Search Results for author: Alessandro Bria

Found 5 papers, 3 papers with code

On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection

1 code implementation15 Feb 2024 Marco Cantone, Claudio Marrocco, Alessandro Bria

The results show nearly perfect classification performance when the models are trained and tested on the same dataset.

Data Visualization Network Intrusion Detection

Gravity Network for end-to-end small lesion detection

1 code implementation22 Sep 2023 Ciro Russo, Alessandro Bria, Claudio Marrocco

This paper introduces a novel one-stage end-to-end detector specifically designed to detect small lesions in medical images.

Lesion Detection

Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images

1 code implementation5 Aug 2022 Marawan Elbatel, Christina Bornberg, Manasi Kattel, Enrique Almar, Claudio Marrocco, Alessandro Bria

We propose Seamless Iterative Semi-Supervised correction of Imperfect labels (SISSI), a new method for training object detection models with noisy and missing annotations in a semi-supervised fashion.

Image Generation Object Detection +1

Sinc-based convolutional neural networks for EEG-BCI-based motor imagery classification

no code implementations19 Jan 2021 Alessandro Bria, Claudio Marrocco, Francesco Tortorella

Brain-Computer Interfaces (BCI) based on motor imagery translate mental motor images recognized from the electroencephalogram (EEG) to control commands.

EEG General Classification +1

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