Adrien Bibal
Impact in
- Health Informatics top 5%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 10%
- Explainable Artificial Intelligence (XAI)
- Topic Modeling
- Machine Learning and Data Classification
Papers in
-
- Explainable Artificial Intelligence (XAI) 8
- Advanced Clustering Algorithms Research 3
- Neural Networks and Applications 3
- Machine Learning and Data Classification 3
- Adversarial Robustness in Machine Learning 2
- Natural Language Processing Techniques 2
-
- Data Visualization and Analytics 5
- Face and Expression Recognition 4
- Co-authors
- Benoît Frénay (18 shared papers)Alexandre de Streel (1 shared paper)Sébastien Combéfis (1 shared paper)Thomas François (3 shared papers)Peter Van Roy (1 shared paper)Xiaoou Wang (1 shared paper)Liesbeth Vandewinckele (1 shared paper)Edmond Sterpin (1 shared paper)
- Journals
- Neurocomputing (3 papers)IEEE Transactions on Artificial Intelligence (2 papers)Artificial Intelligence and Law (1 paper)Physics in Medicine and Biology (1 paper)Array (1 paper)
- Partner nations
- BelgiumFranceUnited States
In The Last Decade
Adrien Bibal
24 papers receiving 354 citations
Peers
Comparison fields: 5 of 94
- Health Informatics 26
- Artificial Intelligence 213
- Safety Research 36
- Computer Science Applications 18
- Biophysics 15
Countries citing papers authored by Adrien Bibal
This map shows the geographic impact of Adrien Bibal'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 Adrien Bibal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Adrien Bibal more than expected).
Fields of papers citing papers by Adrien Bibal
This network shows the impact of papers produced by Adrien Bibal. 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 Adrien Bibal. The network helps show where Adrien Bibal may publish in the future.
Co-authors
The 25 scholars most cited alongside Adrien Bibal, 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 24 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2020 | 105 | |
| 2 | Interpretability of machine learning models and representations: an introduction. | 2016 | 59 |
| 3 | 2022 | 52 | |
| 4 | 2022 | 44 | |
| 5 | 2023 | 24 | |
| 6 | Recasting a traditional course into a MOOC by means of a SPOC | 2014 | 20 |
| 7 | 2021 | 9 | |
| 8 | 2019 | 9 | |
| 9 | 2022 | 8 | |
| 10 | Finding the most interpretable MDS rotation for sparse linear models based on external features. | 2018 | 7 |
| 11 | 2021 | 5 | |
| 12 | Achieving Rotational Invariance with Bessel-Convolutional Neural Networks | 2021 | 5 |
| 13 | ML + FV = ♡? A Survey on the Application of Machine Learning to Formal Verification. | 2018 | 5 |
| 14 | 2021 | 5 | |
| 15 | 2022 | 4 | |
| 16 | 2021 | 4 | |
| 17 | GanoDIP - GAN Anomaly Detection through Intermediate Patches: a PCBA Manufacturing Case | 2021 | 4 |
| 18 | 2022 | 3 | |
| 19 | 2022 | 3 | |
| 20 | Explaining t-SNE Embeddings Locally by Adapting LIME. | 2020 | 2 |
About Adrien Bibal
Adrien Bibal is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Molecular Biology, Health Informatics and General Health Professions, having authored 24 papers that have together received 382 indexed citations. Recurring topics across this work include Explainable Artificial Intelligence (XAI) (8 papers), Data Visualization and Analytics (5 papers), Face and Expression Recognition (4 papers), Advanced Clustering Algorithms Research (3 papers), Neural Networks and Applications (3 papers), Machine Learning and Data Classification (3 papers), Adversarial Robustness in Machine Learning (2 papers) and Natural Language Processing Techniques (2 papers). The work is most often cited by research in Health Informatics (26 citations), Artificial Intelligence (213 citations), Safety Research (36 citations), Computer Science Applications (18 citations) and Biophysics (15 citations). Adrien Bibal has collaborated with scholars based in Belgium, France and United States. Frequent co-authors include Benoît Frénay, Alexandre de Streel, Sébastien Combéfis, Thomas François, Peter Van Roy, Xiaoou Wang, Liesbeth Vandewinckele, Edmond Sterpin, Ana María Barragán Montero and Dan Nguyen. Their work appears in journals such as Neurocomputing, IEEE Transactions on Artificial Intelligence, Artificial Intelligence and Law, Physics in Medicine and Biology and Array.
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.