Feature selection is a subfield of machine learning focused on reducing the dimensionality datasets by performing computationally intensive process. This work presents Parallel-FST, publicly available parallel library for feature that includes seven methods which follow hybrid MPI/multithreaded approach to reduce their runtime when executed high performance computing systems. Performance tests ...

Autonomous vehicles (AVs) are becoming increasingly popular, and this can potentially affect road performance. Road performance also influences driving comfort safety for AVs. In study, the influence of changes in traffic volume wheel track distribution caused by AVs on rutting distress asphalt pavement was investigated through finite element simulations. A vehicle-mounted three-dimensional las...

Process capability analysis (PCA) is the ability of a process that measures the degree of providing customer expectations. Generally, the expectations of customer have been defined by using specification limits. A process capability index (PCI) summarizes ability of process to conform specification limits. Generally, this comparison is made by analyzing ratio of specification limits and six-sig...

Bugs in user input sanitation of software systems often lead to vulnerabilities. Among them many are caused by improper use of regular replacement. This paper presents a precise modeling of various semantics of regular substitution, such as the declarative, finite, greedy, and reluctant, using finite state transducers (FST). By projecting an FST to its input/output tapes, we are able to solve a...

This paper studies the precise modeling of various semantics of regular substitution, such as the declarative, finite, greedy, and reluctant replacement, using finite state transducers (FST) as filters. By projecting an FST of regular replacement to its input/output tapes, we are able to solve atomic string constraints, which can be applied to both the forward and backward image computation in ...

115 INTRODUCTION Today’s war fighters must face their adversaries within a constantly changing and challenging battlefield environment. To help counteract these new threats, our military is deploying ever-increasing numbers of unmanned xisting unmanned aerial system (UAS) platforms do not perform well in environments with complex terrain and highly variable aero dynamics. However, it is essenti...

Duloxetine is a selective serotonin and noradrenaline reuptake inhibitor used as antidepressant. However, its mechanisms of action are not fully understood. This study investigated the effect of duloxetine in the mouse forced swimming test (FST) and in the tail suspension test (TST) and the involvement of the NMDA receptors and the l-arginine-NO-cGMP pathway in its effect in the FST. Duloxetine...

introduction: celastrus paniculatus seed oil, commonly known as malkangni or jyotishmati, was in use from time immemorial to treat brain related disorders. celastrus paniculatus seed oil has significant antidepressant-like activity in chronic unpredictable stressed mice. the present study was undertaken to evaluate the antidepressant-like effect of celastrus paniculatus seed oil in unstressed m...