Abstract: Predicting the electricity consumption of individual appliances, known as appliance-level energy consumption (ALEC) prediction, is essential for effective energy management and conservation.

The transitive closue of a directed, acyclic graph can be casually defined as the "reachability matrix" of any given graph. That is, a matrix in which the intersection of any two vertices is either 0, ...