Recommender systems have become an integral part of online services due to their ability to
help users locate specific information in a sea of data. However, existing studies show that …

Heart sound auscultation has been applied in clinical usage for early screening of
cardiovascular diseases. Due to the high demand for auscultation expertise, automatic …

As the adoption of explainable AI (XAI) continues to expand, the urgency to address its
privacy implications intensifies. Despite a growing corpus of research in AI privacy and …

The Web constitutes a valuable source of information. In recent years, it fostered the
construction of large-scale knowledge bases, such as Freebase, YAGO, and DBpedia. The …

The open nature of the Web enables users to produce and propagate any content without
authentication, which has been exploited to spread thousands of unverified claims via …

Recent advancements in recommender systems have focused on integrating knowledge
graphs (KGs) to leverage their auxiliary information. The core idea of KG-enhanced …

Crowdsourcing provides access to a pool of human workers who can contribute solutions to
tasks that are challenging for computers. Proposals have been made for the use of …

Data preparation, whether for populating enterprise data warehouses or as a precursor to
more exploratory analyses, is recognised as being laborious, and as a result is a barrier to …

The knowledge of interschema properties (eg, synonymies, homonymies, hyponymies and
subschema similarities) plays a key role for allowing decision-making in sources …

Participatory sensing has emerged as a new data collection paradigm, in which humans use
their own devices (cell phone accelerometers, cameras, etc.) as sensors. This paradigm …