Abstract: Network traffic classification solutions have increasingly adopted complex models to improve performance. Yet, we show that a simple 1-nearest neighbor classifier-using only a compact ...

Abstract: Imbalanced image classification faces critical challenges in balancing the quality and diversity of synthetic minority samples. This article proposes the improved estimation distribution ...

Photoshop cc 2015 tutorial showing how to create simple, but powerful 3-D text with deep, dramatic shadows. If your 3-D &/or lighting effects aren't available or they're grayed out, it may be due to ...