no code implementations • 25 Jun 2020 • Oguzhan Karaahmetoglu, Suleyman S. Kozat
We study the spatio-temporal prediction problem and introduce a novel point-process-based prediction algorithm.
no code implementations • 17 Jun 2020 • Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat
We investigate nonlinear regression for nonstationary sequential data.
no code implementations • 25 May 2020 • Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat
We study anomaly detection and introduce an algorithm that processes variable length, irregularly sampled sequences or sequences with missing values.
no code implementations • 7 Mar 2020 • Oguzhan Karaahmetoglu, Suleyman Serdar Kozat
We extend the formulations of a standard point process model that can represent time-series data to represent a spatio-temporal data.