Donatella Bacciu

Affiliations

Istituto Zooprofilattico Sperimentale della Sardegna, Via Vienna 2, 07100, Sassari, Italy.

Publications (18)

Augmenting Recurrent Neural Networks Resilience by Dropout.

IEEE transactions on neural networks and learning systems

Avec: Davide Bacciu , Francesco Crecchi

A Deep Graph Network-Enhanced Sampling Approach to Efficiently Explore the Space of Reduced Representations of Proteins.

Frontiers in molecular biosciences

Avec: Federico Errica , Marco Giulini , Davide Bacciu , Roberto Menichetti , Alessio Micheli , Raffaello Potestio

Is Class-Incremental Enough for Continual Learning?

Frontiers in artificial intelligence

Avec: Andrea Cossu , Gabriele Graffieti , Lorenzo Pellegrini , Davide Maltoni , Davide Bacciu , Antonio Carta , Vincenzo Lomonaco

A causal learning framework for the analysis and interpretation of COVID-19 clinical data.

PloS one

Avec: Elisa Ferrari , Luna Gargani , Greta Barbieri , Lorenzo Ghiadoni , Francesco Faita , Davide Bacciu

Deep Learning for Dynamic Graphs: Models and Benchmarks.

IEEE transactions on neural networks and learning systems

Avec: Alessio Gravina , Davide Bacciu

Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI).

Artificial intelligence in medicine

Avec: Elisa Ferrari , Alessandra Retico , Davide Bacciu

A Deep Classifier for Upper-Limbs Motor Anticipation Tasks in an Online BCI Setting.

Bioengineering (Basel, Switzerland)

Avec: Andrea Valenti , Michele Barsotti , Davide Bacciu , Luca Ascari

A Systematic Review of Wi-Fi and Machine Learning Integration with Topic Modeling Techniques.

Sensors (Basel, Switzerland)

Avec: Daniele Atzeni , Davide Bacciu , Daniele Mazzei , Giuseppe Prencipe

The CLAIRE COVID-19 initiative: approach, experiences and recommendations.

Ethics and information technology

Avec: Gianluca Bontempi , Ricardo Chavarriaga , Hans eD Canck , Emanuela Girardi , Holger Hoos , Iarla Kilbane-Dawe , Tonio Ball , Ann Nowé , Jose Sousa , Davide Bacciu , Marco Aldinucci , Manlio eD Domenico , Alessandro Saffiotti , Marco Maratea

Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark.

Frontiers in artificial intelligence

Avec: Antonio Carta , Andrea Cossu , Federico Errica , Davide Bacciu

Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with deep graph networks.

PLoS computational biology

Avec: Alessio Gravina , Jennifer L Wilson , Davide Bacciu , Kevin J Grimes , Corrado Priami

Modeling Mood Polarity and Declaration Occurrence by Neural Temporal Point Processes.

IEEE transactions on neural networks and learning systems

Avec: Davide Bacciu , Davide Morelli , Vlad Pandelea

Continual pre-training mitigates forgetting in language and vision.

Neural networks : the official journal of the International Neural Network Society

Avec: Andrea Cossu , Antonio Carta , Lucia Passaro , Vincenzo Lomonaco , Tinne Tuytelaars , Davide Bacciu

A gentle introduction to deep learning for graphs.

Neural networks : the official journal of the International Neural Network Society

Avec: Davide Bacciu , Federico Errica , Alessio Micheli , Marco Podda

Interaction of historical and modern Sardinian African swine fever viruses with porcine and wild-boar monocytes and monocyte-derived macrophages.

Archives of virology

Avec: Silvia Dei Giudici , Giulia Franzoni , Piero Bonelli , Donatella Bacciu , Giovanna Sanna , Pier Paolo Angioi , Mauro Ledda , Giovannantonio Pilo , Paola Nicolussi , Annalisa Oggiano

Explaining Deep Graph Networks via Input Perturbation.

IEEE transactions on neural networks and learning systems

Avec: Davide Bacciu , Danilo Numeroso

Continual learning for recurrent neural networks: An empirical evaluation.

Neural networks : the official journal of the International Neural Network Society

Avec: Andrea Cossu , Antonio Carta , Vincenzo Lomonaco , Davide Bacciu

Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals.

Entropy (Basel, Switzerland)

Avec: Michele Resta , Anna Monreale , Davide Bacciu

Réseau de co-auteurs

Davide Bacciu 17 collaborations

Andrea Cossu 4 collaborations

Antonio Carta 4 collaborations

Federico Errica 3 collaborations

Vincenzo Lomonaco 3 collaborations

Alessio Micheli 2 collaborations

Elisa Ferrari 2 collaborations

Alessio Gravina 2 collaborations

Francesco Crecchi 1 collaboration

Marco Giulini 1 collaboration

Roberto Menichetti 1 collaboration

Raffaello Potestio 1 collaboration

Gabriele Graffieti 1 collaboration

Lorenzo Pellegrini 1 collaboration

Davide Maltoni 1 collaboration

Luna Gargani 1 collaboration

Greta Barbieri 1 collaboration

Lorenzo Ghiadoni 1 collaboration

Francesco Faita 1 collaboration

Alessandra Retico 1 collaboration

Andrea Valenti 1 collaboration

Michele Barsotti 1 collaboration

Luca Ascari 1 collaboration

Daniele Atzeni 1 collaboration

Daniele Mazzei 1 collaboration

Giuseppe Prencipe 1 collaboration

Gianluca Bontempi 1 collaboration

Ricardo Chavarriaga 1 collaboration

Hans eD Canck 1 collaboration

Emanuela Girardi 1 collaboration

Holger Hoos 1 collaboration

Iarla Kilbane-Dawe 1 collaboration

Tonio Ball 1 collaboration

Ann Nowé 1 collaboration

Jose Sousa 1 collaboration

Marco Aldinucci 1 collaboration

Manlio eD Domenico 1 collaboration

Alessandro Saffiotti 1 collaboration

Marco Maratea 1 collaboration

Jennifer L Wilson 1 collaboration

Kevin J Grimes 1 collaboration

Corrado Priami 1 collaboration

Davide Morelli 1 collaboration

Vlad Pandelea 1 collaboration

Lucia Passaro 1 collaboration

Tinne Tuytelaars 1 collaboration

Marco Podda 1 collaboration

Silvia Dei Giudici 1 collaboration

Giulia Franzoni 1 collaboration

Piero Bonelli 1 collaboration

Giovanna Sanna 1 collaboration

Pier Paolo Angioi 1 collaboration

Mauro Ledda 1 collaboration

Giovannantonio Pilo 1 collaboration

Paola Nicolussi 1 collaboration

Annalisa Oggiano 1 collaboration

Danilo Numeroso 1 collaboration

Michele Resta 1 collaboration

Anna Monreale 1 collaboration