10 papers
Rainbow percolation
Peter Gracar, Benjamin Lees
We consider the weight-dependent random connection model on a Poisson point process of intensity on in which the vertices and are joined…
Clickbait detection: quick inference with maximum impact
Soveatin Kuntur, Panggih Kusuma Ningrum, Anna Wróblewska +2
We propose a lightweight hybrid approach to clickbait detection that combines OpenAI semantic embeddings with six compact heuristic features capturing stylistic and informational c…
Graph Neural Networks for Misinformation Detection: Performance-Efficiency Trade-offs
Soveatin Kuntur, Maciej Krzywda, Anna Wróblewska +4
The rapid spread of online misinformation has led to increasingly complex detection models, including large language models and hybrid architectures. However, their computational c…
EnergyTwin: A Multi-Agent System for Simulating and Coordinating Energy Microgrids
Jakub MuszyÅski, Ignacy Walużenicz, Patryk Zan +4
Microgrids are deployed to reduce purchased grid energy, limit exposure to volatile tariffs, and ensure service continuity during disturbances. This requires coordinating heterogen…
Contemporary Agent Technology: LLM-Driven Advancements vs Classic Multi-Agent Systems
Costin BÄdicÄ, Amelia BÄdicÄ, Maria Ganzha +4
This contribution provides our comprehensive reflection on the contemporary agent technology, with a particular focus on the advancements driven by Large Language Models (LLM) vs c…
Fake News Detection: It's All in the Data!
Soveatin Kuntur, Anna Wróblewska, Marcin Paprzycki +1
This comprehensive survey serves as an indispensable resource for researchers embarking on the journey of fake news detection. By highlighting the pivotal role of dataset quality a…