Key Words Transcriptional network inference Biological machine learning Algae - Bacteria and Plants PhD Thesis topics Integration of metabolic and transcriptional networks in C. reinhardtii Meta-analysis of expression data for transcriptional network inference Integrating logic and probabilities in network inference Constructing artificial transcriptional networks