Edge intelligence capability is expected to enable the development of a new paradigm
integrated with edge computing and artificial intelligence. However, due to the multisource …

This chapter provides an accessible introduction for point processes, and especially Hawkes
processes, for modeling discrete, inter-dependent events over continuous time. We start by …

Deep learning for video classification and captioning Page 1 IPART MULTIMEDIA
CONTENT ANALYSIS Page 2 Page 3 1Deep Learning for Video Classification and …

During natural social gatherings, humans tend to organize themselves in the so-called free-
standing conversational groups. In this context, robust head and body pose estimates can …

Laughter is everywhere. So much so that we often do not even notice it. First, laughter has a
strong connection with humour. Most of us seek out laughter and people who make us …

In the following article, we introduce a novel workflow, which we subsume under the term
“explainable cooperative machine learning” and show its practical application in a data …

We present an intelligent embodied conversation agent with linguistic, social and emotional
competence. Unlike the vast majority of the state-of-the-art conversation agents, the …

Emotion understanding represents a core aspect of human communication. Our social
behaviours are closely linked to expressing our emotions and understanding others' …

Speech emotion recognition (SER) is an important part of affective computing and signal
processing research areas. A number of approaches, especially deep learning techniques …

With the rise of the robot and cloud computing technology, human-centric healthcare service
attracts widely attention in order to meet the great challenges of traditional healthcare …