With an exponential increase in the provisioning of multimedia devices over the Internet of
Things (IoT), a significant amount of multimedia data (also referred to as multimedia big data …

In this paper, we propose an Online unsupervised Multi-View Feature Selection method,
OMVFS, which deals with large-scale/streaming multi-view data in an online fashion …

Any piece of information is a selection from a set of possibilities. In this paper, this set is
called a “domain”. Digital information consists of number sequences, which are selections …

With the rapid growth of social media, the number of images being uploaded to the internet
is exploding. Massive quantities of images are shared through multi-platform services such …

The past decade has seen the rapid proliferation of low-priced devices for recording image,
audio and video data in nearly unlimited quantity. Multimedia is Big Data, not only in terms of …

Given an appropriate similarity model, the k-nearest neighbor similarity join represents a
useful yet costly operator for data mining, data analysis and data exploration applications …

Computing power has now become abundant with multi-core machines, grids and clouds,
but it remains a challenge to harness the available power and move towards gracefully …

The volume of data accumulated by institutions and individuals and containing valuable and
even critical information grows steadily with time complicating timely access to this …

PURPOSE Development of intelligence systems for bladder lesion detection is cost
intensive. An efficient strategy to develop such intelligence solutions is needed. MATERIALS …

Similarity joins represent a useful operator for data mining, data analysis and data
exploration applications. With the exponential growth of data to be analyzed, distributed …