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Related lectures (32)

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Submodular Function Minimization

Covers submodular functions and their minimization, emphasizing diminishing returns and the Lovász Extension.

Topology in Complex Networks: Insights from Topological Data Analysis

Explores the role of higher-order topological properties in complex networks using topological data analysis for structural break and price anomaly detection.

Link-based Ranking: Fundamentals and Algorithms

Covers the fundamentals and algorithms of link-based ranking, including anchor text indexing, PageRank, HITS, and practical implementations.

Circuits with emf and resistors

Explores circuits with emf, resistors, Kirchhoff's laws, internal resistance, network analysis, and current calculations in multi-loop circuits.

Graph Models and Brain Connectomics

Explores graph theory in brain connectomics, MRI applications, network analysis relevance, and individual fingerprinting.

Graph Coloring: Theory and Applications

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

Social and Information Networks: Structure

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

AC Circuits: Understanding Impedances and Kirchhoff's Laws

Explores the application of impedance in AC circuits and Kirchhoff's laws.

Generators of Electromotive Force and Network Analysis

Discusses generators of electromotive force, circuits for power transfer, and network analysis with resistors.

Scale-Free Networks: Power Laws and Preferential Attachment

Explores scale-free networks, power laws, preferential attachment, and network assortativity.