Bart Baesens
Impact in
- Accounting top 0.1%
- Financial Distress and Bankruptcy Prediction
- Software top 0.5%
- Software Reliability and Analysis Research
Papers in
-
- Data Mining Algorithms and Applications 50
- Service-Oriented Architecture and Web Services 26
-
- Business Process Modeling and Analysis 35
- Big Data and Business Intelligence 25
- Co-authors
- Jan Vanthienen (103 shared papers)Christophe Mues (30 shared papers)Tony Van Gestel (28 shared papers)Stefan Lessmann (6 shared papers)Wouter Verbeke (38 shared papers)David Martens (21 shared papers)Stijn Viaene (15 shared papers)Karel Dejaeger (15 shared papers)
- Journals
- European Journal of Operational Research (19 papers)Decision Support Systems (18 papers)Expert Systems with Applications (14 papers)Journal of the Operational Research Society (10 papers)Applied Soft Computing (9 papers)
- Partner nations
- BelgiumUnited KingdomFrance
In The Last Decade
Bart Baesens
284 papers receiving 13.4k citations
Bart Baesens's Hit Papers
Peers
Comparison fields: 5 of 187
- Accounting 3.4k
- Software 1.3k
- Management Information Systems 2.3k
- Marketing 2.2k
- Information Systems 4.4k
Countries citing papers authored by Bart Baesens
This map shows the geographic impact of Bart Baesens'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 Bart Baesens with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bart Baesens more than expected).
Fields of papers citing papers by Bart Baesens
This network shows the impact of papers produced by Bart Baesens. 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 Bart Baesens. The network helps show where Bart Baesens may publish in the future.
Co-authors
The 25 scholars most cited alongside Bart Baesens, 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 301 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings Hit paper breakdown → | 2008 | 1003 |
| 2 | Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research Hit paper breakdown → | 2015 | 827 |
| 3 | Benchmarking state-of-the-art classification algorithms for credit scoring Hit paper breakdown → | 2003 | 684 |
| 4 | Benchmarking Least Squares Support Vector Machine Classifiers Hit paper breakdown → | 2003 | 628 |
| 5 | 2003 | 403 | |
| 6 | Classification With Ant Colony Optimization Hit paper breakdown → | 2007 | 364 |
| 7 | 2007 | 347 | |
| 8 | 2011 | 339 | |
| 9 | 2010 | 318 | |
| 10 | 2010 | 281 | |
| 11 | 2015 | 276 | |
| 12 | 2016 | 222 | |
| 13 | 2011 | 181 | |
| 14 | 2012 | 168 | |
| 15 | 2002 | 168 | |
| 16 | 2002 | 162 | |
| 17 | Deep learning for credit scoring: Do or don’t? Hit paper breakdown → | 2021 | 161 |
| 18 | 2012 | 158 | |
| 19 | 2018 | 148 | |
| 20 | 2008 | 144 |
About Bart Baesens
Bart Baesens is a scholar working on Information Systems, Management Information Systems, Artificial Intelligence, Accounting and Marketing, having authored 301 papers that have together received 14.2k indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (78 papers), Financial Distress and Bankruptcy Prediction (54 papers), Data Mining Algorithms and Applications (50 papers), Customer churn and segmentation (48 papers), Business Process Modeling and Analysis (35 papers), Service-Oriented Architecture and Web Services (26 papers), Big Data and Business Intelligence (25 papers) and Credit Risk and Financial Regulations (23 papers). The work is most often cited by research in Accounting (3.4k citations), Software (1.3k citations), Management Information Systems (2.3k citations), Marketing (2.2k citations) and Information Systems (4.4k citations). Bart Baesens has collaborated with scholars based in Belgium, United Kingdom and France. Frequent co-authors include Jan Vanthienen, Christophe Mues, Tony Van Gestel, Stefan Lessmann, Wouter Verbeke, David Martens, Stijn Viaene, Karel Dejaeger, Jochen De Weerdt and David B. Martens. Their work appears in journals such as European Journal of Operational Research, Decision Support Systems, Expert Systems with Applications, Journal of the Operational Research Society and Applied Soft Computing.
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.