Search Results for author: Rui M. Castro

Found 3 papers, 0 papers with code

Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs

no code implementations26 Nov 2019 Tony Gracious, Shubham Gupta, Arun Kanthali, Rui M. Castro, Ambedkar Dukkipati

These techniques are different for homogeneous and heterogeneous networks because heterogeneous networks can have multiple types of edges and nodes as opposed to a homogeneous network.

Knowledge Graphs Representation Learning +1

Equipping SBMs with RBMs: An Explainable Approach for Analysis of Networks with Covariates

no code implementations11 Nov 2019 Shubham Gupta, Gururaj K., Ambedkar Dukkipati, Rui M. Castro

Networks with node covariates offer two advantages to community detection methods, namely, (i) exploit covariates to improve the quality of communities, and more importantly, (ii) explain the discovered communities by identifying the relative importance of different covariates in them.

Community Detection Link Prediction

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