Sigmoid output layers are widely used in multi-label classification (MLC) tasks, in which
multiple labels can be assigned to any input. In many practical MLC tasks, the number of …

Geometric numerical integration has recently been exploited to design symplectic
accelerated optimization algorithms by simulating the Bregman Lagrangian and Hamiltonian …

The widespread of mobile digital cameras and phones facilitate creation of multimedia
including audio and video records. Categorizing the spoken documents by themes is a key …

This study explores a novel method to investigate expert commentary. Within the research
field of expertise, it is currently unknown how experts structure their speech. This thesis used …