Stefan Lessmann
Impact in
- Software top 0.5%
- Software Reliability and Analysis Research
- Accounting top 1%
- Financial Distress and Bankruptcy Prediction
Papers in
-
- Imbalanced Data Classification Techniques 19
- Marketing 27
- Consumer Market Behavior and Pricing 21
- Customer churn and segmentation 18
- Co-authors
- Bart Baesens (7 shared papers)Christophe Mues (1 shared paper)Hsin‐Vonn Seow (3 shared papers)Lyn C. Thomas (1 shared paper)Kristof Coussement (9 shared papers)Sven F. Crone (13 shared papers)Robert Stahlbock (11 shared papers)Stefan Voß (15 shared papers)
- Journals
- European Journal of Operational Research (18 papers)Expert Systems with Applications (8 papers)Journal of the Association for Information Systems (7 papers)Decision Support Systems (6 papers)International Journal of Forecasting (4 papers)
- Partner nations
- GermanyUnited KingdomRomania
In The Last Decade
Stefan Lessmann
105 papers receiving 4.9k citations
Stefan Lessmann's Hit Papers
Peers
Comparison fields: 5 of 155
- Software 810
- Accounting 1.0k
- Marketing 696
- Information Systems 1.5k
- Management Science and Operations Research 801
Countries citing papers authored by Stefan Lessmann
This map shows the geographic impact of Stefan Lessmann'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 Stefan Lessmann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefan Lessmann more than expected).
Fields of papers citing papers by Stefan Lessmann
This network shows the impact of papers produced by Stefan Lessmann. 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 Stefan Lessmann. The network helps show where Stefan Lessmann may publish in the future.
Co-authors
The 25 scholars most cited alongside Stefan Lessmann, 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 111 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 | 1006 |
| 2 | Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research Hit paper breakdown → | 2015 | 813 |
| 3 | 2018 | 265 | |
| 4 | 2005 | 179 | |
| 5 | 2020 | 174 | |
| 6 | 2016 | 164 | |
| 7 | 2016 | 160 | |
| 8 | 2017 | 122 | |
| 9 | 2020 | 120 | |
| 10 | 2019 | 116 | |
| 11 | 2019 | 111 | |
| 12 | 2006 | 102 | |
| 13 | 2021 | 94 | |
| 14 | 2019 | 89 | |
| 15 | 2019 | 89 | |
| 16 | 2008 | 75 | |
| 17 | 2021 | 73 | |
| 18 | 2018 | 72 | |
| 19 | 2023 | 72 | |
| 20 | 2020 | 64 |
About Stefan Lessmann
Stefan Lessmann is a scholar working on Artificial Intelligence, Marketing, Management Science and Operations Research, Information Systems and Accounting, having authored 111 papers that have together received 5.1k indexed citations. Recurring topics across this work include Consumer Market Behavior and Pricing (21 papers), Imbalanced Data Classification Techniques (19 papers), Customer churn and segmentation (18 papers), Stock Market Forecasting Methods (15 papers), Data Mining Algorithms and Applications (13 papers), Financial Distress and Bankruptcy Prediction (12 papers), Forecasting Techniques and Applications (11 papers) and Big Data and Business Intelligence (8 papers). The work is most often cited by research in Software (810 citations), Accounting (1.0k citations), Marketing (696 citations), Information Systems (1.5k citations) and Management Science and Operations Research (801 citations). Stefan Lessmann has collaborated with scholars based in Germany, United Kingdom and Romania. Frequent co-authors include Bart Baesens, Christophe Mues, Hsin‐Vonn Seow, Lyn C. Thomas, Kristof Coussement, Sven F. Crone, Robert Stahlbock, Stefan Voß, Koen W. De Bock and J.E.V. Johnson. Their work appears in journals such as European Journal of Operational Research, Expert Systems with Applications, Journal of the Association for Information Systems, Decision Support Systems and International Journal of Forecasting.
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.