318 citations · 342 across the 8 of their papers we have counts for
11 papers
Forecasting Conceptual Diffusion in Science: The Case of Quantum Computing
Thomas Maillart, Thibaut Chataing, David Dosu +3
Understanding and anticipating scientific change requires models that distinguish between endogenous consolidation and exogenous diffusion of scientific concepts. Using the quantum…
Explainable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
Thomas Maillart, Thibaut Chataing, Ntorina Antoni +4
We introduce an explainable machine-learning approach that forecasts the structural precursors of scientific breakthroughs -- the emergence and intensification of links between res…
Monitoring Transformative Technological Convergence Through LLM-Extracted Semantic Entity Triple Graphs
Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David +3
Forecasting transformative technologies remains a critical but challenging task, particularly in fast-evolving domains such as Information and Communication Technologies (ICTs). Tr…
Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex
Alessandro Tavazzi, Dimitri Percia David, Julian Jang-Jaccard +1
Identifying technological convergence among emerging technologies in cybersecurity is crucial for advancing science and fostering innovation. Unlike previous studies focusing on th…
Generative Adversarial Networks for Malware Detection: a Survey
Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina +1
Since their proposal in the 2014 paper by Ian Goodfellow, there has been an explosion of research into the area of Generative Adversarial Networks. While they have been utilised in…
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset
Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina +1
Machine learning algorithms have been widely used in intrusion detection systems, including Multi-layer Perceptron (MLP). In this study, we proposed a two-stage model that combines…