Iain Brown
Impact in
- Accounting top 2%
- Financial Distress and Bankruptcy Prediction
- Finance top 5%
- Credit Risk and Financial Regulations
- Banking stability, regulation, efficiency
Papers in
- Finance 4
- Credit Risk and Financial Regulations 4
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- Financial Distress and Bankruptcy Prediction 3
- Co-authors
- Christophe Mues (4 shared papers)David Martens (2 shared papers)Bart Baesens (2 shared papers)Steve Scheding (1 shared paper)Rafael A. Calvo (1 shared paper)Lyn C. Thomas (1 shared paper)Edward N.C. Tong (1 shared paper)Raffaella Calabrese (1 shared paper)
- Journals
- Expert Systems with Applications (2 papers)European Journal of Operational Research (1 paper)International Journal of Forecasting (1 paper)Lecture notes in computer science (1 paper)ePrints Soton (University of Southampton) (1 paper)
- Partner nations
- United KingdomAustraliaBelgium
In The Last Decade
Iain Brown
7 papers receiving 722 citations
Iain Brown's Hit Papers
Peers
Comparison fields: 5 of 108
- Accounting 373
- Finance 206
- Artificial Intelligence 386
- Health Information Management 45
- Management Science and Operations Research 55
Countries citing papers authored by Iain Brown
This map shows the geographic impact of Iain Brown'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 Iain Brown with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Iain Brown more than expected).
Fields of papers citing papers by Iain Brown
This network shows the impact of papers produced by Iain Brown. 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 Iain Brown. The network helps show where Iain Brown may publish in the future.
Co-authors
The 8 scholars most cited alongside Iain Brown, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | An experimental comparison of classification algorithms for imbalanced credit scoring data sets Hit paper breakdown → | 2011 | 546 |
| 2 | 2011 | 122 | |
| 3 | 2009 | 30 | |
| 4 | 2022 | 30 | |
| 5 | 2016 | 23 | |
| 6 | Developing Credit Risk Models Using SAS Enterprise Miner and SAS/STAT: Theory and Applications | 2014 | 4 |
| 7 | Benchmarking state-of-the-art regression algorithms for loss given default modelling | 2009 | 1 |
About Iain Brown
Iain Brown is a scholar working on Finance, Accounting, Artificial Intelligence, Management Science and Operations Research and Experimental and Cognitive Psychology, having authored 7 papers that have together received 756 indexed citations. Recurring topics across this work include Credit Risk and Financial Regulations (4 papers), Financial Distress and Bankruptcy Prediction (3 papers), Imbalanced Data Classification Techniques (3 papers), Mental Health Research Topics (1 paper), Efficiency Analysis Using DEA (1 paper), Insurance and Financial Risk Management (1 paper), Emotion and Mood Recognition (1 paper) and Machine Learning and Algorithms (1 paper). The work is most often cited by research in Accounting (373 citations), Finance (206 citations), Artificial Intelligence (386 citations), Health Information Management (45 citations) and Management Science and Operations Research (55 citations). Iain Brown has collaborated with scholars based in United Kingdom, Australia and Belgium. Frequent co-authors include Christophe Mues, David Martens, Bart Baesens, Steve Scheding, Rafael A. Calvo, Lyn C. Thomas, Edward N.C. Tong and Raffaella Calabrese. Their work appears in journals such as Expert Systems with Applications, European Journal of Operational Research, International Journal of Forecasting, Lecture notes in computer science and ePrints Soton (University of Southampton).
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.