A survey of community detection in complex networks using nonnegative matrix factorization
Community detection is one of the popular research topics in the field of complex networks
analysis. It aims to identify communities, represented as cohesive subgroups or clusters …
analysis. It aims to identify communities, represented as cohesive subgroups or clusters …
Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization
Social media platforms like Twitter have become an easy portal for billions of people to
connect and exchange their thoughts. Unfortunately, people commonly use these platforms …
connect and exchange their thoughts. Unfortunately, people commonly use these platforms …
Learning inter-and intra-manifolds for matrix factorization-based multi-aspect data clustering
Clustering on the data with multiple aspects, such as multi-view or multi-type relational data,
has become popular in recent years due to their wide applicability. The approach using …
has become popular in recent years due to their wide applicability. The approach using …
[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 …
Multi-aspect Data Learning: Overview, Challenges and Approaches
Multi-aspect data, which represents information from multiple perspectives, is becoming
increasingly common and important. This is because such data has the ability to incorporate …
increasingly common and important. This is because such data has the ability to incorporate …
Discovering communities with SGNS modelling-based network connections and text communications clustering
WA Mohotti, R Nayak - 2020 IEEE Symposium Series on …, 2020 - ieeexplore.ieee.org
By the community discovery, the microblogging services facilitate diverse applications such
as viral marketing, disaster management, customized programs, and many more. However …
as viral marketing, disaster management, customized programs, and many more. However …
Knowledge discovery from social networks using interaction frequency and user hierarchy
GT Tennakoon Mudiyanselage - 2020 - eprints.qut.edu.au
The immense popularity of social media creates a great opportunity for businesses, citizens,
politicians, and other services to reach society. Graph mining techniques are commonly …
politicians, and other services to reach society. Graph mining techniques are commonly …