4 papers
Deep Attention Model for Triage of Emergency Department Patients
Djordje Gligorijevic, Jelena Stojanovic, Wayne Satz +4
Optimization of patient throughput and wait time in emergency departments (ED) is an important task for hospital systems. For that reason, Emergency Severity Index (ESI) system for…
Improving confidence while predicting trends in temporal disease networks
Djordje Gligorijevic, Jelena Stojanovic, Zoran Obradovic
For highly sensitive real-world predictive analytic applications such as healthcare and medicine, having good prediction accuracy alone is often not enough. These kinds of applicat…
Modeling Customer Engagement from Partial Observations
Jelena Stojanovic, Djordje Gligorijevic, Zoran Obradovic
It is of high interest for a company to identify customers expected to bring the largest profit in the upcoming period. Knowing as much as possible about each customer is crucial f…
Semi-supervised learning for structured regression on partially observed attributed graphs
Jelena Stojanovic, Milos Jovanovic, Djordje Gligorijevic +1
Conditional probabilistic graphical models provide a powerful framework for structured regression in spatio-temporal datasets with complex correlation patterns. However, in real-li…