Essays about: "temporal graph theory"
Showing result 1 - 5 of 7 essays containing the words temporal graph theory.
-
1. Anomaly Detection in the EtherCAT Network of a Power Station : Improving a Graph Convolutional Neural Network Framework
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this thesis, an anomaly detection framework is assessed and fine-tuned to detect and explain anomalies in a power station, where EtherCAT, an Industrial Control System, is employed for monitoring. The chosen framework is based on a previously published Graph Neural Network (GNN) model, utilizing attention mechanisms to capture complex relationships between diverse measurements within the EtherCAT system. READ MORE
-
2. Multi-robot coordination and planning with human-in-the-loop under STL specifications : Centralized and distributed frameworks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Recent urbanization and industrialization have brought tremendous pressure and challenges to modern autonomous systems. When considering multiple complex tasks, cooperation and coordination between multiple agents can improve efficiency in a system. READ MORE
-
3. Traffic Prediction From Temporal Graphs Using Representation Learning
University essay from KTH/Matematisk statistikAbstract : With the arrival of 5G networks, telecommunication systems are becoming more intelligent, integrated, and broadly used. This thesis focuses on predicting the upcoming traffic to efficiently promote resource allocation, guarantee stability and reliability of the network. READ MORE
-
4. Dynamic Co-authorship Network Analysis with Applications to Survey Metadata
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : Co-authorship networks are a particular sort of social networks representing authors collaborating on joint publications. Such networks are studied within the fields of bibliometrics and scientometrics. READ MORE
-
5. Strategy Synthesis for Multi-Agent Systems with Imperfect Information and Imperfect Recall
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This report aims to study and compare currently available tools for uniform strategy synthesis in multi-player versus environment games of imperfect information and imperfect recall. These games are represented as a graph of game states, and goal sequences of states are typically represented using temporal logic formulae. READ MORE