no code implementations • 4 Oct 2022 • Parastoo Kamranfar, David Lattanzi, Amarda Shehu, Daniel Barbará
The MIL-based formulation performs no worse than single instance learning on easy to moderate datasets and outperforms single-instance learning on more challenging datasets.
no code implementations • 4 Oct 2021 • Yuanjie Lu, Parastoo Kamranfar, David Lattanzi, Amarda Shehu
However, a key shortcoming of state-of-the-art methods is their inability to take into account information of various modalities, for instance the impact of maintenance downtime on traffic flows.