In real world scenario, large number of features represents a data, but all these are not useful.In this paper,hybrid algorithm comprising modified genetic (GA) for segmentation andnormalised sum square deviation (NSSD) feature selection is proposed. The proposed tested one standard dataset, which gives an average accuracy 94.3% neural network classifier. Keywords: Classification, segmentation,...

This paper studies the problem of scheduling jobs on identical parallel processors to minimize workload balancing criteria. While workload balancing is certainly an important criterion given the need of production systems to use all of their resources efficiently, there is no established measure of performance in the scheduling literature that characterizes total workload balance. In this paper...

We consider a stochastic differential equation and its Euler-Maruyama (EM) scheme, under some appropriate conditions, they both admit unique invariant measure, denoted by π πη respectively (η is the step size of EM scheme). construct an empirical measure Πη scheme as statistic πη, use Stein’s method developed in Fang, Shao Xu (Probab. Theory Related Fields 174 (2019) 945–979) to prove central l...

Let fXn;n 1g be i.i.d. R d-valued random variables. We prove Partial Moderate Deviation Principles for self-normalized partial sums subject to minimal moment assumptions. Applications to the self-normalized law of the iterated logarithm are also discussed.

The problem of electrical load forecasting presents some particularities, compared to the generic problem of time-series prediction. One of these particularities is that several values (corresponding to one day of consumption) are usually expected as the result of the prediction. In this paper, we propose an original method dividing the problem into three parts: prediction of the daily mean, of...

Left atrial size and function are very important prognostic factors. Our aim was to evaluate left atrial size, function and mechanical synchrony using three-dimensional echocardiography in order to establish normal reference values. The study involved 63 healthy individuals enrolled at two hospitals. All underwent two-dimensional and three-dimensional echocardiography. Mechanical asynchrony was...

In this paper, we introduce the novel parameters indicating Normalized Tenacity ($T_N$) and Normalized Toughness ($t_N$) by a modification on existing Tenacity and Toughness parameters.  Using these new parameters enables the graphs with different orders be comparable with each other regarding their vulnerabilities. These parameters are reviewed and discussed for some special graphs as well.