A Novel Mutual Information-Based Approach for Neurophysiological Characterization of Sense of Presence in Virtual Reality

Information Science, Computer Science, Artificial Intelligence, Medicine, Neurology, Life Sciences, Bioengineering,
Virtual Reality   Sense of Presence   Neurophysiology   Mutual Information   Physiological Signals  

Sense of Presence in Virtual Reality: Exploration and Validation of Neurophysiological Markers Background Introduction In recent years, Virtual Reality (VR) technology has been widely applied in fields such as medicine, training, and rehabilitation. The core of VR lies in the user’s “sense of presence,” which refers to the immersive experience of “...

Multimodal Sentiment Analysis with Mutual Information-Based Disentangled Representation Learning

Information Science, Computer Science, Artificial Intelligence,
Multimodal Sentiment Analysis   Mutual Information   Disentangled Representation Learning   Modality-Invariant Information   Modality-Specific Information  

Disentangled Representation Learning in Multimodal Sentiment Analysis Using Mutual Information: An Innovative Study Academic Background With the rapid development of social media, the amount of user-generated multimedia content (such as tweets and videos) has increased dramatically. These multimedia data typically include three modalities: visual (...

Cost-Efficient Feature Selection for Horizontal Federated Learning

Information Science, Computer Science, Artificial Intelligence,
Federated Learning   Feature Selection   Multiobjective Optimization   Mutual Information   Clustering  

Research on Cost-Efficient Feature Selection in Horizontal Federated Learning Background and Motivation As Federated Learning (FL) is increasingly recognized as a distributed machine learning paradigm that safeguards data privacy, its application to multi-client scenarios has garnered significant attention. In Horizontal Federated Learning (HFL), a...