Over the recent years, the growth of online social media has greatly facilitated the way
people communicate with each other. Users of online social media share information …

Visual analytics for machine learning has recently evolved as one of the most exciting areas
in the field of visualization. To better identify which research topics are promising and to …

Deep convolutional neural networks (CNNs) have achieved breakthrough performance in
many pattern recognition tasks such as image classification. However, the development of …

Interactive model analysis, the process of understanding, diagnosing, and refining a
machine learning model with the help of interactive visualization, is very important for users …

We present an overview of the last ten years of research on visualizations that support close
and distant reading of textual data in the digital humanities. We look at various works …

Nowadays, with the advance of technology, many applications generate huge amounts of
data streams at very high speed. Examples include network traffic, web click streams, video …

Researching Language and Social Media: A Student Guide introduces the linguistic
frameworks currently used to analyse language found in social media contexts. This highly …

Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …

Topic modeling has been widely used for analyzing text document collections. Recently,
there have been significant advancements in various topic modeling techniques, particularly …

Among the many types of deep models, deep generative models (DGMs) provide a solution
to the important problem of unsupervised and semi-supervised learning. However, training …