Business Process Management Systems (BPMS) is a complex information system that provides designing, administrating, and improving the business processes. Task allocation to human resources is one of the most important issues which should be managed more efficiently in BPMS. Task allocation algorithms are defined in order to meet the various policies of organizations. The most important of these...

In some countries, regional authorities may attempt to rebalance the allocation of national facilities in benefit their own region which, turn, cause disturbances central government’s decision-making proces. Regarding hierarchical nature these types decisions, classical optimization models are not effective and use multi-level programming can increase efficiency planning. Our paper aims address...

Data augmentation is an important procedure in deep learning. GAN-based data can be utilized many domains. For instance, the credit card fraud domain, imbalanced dataset problem a major one as number of cases minority compared to legal payments. On other hand, generative techniques are considered effective ways rebalance class issue, these balance both and majority classes before training. In m...

Online continual learning (online CL) studies the problem of sequential tasks from an online data stream without task boundaries, aiming to adapt new while alleviating catastrophic forgetting on past tasks. This paper proposes a framework Contrastive Vision Transformer (CVT), which designs focal contrastive strategy based transformer architecture, achieve better stability-plasticity trade-off f...

• Strong dependencies between very distant markets and Gold are found on the first wave of pandemic. G7-Gold correlation patterns similar, while BRICS fail to report such attribute. An increase in wavelet decomposition frequency could lead surge potential diversification benefits. Mid-timescale decompositions confirm outperformance filtering data strategies. This research empirically evaluates ...

Previously, a charge balance hypothesis was proposed to explain hepatitis B virus (HBV) capsid stability, assembly, RNA encapsidation, and DNA replication. This hypothesis emphasized the importance of a balanced electrostatic interaction between the positive charge from the arginine-rich domain (ARD) of the core protein (HBc) and the negative charge from the encapsidated nucleic acid. It remain...

Multi-commodity rebalancing plays a critical role before and during the attack of large-scale disasters. In practice, some relief centers can be out reach from ground for vehicles due to road disruption. Accordingly, alternative transportation systems are essential maximize fairness minimize total time, simultaneously. However, little study has reported on this issue humanitarian logistics. To ...

With high inflation economy, investors must find another way to minimize their risk, but also maximize return of the portfolio. Various instruments used for finding most suitable amount portfolio allocation. Single instruments, such as stocks, bonds, and time deposits is chosen by secure assets from inflation. The other chose mutual funds grow investments. One solutions allocation rebalance In ...