Sentence examples for challenging data set from inspiring English sources

We applied this strategy to the ChIP-seq data provided in the CAMDA (Critical Assessment of Massive Data Analysis) 2009 challenging data set [11], which includes ChIP-seq data on RPol II in HeLa S3 cells, and ChIP-seq data on a transcription factor STAT1 (signal transducers and activators of transcription-1) in the same cell line with interferon γ stimulation.

All this variations make a very challenging data set.

In their study [15], Caputo et al. proposed a challenging data set for material recognition called textures under varying illumination, pose and scale (KTH-TIPS) 2a and a methodology to evaluate it.

In the following, we will compare ANGLOR with the second (more challenging) data set.

In order to understand the role of the microRNA-mediate regulatory network in interferon γ – stimulated HeLa cells, we conducted bioinformatics analysis of the RPol II and STAT1 ChIP-seq data provided by the CAMDA 2009 challenging data set [11].

We applied this strategy to the 2009 CAMDA challenging data set [11], in which genome-wide binding patterns of RPol II and STAT1 were measured in HeLa S3 cells under control and interferon γ stimulated conditions, respectively.

The calculated sensitivities were used on the challenge data set.

We therefore used the same threshold for the CASMI challenge data set.

Each software provided candidate ranking for each MS/MS spectrum from the training and challenge data set.

In the challenge data set, 208 MS/MS spectra were matched against the combined MassBank and NIST libraries.

MS offers accurate noise PSD estimation especially if the noise signal is stationary to a certain extent, i.e., varies slowly compared to the statistics of the desired speech component, which is true for the noise contained in the REVERB challenge data set.