4 citations · 5 across the 3 of their papers we have counts for
3 papers
q-fin.CP2015
Detect & Describe: Deep learning of bank stress in the news
Samuel Rönnqvist, Peter Sarlin
News is a pertinent source of information on financial risks and stress factors, which nevertheless is challenging to harness due to the sparse and unstructured nature of natural t…
cs.LG2013★ 1 cited
Cluster coloring of the Self-Organizing Map: An information visualization perspective
Peter Sarlin, Samuel Rönnqvist
This paper takes an information visualization perspective to visual representations in the general SOM paradigm. This involves viewing SOM-based visualizations through the eyes of…
q-fin.RM2013★ 4 cited
From Text to Bank Interrelation Maps
Samuel Rönnqvist, Peter Sarlin
In the wake of the ongoing global financial crisis, interdependencies among banks have come into focus in trying to assess systemic risk. To date, such analysis has largely been ba…