinos, Iain Marshall, Joseph Lau, Christopher H. Schmid, Issa J Dahabreh, Carla E. Brodley, Joël Kuiper, Kevin Small, Paul Trow and Sarthak Jain and has published in prestigious journals such as Journal of Biological Chemistry, Annals of Internal Medicine and PLoS ONE.

In The Last Decade

Byron Wallace

122 papers receiving 5.9k citations

Hit Papers

Closing the Gap between Methodologists and End-Users:Ras ... 2009 2026 2014 2020 2012 2009 2012 2016 2019 250 500 750

Peers

Byron Wallace
Comparison fields: 5 of 208
  • Artificial Intelligence 2.1k
  • Statistics, Probability and Uncertainty 799
  • Molecular Biology 743
  • Surgery 457
  • Pulmonary and Respiratory Medicine 431
Replace Shahadat Uddin with:
Shahadat Uddin Australia
Mark J. van der Laan United States
David Spiegelhalter United Kingdom
Constantin Aliferis United States
Jeffrey S. Brown United States
Yong Chen United States
Jiang Bian United States
Maarten van Smeden Netherlands
Matthew J. Page Australia
Andrew L. Beam United States
Shahadat Uddin Australia View profile →
Citations per field, relative to Byron Wallace
Byron Wallace · 1×
Citations per year, relative to Byron Wallace
Byron Wallace · 1×

Countries citing papers authored by Byron Wallace

Since Specialization
Citations

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

Fields of papers citing papers by Byron Wallace

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Byron Wallace. 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 Byron Wallace. The network helps show where Byron Wallace may publish in the future.

Co-authorship network of co-authors of Byron Wallace

This figure shows the co-authorship network connecting the top 25 collaborators of Byron Wallace. A scholar is included among the top collaborators of Byron Wallace 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 Byron Wallace. Byron Wallace 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
# Work Indexed citations
1 0
2 2
3 1
4 2
5 2
6 15
7 4
8 0
9 5
10 13
11 6
12 43
13 19
14
229
15
Mash: software tools for developing interactive and transparent machine learning systems.
3
16
Automating Biomedical Evidence Synthesis: Recent Work and Directions Forward.
3
17
Structured Representations for Reviews: Aspect-Based Variational Hidden Factor Models.
2
18
Identifying Diagnostic Test Accuracy Publications using a Deep Model.
1
19
A correlated worker model for grouped, imbalanced and multitask data
2
20
The Constrained Weight Space SVM: Learning with Ranked Features
28

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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