Concept

Network theory

Related lectures (31)

Covers classical models of epidemic spreading and dynamics on networks with examples.

Explores unstructured and structured search and routing protocols, emphasizing the importance of network structure assumptions and introducing the 'Bubble Storm' algorithm.

Graph Coloring: Theory and Applications

Explores graph coloring theory, spectral clustering, community detection, and network structures.

Dynamic Communication Networks: Structures and Predictability

Explores fundamental structures of dynamic communication networks, including predictability in human mobility and network communities.

Introduction to Networks and Brain Networks

Introduces the fundamentals of network science, focusing on brain networks and their historical breakthroughs.

Centrality and Hubs

Delves into centrality and hubs in network neuroscience, exploring node importance, small-world networks, brain structural connectome, and percolation theory.

Structured Synaptic Connectivity

Explores the structured synaptic connectivity between hippocampal regions using techniques like mGRASP and modeling.

Networks: Structure and Properties

Explores the structure and properties of networks, including dating and protein networks, small-world effect, hubs, and scale-free property.

Socio-Technical Networks: Cooperation and Research Projects

Explores socio-technical networks in scientific cooperation and research projects, emphasizing network dynamics and global collaborations.

Social and Information Networks: Structure

Explores the structure of social and information networks, focusing on giant components, clustering, tie formation, and network connectivity.

Radiation and Antennas: EPFL Networks

Explores the theory of networks, mutual coupling in radiation and antennas, and the use of metamaterials.

The Transhipment and Transportation Problems

Covers the transhipment and transportation problems in electricity distribution in Switzerland.

Swiss Energy Sector Overview

Offers an overview of the Swiss energy sector, emphasizing key actors and the transition process.

Handling Network Data

Explores handling network data, including types of graphs, real-world network properties, and node importance measurement.

Statistical Analysis of Network Data: Noisy Sampled Networks

Explores statistical analysis of network data, covering noisy sampled networks, likelihood estimation, multilayer networks, and directed networks.

Crystallization and Rubber Elasticity

Explores crystallization kinetics, rubber elasticity, and network formation through crosslinking and entropy-driven processes.

Networks Out of Control

Explores Prof. Matthias Grossglauser's research journey in telecommunications and network capacity, highlighting challenges of finding him due to his constant mobility.

Networks, Flows

Covers the definition of flow in a network and flow calculation.

Clustering: Dimensionality Reduction

Explores clustering and dimensionality reduction techniques in finance to clean and simplify data.

Shortest Path Algorithm

Introduces the shortest path algorithm, updating labels to find the shortest path.