Now showing items 1-3 of 3
STRUCTURAL PATTERN DISCOVERY IN DYNAMIC GRAPHS
Structural pattern discovery problems, which contain graph isomorphism as a sub-problem, are computationally very hard. The runtime of complete algorithms for discovering structural patterns such as frequent subgraphs and ...
CLUSTERING AND ENTITY RESOLUTION FOR SEMI-STRUCTURED DATA
Using a graph representation of the data, a graph-based similarity measure to assess the similarity between data records is proposed. Both direct and indirect similarity are considered, which comprehensively capture the ...
INVESTIGATING THE HUMAN BEHAVIOR SIDE OF BUILDING ENERGY EFFICIENCY
Society is becoming increasingly aware of the impact that our lifestyle preferences have on energy usage and the environment. In this dissertation, we look more closely at the impact that human behavior has on energy ...