Mélanie Ducoffe

5 papers and 331 indexed citations
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About

Mélanie Ducoffe is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Software. According to data from OpenAlex, Mélanie Ducoffe has authored 5 papers receiving a total of 331 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 1 paper in Computer Vision and Pattern Recognition and 1 paper in Software. Recurrent topics in Mélanie Ducoffe’s work include Adversarial Robustness in Machine Learning (2 papers), Anomaly Detection Techniques and Applications (2 papers) and Fault Detection and Control Systems (1 paper). Mélanie Ducoffe is often cited by papers focused on Adversarial Robustness in Machine Learning (2 papers), Anomaly Detection Techniques and Applications (2 papers) and Fault Detection and Control Systems (1 paper). Mélanie Ducoffe collaborates with scholars based in France and Switzerland. Mélanie Ducoffe's co-authors include Wan-Jui Lee, Qin Wang, Olga Fink, Markus Svensén, Pierre Dersin, Fŕed́eric Precioso, Damon Mayaffre, Iulian Ober and Ileana Ober and has published in prestigious journals such as Engineering Applications of Artificial Intelligence, International Journal on Software Tools for Technology Transfer and International Journal of Prognostics and Health Management.

In The Last Decade

Co-authorship network of co-authors of Mélanie Ducoffe

This figure shows the co-authorship network connecting the top 25 collaborators of Mélanie Ducoffe. A scholar is included among the top collaborators of Mélanie Ducoffe 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 Mélanie Ducoffe. Mélanie Ducoffe is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

Fields of papers citing papers by Mélanie Ducoffe

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mélanie Ducoffe. 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 Mélanie Ducoffe. The network helps show where Mélanie Ducoffe may publish in the future.

Countries citing papers authored by Mélanie Ducoffe

Since Specialization
Citations

This map shows the geographic impact of Mélanie Ducoffe'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 Mélanie Ducoffe with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mélanie Ducoffe more than expected).

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.

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2026