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D

Davide Bacciu

university of pisa

24H-index
375Paper Count
2.7KCitation Count
Published Papers 44
Publication Date
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A practical guide to streaming continual learning
errNeurocomputing
IF6.5
err2026-02-03
err0
PREAI
errAndrea Cossu; Federico Giannini; Giacomo Ziffer; Alessio Bernardo; Alexander Gepperth; Emanuele Della Valle; Barbara Hammer; Davide Bacciu
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errSave
Direct Feedback Alignment for Recurrent Neural Networks
errHIGH PERFORMANCE COMPUTING WORKSHOPS, ISC HIGH PERFORMANCE 2025 INTERNATIONAL WORKSHOPS
IF0
err2026-01-01
err0
PREAI
errFolchini, Sara; Cossu, Andrea; Ceni, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; Gallicchio, Claudio
errShare
errSave
Real-Time and Personalized Product Recommendations for Large E-Commerce Platforms
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III
IF0
err2026-01-01
err0
PREAI
errTolloso, Matteo; Bacciu, Davide; Mokarizadeh, Shahab; Varesi, Marco
errShare
errSave
ECLYPSE: A Python Framework for Simulation and Emulation of the Cloud-Edge Continuum
errJournal of Software-Evolution and Process
IF1.8
err2026-01-01
err0
PREAI
errMassa, Jacopo; De caro, Valerio; Forti, Stefano; Dazzi, Patrizio; Bacciu, Davide; Brogi, Antonio
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errSave
Informed machine learning for complex data
errNeurocomputing
IF6.5
err2025-12-22
err0
errOAAI
errLuca Oneto; Nicolò Navarin; Alessio Micheli; Luca Pasa; Claudio Gallicchio; Davide Bacciu; Davide Anguita
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errSave
Enhancing randomized recurrent neural networks with explainable attribution methods
errNeurocomputing
IF6.5
err2025-12-03
err0
PREAI
errFrancesco Spinnato; Andrea Ceni; Andrea Cossu; Riccardo Guidotti; Claudio Gallicchio; Davide Bacciu
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errSave
ECG synthesis for cardiac arrhythmias: Integrating self-supervised learning and generative adversarial networks
errArtificial Intelligence in Medicine
IF6.2
err2025-05-26
err0
PREAI
errLorenzo Simone; Davide Bacciu; Vincenzo Gervasi
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errSave
Continual pre-training mitigates forgetting in language and vision
errNEURAL NETWORKS
IF6.3
err2024-11-01
err1
errOAAI
errCossu, Andrea; Carta, Antonio; Passaro, Lucia; Lomonaco, Vincenzo; Tuytelaars, Tinne; Bacciu, Davide
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errSave
Drifting explanations in continual learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err1
errOAAI
errCossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
errShare
errSave
Deep Learning for Dynamic Graphs: Models and Benchmarks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-09-01
err0
PREAI
errGravina, Alessio; Bacciu, Davide
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errSave
Projected Latent Distillation for Data-Agnostic Consolidation in distributed continual learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err1
errOAAI
errCarta, Antonio; Cossu, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; van de Weijer, Joost
errShare
errSave
Shared Awareness Across Domain-Specific Artificial Intelligence: An Alternative to Domain-General Intelligence and Artificial Consciousness
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2024-07-17
err0
errOAAI
errDeroy, Ophelia; Bacciu, Davide; Bahrami, Bahador; Della Santina, Cosimo; Hauert, Sabine
errShare
errSave
Extending OpenStack Monasca for Predictive Elasticity Control
errBIG DATA MINING AND ANALYTICS
IF6.2
err2024-06-01
err1
errOAAI
errLanciano, Giacomo; Galli, Filippo; Cucinotta, Tommaso; Bacciu, Davide; Passarella, Andrea
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errSave
Special Issue on Causal Discovery and Causality-Inspired Machine Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err0
errOAAI
errZhang, Kun; Shpitser, Ilya; Magliacane, Sara; Bacciu, Davide; Wu, Fei; Zhang, Changshui; Spirtes, Peter
errShare
errSave
Deep Graph Networks for Drug Repurposing With Multi-Protein Targets
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-01-01
err2
PREAI
errBacciu, Davide; Errica, Federico; Gravina, Alessio; Madeddu, Lorenzo; Podda, Marco; Stilo, Giovanni
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errSave
Explaining Deep Graph Networks via Input Perturbation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-12-01
err10
PREAI
errBacciu, Davide; Numeroso, Danilo
errShare
errSave
Continual adaptation of federated reservoirs in pervasive environments
errNEUROCOMPUTING
IF6.5
err2023-11-01
err4
PREAI
errDe Caro, Valerio; Gallicchio, Claudio; Bacciu, Davide
errShare
errSave
Modeling Mood Polarity and Declaration Occurrence by Neural Temporal Point Processes
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-04-01
err0
PREAI
errBacciu, Davide; Morelli, Davide; Pandelea, Vlad
errShare
errSave
A 2-Phase Strategy for Intelligent Cloud Operations
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errLanciano, Giacomo; Andreoli, Remo; Cucinotta, Tommaso; Bacciu, Davide; Passarella, Andrea
errShare
errSave
Inductive-transductive learning for very sparse fashion graphs
errNEUROCOMPUTING
IF6.5
err2022-09-01
err0
PREAI
errDukic, Haris; Mokarizadeh, Shahab; Deligiorgis, Georgios; Sepe, Pierpaolo; Bacciu, Davide; Trincavelli, Marco
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
I
Ian O. Ellis
H-index: 147 · Papers: 1.8K
C
Changshui Zhang
H-index: 73 · Papers: 599
H
Holger H. Hoos
H-index: 70 · Papers: 380
T
Tinne Tuytelaars
H-index: 69 · Papers: 527
G
Gianluca Bontempi
H-index: 60 · Papers: 404
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