Browsing Complex and Adaptive Systems Laboratory by Subject "Cluster analysis"

DSpace/Manakin Repository

Now showing items 1-2 of 2

Optimizing conflicting objectives in NMF using Pareto simulated annealing

Foley, Kevin ; Greene, Derek ; Cunningham, Pádraig (2010-08-30)

Non-Negative matrix factorization (NMF) has emerged as an important technique for simplifying high-dimension data into interpretable factors. NMF has the attractive characteristic that the factor matrices are naturally ...
Review of Statistical Network Analysis: Models, Algorithms, and Software

Salter-Townshend, Michael ; White, Arthur ; Gollini, Isabella ; Murphy, Thomas Brendan (Wiley-Blackwell, 2012-08)

The analysis of network data is an area that is rapidly growing, both within and outside of the discipline of statistics. This review provides a concise summary of methods and models used in the statistical analysis of ...