node2vec (Grover and Leskovec, 2016) is a machine learning method used to create vector representations of the nodes of a graph. More information about node2vec can be found here. This repository ...

It could happen that the gensim recently changed the default values (https://radimrehurek.com/gensim/models/word2vec.html#gensim.models.word2vec.Word2Vec) though, as ...

Prediction tasks over nodes and edges in networks require careful effort in engineering features used by learning algorithms. Recent research in the broader field of representation learning has led to ...

Abstract: In this study, we conducted a comparative evaluation of two popular embedding techniques, Word2Vec and Node2Vec, to enhance recommendation systems for frequently bought together products in ...

Abstract: Many biological studies show that microRNAs (miRNAs) play an indispensable role in the regulation of various biological processes. MiRNAs are significant biomakers in disease diagnosis, ...