Link-based ranking: PageRank & HITSExplores link-based ranking through PageRank and HITS algorithms, covering practical examples and challenges in web search and ranking methods.
Link-Based Ranking: PageRankExplores link-based ranking with a focus on PageRank algorithm and its practical application in web search engines.
Mining Social GraphsExplores mining social graphs, regularization, community structures, and community detection algorithms in various applications.
Challenge of even bigger modelsExplores simulating large-scale neural network models and optimizing memory efficiency in neural simulations using NEURON and CoreNEURON.
Handling Network DataExplores handling network data, including types of graphs, real-world network properties, and node importance measurement.
