The investment industry is undergoing a transformation that is largely attributable to technological advancements. Investors will benefit from a basic understanding of ML algorithms and the impact ...

The portfolio optimization model has limited impact in practice because of estimation issues when applied to real data. To address this, we adapt two machine learning methods, regularization and cross ...

The optimisation of software systems has become increasingly critical in enhancing the maintainability, performance and scalability of complex applications. Recent advances in clustering techniques ...

The main step of this method includes the clustering optimization and the locally-centralized CP. Firstly, each cluster broadcasts information to the UAV to determine which cluster is the HPC. After ...