This paper reports on the 2nd Workshop on Model Driven Development of Advanced User Interfaces (MDDAUI’06) held on October 2nd, 2006 at the MoDELS’06 conference in Genova, Ital...
Jan Van den Bergh, Gerrit Meixner, Kai Breiner, An...
The fields of machine learning and mathematical programming are increasingly intertwined. Optimization problems lie at the heart of most machine learning approaches. The Special T...
Social media has become a major source of information for many applications. Numerous techniques have been proposed to analyze network structures and text contents. In this paper,...
Abstract. We outline the basic principles of neuropercolation, a generalized percolation model motivated by the dynamical properties of the neuropil, the densely interconnected neu...
Robert Kozma, Marko Puljic, Paul Balister, B&eacut...
We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...