Network structure inference, a survey: Motivations, methods, and applications
Networks represent relationships between entities in many complex systems, spanning from
online social interactions to biological cell development and brain connectivity. In many …
online social interactions to biological cell development and brain connectivity. In many …
Analysis of medical data using community detection on inferred networks
J Kramer, L Boone, T Clifford, J Bruce… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Performing network-based analysis on medical and biological data makes a wide variety of
machine learning tools available. Clustering, which can be used for classification, presents …
machine learning tools available. Clustering, which can be used for classification, presents …
[PDF][PDF] Multi-view Clustering of Social-based Data.
I Cruickshank - 2020 - reports-archive.adm.cs.cmu.edu
Real-world, social phenomena produce various types of data, like explicit networks or user-
emitted text. When different sets of data describe the same entities, the data is termed multi …
emitted text. When different sets of data describe the same entities, the data is termed multi …
Network model selection using task-focused minimum description length
I Brugere, TY Berger-Wolf - Companion Proceedings of the The Web …, 2018 - dl.acm.org
Networks are fundamental models for data used in practically every application domain. In
most instances, several implicit or explicit choices about the network definition impact the …
most instances, several implicit or explicit choices about the network definition impact the …
Inferring network structure from data
I Brugere, TY Berger-Wolf - arXiv preprint arXiv:2004.02046, 2020 - arxiv.org
Networks are complex models for underlying data in many application domains. In most
instances, raw data is not natively in the form of a network, but derived from sensors, logs …
instances, raw data is not natively in the form of a network, but derived from sensors, logs …
Network Structure Inference: Methodology and Applications
I Brugere - 2020 - search.proquest.com
Networks represent relationships between entities in many complex systems, spanning from
online social interactions to biological cell development and brain connectivity. In these …
online social interactions to biological cell development and brain connectivity. In these …