The fields of medicine science and health informatics have made great progress recently
and have led to in-depth analytics that is demanded by generation, collection and …

The healthcare industry has become increasingly challenging, requiring retrieval of
knowledge from large amounts of complex data to find the best treatments. Several works …

Most recent few-shot learning (FSL) approaches are based on episodic training whereby
each episode samples few training instances (shots) per class to imitate the test condition …

While the majority of FSL models focus on image classification, the extension to action
recognition is rather challenging due to the additional temporal dimension in videos. To …

Abstract Few-Shot Learning (FSL) aims at classifying samples into new unseen classes with
only a handful of labeled samples available. However, most of the existing methods are …

In this paper we have focused a variety of techniques, approaches and different areas of the
research which are helpful and marked as the important field of data mining Technologies …

Abstract The concept of Big Data is popular in a variety of domains. The purpose of this
review was to summarize the features, applications, analysis approaches, and challenges of …

COVID-19 is a newly identified disease, which is very contagious and has been rapidly
spreading across different countries around the world, calling for rapid and accurate …

Breast cancer is one of the leading cancers for women in developed countries including
India. It is the second most common cause of cancer death in women. The high incidence of …

The rate of depression in college students is rising, which is known to increase suicide risk,
lower academic performance and double the likelihood of dropping out of school. Existing …