Olivier Caelen
- Artificial Intelligence top 0.5%
- Accounting top 1%
- Information Systems top 1%
- Media Technology top 1%
- Electrical and Electronic Engineering
- Co-authors
- Gianluca BontempiAndrea Dal PozzoloYann‐Aël Le BorgneFabrizio CarcilloR. A. JohnsonCesare AlippiGiacomo BoracchiMichael Granitzer
- Topics
- Imbalanced Data Classification Techniques (18 papers)Machine Learning and Data Classification (7 papers)Machine Learning and Algorithms (5 papers)
- Partner nations
- BelgiumFranceUnited States
In The Last Decade
Olivier Caelen
29 papers receiving 2.2k citations
Hit Papers
Peers
Comparison fields: 5 of 130
- Artificial Intelligence 2.0k
- Accounting 704
- Information Systems 475
- Media Technology 311
- Electrical and Electronic Engineering 299
Countries citing papers authored by Olivier Caelen
This map shows the geographic impact of Olivier Caelen'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 Olivier Caelen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Olivier Caelen more than expected).
Fields of papers citing papers by Olivier Caelen
This network shows the impact of papers produced by Olivier Caelen. 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 Olivier Caelen. The network helps show where Olivier Caelen may publish in the future.
Co-authorship network of co-authors of Olivier Caelen
This figure shows the co-authorship network connecting the top 25 collaborators of Olivier Caelen. A scholar is included among the top collaborators of Olivier Caelen 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 Olivier Caelen. Olivier Caelen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 2 | |
| 2 | 2 | |
| 3 | 5 | |
| 4 | 94 | |
| 5 | 23 | |
| 6 | 13 | |
| 7 | 75 | |
| 8 | Sequence classification for credit-card fraud detectionbreakdown → | 268 |
| 9 | Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategybreakdown → | 338 |
| 10 | 131 | |
| 11 | Calibrating Probability with Undersampling for Unbalanced Classification | 2 |
| 12 | 16 | |
| 13 | Detecting man-made structure changes to assist geographic data producers in planning their update strategy | 7 |
| 14 | 4 | |
| 15 | Detecting man-made structure changes to assist geographic data producers in planning their update strategy, ISPRS | 2 |
| 16 | On the use of supervised learning techniques to speed up the design of aeronautics components | 0 |
| 17 | Sélection séquentielle en environnement aléatoire appliquée à l'apprentissage supervisé | 1 |
| 18 | On the evolution of the expected gain of a greedy action in the bandit problem | 1 |
| 19 | 2 | |
| 20 | Speeding up Feature Selection by Using an Information Theoretic Bound. | 1 |
About Olivier Caelen
Olivier Caelen is a scholar working on Artificial Intelligence, Management Science and Operations Research and Anesthesiology and Pain Medicine, having authored 32 papers that have together received 2.3k indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (18 papers), Machine Learning and Data Classification (7 papers) and Machine Learning and Algorithms (5 papers). The work is most often cited by research in Accounting (704 citations), Artificial Intelligence (2.0k citations) and Media Technology (311 citations). Olivier Caelen has collaborated with scholars based in Belgium, France and United States. Frequent co-authors include Gianluca Bontempi, Andrea Dal Pozzolo, Yann‐Aël Le Borgne, Fabrizio Carcillo, R. A. Johnson, Cesare Alippi, Giacomo Boracchi, Michael Granitzer, Liyun He-Guelton and Pierre-Édouard Portier. Their work appears in journals such as Expert Systems with Applications, IEEE Access and Information Sciences.
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.