Abstract Information technology has spread widely, and extraordinarily large amounts of
data have been made accessible to users, which has made it challenging to select data that …

Recently, due to the rapid growth of online social networks (OSNs) such as Facebook,
Twitter, Weibo, etc. the number of machine accounts/social bots that mimic human users has …

Background Assigning every human gene to specific functions, diseases and traits is a
grand challenge in modern genetics. Key to addressing this challenge are computational …

Graph representation learning is an emerging area for graph analysis and inference.
However, existing approaches for large-scale graphs either sample nodes in sequential …

With different types of nodes and edges, heterogeneous networks have higher levels of
structural diversity than homogeneous networks. This article proposes an unsupervised …

Die folgende Tabelle soll einen Überblick über die bereits in vorherigen Kapiteln
angesprochenen Algorithmentypen und Anwendungsfelder bieten. Die eingeordneten …

ABSTRACT A startup ecosystem is a creative environment that aims to promote
entrepreneurship and innovation. In this complex social network, the activities derive from …

Abstract Information technology has spread widely, and extraordinarily large amounts of
data have been made accessible to users, which has made it challenging to select data that …

Network representation learning has exploded recently. However, existing studies usually
reconstruct networks as sequences or matrices, which may cause information bias or …