12 citations · 16 across the 2 of their papers we have counts for
2 papers
stat.ML2014★ 4 cited
Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System
Zhaoyi Kang, Costas J. Spanos
Sequential or online dimensional reduction is of interests due to the explosion of streaming data based applications and the requirement of adaptive statistical modeling, in many e…
stat.AP2014★ 12 cited
Modeling of End-Use Energy Profile: An Appliance-Data-Driven Stochastic Approach
Zhaoyi Kang, Ming Jin, Costas J. Spanos
In this paper, the modeling of building end-use energy profile is comprehensively investigated. Top-down and Bottom-up approaches are discussed with a focus on the latter for bette…