The synthetic dataset is generated by LinkBench and the graph database benchmark published by Facebook [1].
Since the synthetic dataset is generated by a random function, the data generated each time is inconsistent.
The training dataset is generated by selecting features, or samples, that exhibit data dependency to the keys.
The Scaffold Tree for each dataset was generated by using the linear fragmentation function in the Molecular Operating Environment MOEE) suite [29].
In the proposed approach, dataset is generated by own because there is no standard database that is available for IVS of different singers.
To assess statistical significance, 1000 repetitions of the benchmark dataset were generated by randomly shuffling the order of the assays and repeating the procedure described above.
In many cases of multi datasets analysis, a new dataset is generated by gluing their common variable such as customer-ID, time, geographical coordinates and response variable, and useless variables are cut from the dataset.
To assess statistical significance, 1000 repetitions of the benchmark dataset were generated by randomly shuffling all components of the dataset (i.e. the order of the molecules, the set of neighbours) and repeating the procedure described above.
Our measures of telecommunications activity are provided by Telecom Italia as part of the Telecom Italia Big Data Challenge.4 The Call Detail Records (CDRs) aggregated in the dataset were generated by the Telecom Italia cellular network in Milan between November 1, 2013 and January 1 , 2014
More specifically, similar to [7], the mixtures in the test dataset were generated by adding the reverberant target and interfering signals together which is equivalent to assuming superposition of their respective sound fields.
