Automation in every part of life has become a frequent situation because of the rapid
advancement of technology, mostly driven by AI technology, and has helped facilitate …

Alzheimer's is one of the fast-growing diseases among people worldwide leading to brain
atrophy. Neuroimaging reveals extensive information about the brain's anatomy and …

Currently, social media plays an important role in daily life and routine. Millions of people
use social media for different purposes. Large amounts of data flow through online networks …

Deep learning (DL) has revolutionized the field of artificial intelligence by providing
sophisticated models across a diverse range of applications, from image and speech …

Supervised learning with the restriction of a few existing training samples is called Few-Shot
Learning. FSL is a subarea that puts deep learning performance in a gap, as building robust …

Empirical methods in geoparsing have thus far lacked a standard evaluation framework
describing the task, metrics and data used to compare state-of-the-art systems. Evaluation is …

Human motion analysis provides useful information for the diagnosis and recovery
assessment of people suffering from pathologies, such as those affecting the way of walking …

Automatic gastrointestinal (GI) tract disease recognition is an important application of
biomedical image processing. Conventionally, microscopic analysis of pathological tissue is …

Plant species recognition is a critical step in protecting plant diversity. Leaf‐based plant
species recognition research is important and challenging due to the large within‐class …

Over the last few years, private and public organizations have suffered an increasing
number of cyber-attacks owing to excessive exploitation of technological vulnerabilities. The …