1.7k citations · 2.4k across the 47 of their papers we have counts for
3 papers · 1 filter
Towards a New Science of a Clinical Data Intelligence
Volker Tresp, Sonja Zillner, Maria J. Costa +14
In this paper we define Clinical Data Intelligence as the analysis of data generated in the clinical routine with the goal of improving patient care. We define a science of a Clini…
Logistic Tensor Factorization for Multi-Relational Data
Maximilian Nickel, Volker Tresp
Tensor factorizations have become increasingly popular approaches for various learning tasks on structured data. In this work, we extend the RESCAL tensor factorization, which has…
Mixture Approximations to Bayesian Networks
Volker Tresp, Michael Haft, Reimar Hofmann
Structure and parameters in a Bayesian network uniquely specify the probability distribution of the modeled domain. The locality of both structure and probabilistic information are…