by Bhargav Solanki, Natalia Ostapuk, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux | Jan 19, 2025 | Publications, Scientific Articles
Abstract: Extreme Multi-Label Classification (XMLC) plays a pivotal role in organizing and retrieving information in largescale textual collections, by considering a very high number of potential labels for the documents. In this paper, we conduct an empirical...
by Martin Sand, Alain Mermoud, Julian Jang-Jaccard | Oct 21, 2024 | Publications, Scientific Articles
Abstract: As the field of bibliometrics gradually shifts towards open data, OpenAlex becomes an increasingly popular data source for analysis. However, bibliometric analysis through network visualization is still mostly conducted with proprietary databases, which...
by Tugrul Daim, Haydar Yalcin, Alain Mermoud | Sep 18, 2024 | Publications, Scientific Articles
Abstract: Cybersecurity is one of if not the most critical areas forsecurity for countries, institutes, and people today. Cyberattacks can disable any system, putting lives in danger. This paper investigates the research and development activity in this space....
by Natalia Ostapuk, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux | May 31, 2024 | Publications, Scientific Articles
Abstract: Extreme multi-label (XML) classification involves assigning multiple labels to an instance from an extremely large set of possible labels. Despite its significance, zero-shot learning within the context of XML classification remains relatively understudied....
by Natalia Ostapuk, Julien Audiffren, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux | May 13, 2024 | Podcasts, Publications, Scientific Articles
Abstract: Extreme Multi Label (XML) problems, and in particular XML completion — the task of prediction the missing labels of an entity — have attracted significant attention in the past few years. Most XML completion problems can organically leverage a...
