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 …

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 …

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 …

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 …

Noise, traditionally considered a nuisance in computational systems, is reconsidered for its
unexpected and counter-intuitive benefits across a wide spectrum of domains, including …

Link prediction is a significant technique to generate latent interactions for the applications of
recommendation in large graphs. As the interactions to be predicted often occur among …

This research was aimed at combining individual natural language processing
methodologies into a consolidated model that takes in data in both audio and text format …