Despite the advances in machine learning techniques, similarity assessment among
multimedia data remains a challenging task of broad interest in computer science …

Lateral movement (LM) is an umbrella term for techniques through which attackers spread
from an entry point to the rest of the network. Typically, LM involves both pivoting through …

Impressive advances in acquisition and sharing technologies have made the growth of
multimedia collections and their applications almost unlimited. However, the opposite is true …

Over the last decade, significant advances have been achieved by machine learning
approaches, notably in supervised learning scenarios. Supported by the advent of deep …

The representation of multimedia content experienced tremendous advances in the last
decades. Mainly supported by deep learning models, impressive results have been …

In this study, we propose an effective and efficient algorithm for unconstrained video object
segmentation, which is achieved in a Markov random field (MRF). In the MRF graph, each …

Machine learning approaches have achieved remarkable advances over the last decades,
especially in supervised learning tasks such as classification. Meanwhile, multimedia data …

Effectively measuring similarity among data samples represented as points in high-
dimensional spaces remains a major challenge in retrieval, machine learning, and computer …

With the continuous development of rail transit, the maintenance of the switch machine
becomes more and more important, and the contact depth of the moving contact and static …

Em geral, os sistemas de recuperação de imagens realizam comparações considerando
apenas pares de imagens e acabam por não levar em consideração as informações …