2 papers
cs.LG2017
Clustering For Point Pattern Data
Quang N. Tran, Ba-Ngu Vo, Dinh Phung +1
Clustering is one of the most common unsupervised learning tasks in machine learning and data mining. Clustering algorithms have been used in a plethora of applications across seve…
cs.LG2017
Model-based Classification and Novelty Detection For Point Pattern Data
Ba-Ngu Vo, Quang N. Tran, Dinh Phung +1
Point patterns are sets or multi-sets of unordered elements that can be found in numerous data sources. However, in data analysis tasks such as classification and novelty detection…