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Generators of Electromotive Force and Network Analysis

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

Network clustering

Explores network clustering, spectral clustering, k-means algorithm, eigenvalue properties, block model estimation, and structural similarity measurement.

Link-based Ranking: Fundamentals and Algorithms

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

Inference for Stochastic Processes: Large Networks Analysis

Explores inference for stochastic processes, emphasizing large networks analysis and the need for new theories and methods.

Radiation and Antennas: EPFL Networks

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

Networked Individualism: The New Social Operating System

Explores networked individualism, the shift to individual-centric social networks, and the impact of connectivity, weaker group boundaries, and increased personal autonomy on society.

Social and Information Networks: Ranking

Explores the significance of ranking in networks, emphasizing algorithms like PageRank and HITS for web page ranking.

Network Averaging: Theory and Applications

On network averaging covers labeled and unlabeled networks, statistical methods, challenges in network analysis, and practical considerations.

Graph Models and Brain Connectomics

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

Extensions to Exchangeability: Statistical Analysis of Network Data

Covers extensions to exchangeability in network data analysis, including graphon frameworks and edge exchangeability.