Sentence examples for activity dataset from inspiring English sources

Noise was introduced by randomly sampling and flipping the labels of a percentage of active instances onto inactive and vice versa equal number of randomly sampled inactive instances to active, in total five levels of noise were introduced in each activity dataset, ranging from 10 and up to 50%.

To this end, we have removed all users with less than 10 public posts in our 2 years activity dataset, since they do not have a substantial and sustained activity.

and MEAD (Multimodal Egocentric Activity Dataset)[42], as shown in Fig. 7.

We analyse a large mobile phone activity dataset provided by Telecom Italia for the Telecom Big Data Challenge contest.

Several reconstruction algorithms were used to reconstruct the activity dataset: A 3D ordered-subsets expectation-maximization (OSEM) algorithm without resolution recovery (OSEM3D), with and without Gaussian post-smoothing.

The KTH dataset [37] is by far the largest standard activity dataset, which consists of six categories of activities performed by twenty-five actors in four different scenarios.

We evaluate our method on three UCI public activity datasets and compare with other state-of-the-art methods.

By partnering with these companies, BaiFenDian accumulates one of the largest e-commerce activity datasets in China.

The use of high-resolution anatomical information (e.g. high-resolution computed tomography (HRCT) or MRI) for improved reconstruction of the activity datasets is appealing and has shown promising results in brain imaging [9].

The moving nature of the heart, coupled with the possibly non-simultaneous acquisition of the anatomical and the activity datasets, is likely to introduce discrepancies between the PET and the anatomical image, that in turn might mislead lesion quantification and detection.

The authors in [44] proposed an efficient big data reduction scheme for the IP-activity dataset in social science.