Text classification is one of the fundamental problems in Natural Language Processing
(NLP). Several research studies have used deep learning approaches such as Convolution …

In the global pandemic, social media platforms are the primary source of information
exchange. Social bots are one of the main sources of misinformation in the COVID-19 …

There is a concerning rise of offensive language on the content generated by the crowd over
various social platforms. Such language might bully or hurt the feelings of an individual or a …

Recently, the revival of the semantic similarity concept has been featured by the rapidly
growing artificial intelligence research fueled by advanced deep learning architectures …

A fundamental task in machine learning involves node classification. However, when
considering the context of large graph data, this problem becomes much more challenging …

Feature engineering is a computationally time-consuming process in the end-to-end
machine learning pipeline. Large amounts of text data are being generated on many …

Paramount and vast applications such as social networks deal with big graphs. For this
reason, big graph analysis and processing is currently a necessity. Detection of connected …

In order to diagnose sleep problems, it is critical to correctly identify sleep stages which is a
labor-intensive task. Due to rising data volumes, advanced algorithms, and improvements in …

Social media platforms can expose influential trends in many aspects of everyday life.
However, the movements they represent can be contaminated by disinformation. Social bots …

As deep learning blooms with growing demand for computation and data resources,
outsourcing model training to a powerful cloud server becomes an attractive alternative to …