In the research field of automated process discovery and analysis, purity event log datasets ought to be a matter vital importance success discovering sound exact models. Moreover, there exist various types anomalies that result in inaccurate models from enactment datasets. A peculiar one out these anomalies, which is core challenging issue this paper, temporal activity-sequencing anomaly criti...

Dynamic statistical process monitoring methods have been widely studied and applied in modern industrial processes. These aim to extract the most predictable temporal information develop corresponding dynamic schemes. However, measurement noise is widespread real-world processes, ignoring its effect will lead suboptimal modeling performance. In this article, a probabilistic feature analysis (PP...

thin films of polymer doped with nonlinear optical organic dye, disperse red 1, at thickness of 1 to 2 micrometers, were prepared and studied. in order to induce an axial and orientational alignment of dye molecules within polymer matrix, a contact electric field poling was used. by this process the inherent inversion symmetry in the polymer matrix was eliminated to achieve the desired macrosco...