David Gilbert
Impact in
- Molecular Biology top 2%
- Gene Regulatory Network Analysis
- Bioinformatics and Genomic Networks
- Microbial Metabolic Engineering and Bioproduction
- Gene expression and cancer classification
- Machine Learning in Bioinformatics
- Protein Structure and Dynamics
-
- Computational Drug Discovery Methods
- Formal Methods in Verification
Papers in
-
- Gene Regulatory Network Analysis 49
- Bioinformatics and Genomic Networks 30
- Microbial Metabolic Engineering and Bioproduction 25
- Machine Learning in Bioinformatics 16
- Protein Structure and Dynamics 12
- Gene expression and cancer classification 7
-
- Formal Methods in Verification 11
- Co-authors
- Monika Heiner (34 shared papers)Aik Choon Tan (7 shared papers)Rainer Breitling (15 shared papers)Richard Orton (10 shared papers)Walter Kölch (6 shared papers)Muffy Calder (5 shared papers)Robin Donaldson (5 shared papers)Vladislav Vyshemirsky (5 shared papers)
- Journals
- Briefings in Bioinformatics (7 papers)BMC Bioinformatics (6 papers)Bioinformatics (4 papers)Lecture notes in computer science (21 papers)International Journal of Neural Systems (2 papers)
- Partner nations
- United KingdomGermanyNetherlands
In The Last Decade
David Gilbert
120 papers receiving 3.8k citations
Peers
Comparison fields: 5 of 181
- Molecular Biology 2.8k
- Computational Theory and Mathematics 665
- Software 103
- Modeling and Simulation 87
- Artificial Intelligence 556
Countries citing papers authored by David Gilbert
This map shows the geographic impact of David Gilbert'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 David Gilbert with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Gilbert more than expected).
Fields of papers citing papers by David Gilbert
This network shows the impact of papers produced by David Gilbert. 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 David Gilbert. The network helps show where David Gilbert may publish in the future.
Co-authors
The 25 scholars most cited alongside David Gilbert, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 123 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Ensemble machine learning on gene expression data for cancer classification. | 2003 | 332 |
| 2 | 2005 | 260 | |
| 3 | 2009 | 233 | |
| 4 | 1998 | 214 | |
| 5 | 2008 | 194 | |
| 6 | 2010 | 193 | |
| 7 | 2005 | 193 | |
| 8 | 2005 | 136 | |
| 9 | 2005 | 97 | |
| 10 | 2000 | 84 | |
| 11 | 2006 | 83 | |
| 12 | 2007 | 82 | |
| 13 | 2008 | 81 | |
| 14 | Multi-class protein fold classification using a new ensemble machine learning approach. | 2003 | 81 |
| 15 | 2006 | 76 | |
| 16 | 2006 | 73 | |
| 17 | 2006 | 67 | |
| 18 | 2007 | 52 | |
| 19 | 2008 | 52 | |
| 20 | An empirical comparison of supervised machine learning techniques in bioinformatics | 2003 | 52 |
About David Gilbert
David Gilbert is a scholar working on Molecular Biology, Computational Theory and Mathematics, Artificial Intelligence, Materials Chemistry and Modeling and Simulation, having authored 123 papers that have together received 4.0k indexed citations. Recurring topics across this work include Gene Regulatory Network Analysis (49 papers), Bioinformatics and Genomic Networks (30 papers), Microbial Metabolic Engineering and Bioproduction (25 papers), Machine Learning in Bioinformatics (16 papers), Protein Structure and Dynamics (12 papers), Formal Methods in Verification (11 papers), Gene expression and cancer classification (7 papers) and Enzyme Structure and Function (6 papers). The work is most often cited by research in Molecular Biology (2.8k citations), Computational Theory and Mathematics (665 citations), Software (103 citations), Modeling and Simulation (87 citations) and Artificial Intelligence (556 citations). David Gilbert has collaborated with scholars based in United Kingdom, Germany and Netherlands. Frequent co-authors include Monika Heiner, Aik Choon Tan, Rainer Breitling, Richard Orton, Walter Kölch, Muffy Calder, Robin Donaldson, Vladislav Vyshemirsky, Oliver Sturm and Desmond J. Higham. Their work appears in journals such as Briefings in Bioinformatics, BMC Bioinformatics, Bioinformatics, Lecture notes in computer science and International Journal of Neural 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.