Data instances used in a machine learning task.
serialization: data instances are serialized into byte streams.
These two stages are performed without inspecting the data instances, i.e., web tuples.
According to Federal Railroad Administration data, instances of New Jersey Transit derailments, collisions, and other safety incidents have gone up, though injuries did fall, in 2014 and 2015.
The data instances are assigned to local regions using the similarity of their features pairwise squared correlation.
The relabeling algorithm iteratively retrieves, selects, and re-labels data instances (i.e., transforms a decision space) to improve prediction quality.
The proposed algorithm and its components have been extensively evaluated over a wide set of data instances.
Matching elements of two data schemas or two data instances plays a key role in data warehousing, e-business, or even biochemical applications.
In the Semantic Web, all data instances and data schema are stored in a graph data store, which makes it easy to merge data from different sources.
Development of new embedded systems requires tuning of the software applications to specific hardware blocks and platforms as well as to the relevant input data instances.
The performance of the VLGA is highlighted through the implementation of a decision support system (DSS) applied to the surveillance maritime problem using real data instances.
