In this work, the continue from the last research work done [20], thus it is proposed a data mining based anomaly detection system, aiming to detect volume anomalies, using Simple Network Management Protocol (SNMP) monitoring. The method is novel in terms of combining the use of Digital Signature of Network Segment (DSNS) with the evolutionary technique called Particle Swarm Optimization (PSO)[...

Particle Swarm Optimization (PSO) is a simple but powerful optimization algorithm, introduced by Kennedy and Eberhart (Kennedy 1995). Its search for function optima is inspired by the behavior of flocks of birds looking for food. Similarly to birds, a set (swarm) of agents (particles) fly over the search space, which is coincident with the function domain, looking for the points where the funct...

Genotype-by-environment (GEI) interaction provides the basic information that helps breeders to select stable and superior genotypes for targeted environments. Climate change also alters recommendations of genotype a specific condition. The field study carried out during cropping seasons 2015–2016 determined performance 16 wheat (13 lines three cultivars) at different locations: University Agri...

Vegetable amaranth is one of the popular leafy vegetable that occupies a prominent place in India owing to its high nutritive value and fast growing ability. The presence considerable genetic variability along with very phenotypic plasticity demands development stable genotypes secure sustainable production. present research was carried out quantify effect genotype x environment interaction on ...

This work aimed to study the response of 10 potato varieties changes in environmental conditions during 2018-2020 growing season forest-steppe zone Republic North Ossetia-Alania. Ecological adaptability, stability, and genetic flexibility were evaluated for 8 2 hybrids Caucasian Research Institute Mountain Piedmont Agriculture (SKNIIGPSKh) breeding. Analysis variance revealed that proportion in...

Aristotle (384-322 BCE) can be attributed with the earliest recorded comments regarding the manner in which humans walk. It was not until the renaissance that further progress was made through the experiments and theorising of Giovanni Borelli (1608-1679). Although several scientists wrote about walking through the enlightenment period it was the brothers Willhelm (1804-1891) and Eduard (1806-1...

Particle swarmoptimization (PSO) is a heuristic global optimizationmethod, proposed originally byKennedy and Eberhart in 1995. It is now one of themost commonly used optimization techniques.This survey presented a comprehensive investigation of PSO. On one hand, we provided advances with PSO, including its modifications (including quantum-behaved PSO, bare-bones PSO, chaotic PSO, and fuzzy PSO)...

Investigations of muscular synergy patterns in locomotion have had a variety of purposes, anti the results have been presented in different degrees of detail. Some stuciies focused on muscles acting on a particular joint, whereas others collsidered selected muscle groups of the lower extremity Partial summaries appear in the major literature on the kinesiology of gait. Included are the works of...

in order to study genotype  environment interaction (g  e) and to identify high yielding and stable genotypes, 17 safflower (carthamus tinctorius l.) genotypes were evaluated in a randomized complete block design with 3 replications, at 9 research stations during four consecutive cropping seasons (2003–06) under rainfed conditions. on the basis of ammi analysis of variance, effects of genotyp...

this study was conducted to investigate the genotype¬×¬environment interaction effects on yield and yield components of wheat. ten cultivars of wheat were evaluated in 8 environments (combinations of two levels of nitrogen and four irrigation regimes) in growing season of 2006-2007 at the research farm of isfahan university of technology. based on the stability parameters of eberhart and russel...