In the second experiment, we used DARPA 1999 dataset for training three anomaly detection models, which are the PCA-based TMAD, LDA-based GSAD and McPAD.
Since the number of extracted features is constant, we obtained [2.sup.8] =256 by the PCA-based TMAD, [2.sup.16] = 65536 by McPAD, [2.sup.8] = 256 by LDA-based GSAD and [2.sup.8] = 256 by TMAD model.
Since GSAD and PCA-Based TMAD used a payload length of 185 and 150 bytes, respectively, the data pre-processing complexity is 0(1).
To classify a payload q, TMAD, PCA-based TMAD, and LDA-Based GSAD computed the Mahalanobis distance between the payload.
The primary goal of GSAD
, he explained, is to create and conduct a challenging and rigorous secondary academic curriculum and program for highly qualified students from the UAE and other countries.
Like other selective serotonin reuptake inhibitors (SSRIs), fluvoxamine alleviates symptoms of GSAD and OCD.
Decreased serotonin levels are associated with GSAD and OCD.
The FDA based its approval of extended-release fluvoxamine on data from 3 clinical trials with positive outcomes: 2 for GSAD and 1 for OCD (Table 2).(1), (3-6)
As did the GSAD studies, this study compared extended-release fluvoxamine with placebo and not with the immediate-release formulation.
GSAD, in collaboration with the Abu Dhabi National Oil Company (ADNOC), recently organised an Oral Hygiene Campaign for its students.
Bedecked with colourful balloons and the children's favourite cartoon characters including Umm Khamas, Barney, Bugs Bunny, Mickey Mouse and Minnie Mouse, the GSAD's ground resembled a festival ground.