Abstract: In this research, we propose Log2Graph, a new insider threat detection method based on graph convolution neural network (GCN). This method first retrieves the corresponding logs and features ...

Add a description, image, and links to the sliding-window-convolution-method topic page so that developers can more easily learn about it.

Learning to budget effectively changed my financial life. Before I lived on a budget, I sometimes came up short at the end of the month — and I rarely knew where my money was going. However, once I ...

LiCE is a method utilizing Mixed-Integer Optimization (MIO) to provide local Counterfactual Explanations (CEs) of a trained Neural Network classifier (multiple other ML classifiers are possible to be ...

One effective method to improve the reasoning skills of LLMs is to employ supervised fine-tuning (SFT) with chain-of-thought (CoT) annotations. However, this approach has limitations in terms of ...

Having lived in several states, owning primary residences and investment properties, Josh Patoka uses his experience using mortgages and HELOCs to help first-time home buyers and home owners find the ...

ABSTRACT: Purpose: To introduce a practical method of using an Electron Density Phantom (EDP) to evaluate different dose calculation algorithms for photon beams in a treatment planning system (TPS) ...