4 citations · 9 across the 6 of their papers we have counts for
4 papers · 1 filter
Adaptive Dynamic Model Averaging with an Application to House Price Forecasting
Alisa Yusupova, Nicos G. Pavlidis, Efthymios G. Pavlidis
Dynamic model averaging (DMA) combines the forecasts of a large number of dynamic linear models (DLMs) to predict the future value of a time series. The performance of DMA critical…
Subspace Clustering with Active Learning
Hankui Peng, Nicos G. Pavlidis
Subspace clustering is a growing field of unsupervised learning that has gained much popularity in the computer vision community. Applications can be found in areas such as motion…
Robust Function-on-Function Regression
Harjit Hullait, David S. Leslie, Nicos G. Pavlidis +1
Functional linear regression is a widely used approach to model functional responses with respect to functional inputs. However, classical functional linear regression models can b…
Subspace Clustering of Very Sparse High-Dimensional Data
Hankui Peng, Nicos Pavlidis, Idris Eckley +1
In this paper we consider the problem of clustering collections of very short texts using subspace clustering. This problem arises in many applications such as product categorisati…