Roberto Interdonato

Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification

2019 · arXiv (Cornell University)

Recurrent Neural Networks (RNNs) can be seriously impacted by the initial parameters assignment, which may result in poor generalization performances on new unseen data. With the objective to tackle this crucial issue, in the context …

Novelty Detection in Event Surveillance Documents

2026 · IEEE Access

Event Based Surveillance (EBS) monitors online sources such as broadcast, print, web news and generates early warning and response (EWAR) signals for use in disaster mitigation. These online sources provide a dynamic data source allowing …