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...
by Technology Observatory | Apr 3, 2024 | Podcasts, Publications
Abstract: For the past ten years, the GCSP has been the host of the Geneva Cyber 9/12 Strategy Challenge. Organised in partnership with the Atlantic Council, the challenge has seen hundreds of students worldwide wear the cap of cyber experts and policy makers to face...
by André Charneca, Angelika Romanou, Ljiljana Dolamic, Alain Mermoud | Dec 22, 2023 | Podcasts
Abstract This study investigates the effectiveness of two distinct computational approaches for mapping the technological landscape by extracting company and product relations from news articles. The first approach leverages Large Language Models (LLMs), specifically...
by Anita Mezzetti, Loïc Maréchal, Dimitri Percia David, Thomas Maillart, Alain Mermoud | Dec 21, 2023 | Podcasts, Publications, Scientific Articles
Abstract: This article introduces TechRank, a recursive algorithm based on a bipartite graph with weighted nodes that the authors developed to link companies and technologies based on the reflection method. They allow the algorithm to incorporate exogenous variables...
by Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud | Aug 24, 2023 | Podcasts, Publications, Scientific Articles
Abstract The cybersecurity landscape evolves rapidly and poses threats to organizations. To enhance resilience, one needs to track the latest developments and trends in the domain. For this purpose, we use large language models (LLMs) to extract relevant knowledge...
by Ciarán Bryce, Daniel Celeny, André Charneca, Tugrul Daim, Marc Greuter, Andrei Kucharavy, Loïc Maréchal, Natalia Ostapuk, Dimitri Percia David, Alon Shahak, Maxime Würsch, Haydar Yalcin | Jun 23, 2023 | Podcasts
About Members of the Swiss Technology Observatory community met in Sachseln (Obwalden) in end of June 2023 and gave presentations on key topics such as scouting and technology and market monitoring. The event brought together many participants from the DDPS,...
