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M

Marco Postiglione

department of electrical engineering and information technology (dieti)

11H-index
61Paper Count
490Citation Count
Published Papers 16
Publication Date
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Palauner: policy-based active learning to augment named entity recognition datasets
errData Mining and Knowledge Discovery
IF4.3
err2026-07-16
err0
errOAAI
errMarco Postiglione; Andrea Vignali; Giancarlo Sperlí; Guido Maria Secondulfo; Vincenzo Moscato
errShare
errSave
ExpLusion: Explanation-driven Late Fusion for enhanced production process monitoring
errComputers & Industrial Engineering
IF6.5
err2026-05-09
err0
PREAI
errAntonino Ferraro; Antonio Galli; Mosè Gallo; Valerio La Gatta; Marco Postiglione; Vincenzo Moscato
errShare
errSave
MediCARE: Medical Collaborative Agents REasoning over Interpretable Heterogeneous Graphs
errArtificial Intelligence in Medicine
IF6.2
err2026-05-02
err0
errOAAI
errAntonino Ferraro; Antonio Galli; Valerio La Gatta; Marco Postiglione; Giuseppe Riccio; Antonio Romano; Gian Marco Orlando; Diego Russo; Vincenzo Moscato
errShare
errSave
A Drone Early Warning System for Predicting Threatening Trajectories
errIEEE Intelligent Systems
IF6.1
err2025-07-01
err0
PREAI
errTonmoay Deb; Sven de Laaf; Valerio La Gatta; Odette Lemmens; Roy Lindelauf; Max van Meerten; Herwin Meerveld; Afke Neeleman; Marco Postiglione; Venkatramanan S. Subrahmanian
errShare
errSave
ALDANER: Active Learning based Data Augmentation for Named Entity Recognition
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-12-01
err0
errOAAI
errMoscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo; Vignali, Andrea
errShare
errSave
Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-07-01
err1
errOAAI
errPostiglione, Marco; Bean, Daniel; Kraljevic, Zeljko; Dobson, Richard J. B.; Moscato, Vincenzo
errShare
errSave
Explainability in AI-based behavioral malware detection systems
errCOMPUTERS & SECURITY
IF5.4
err2024-06-01
err7
errOAAI
errGalli, Antonio; La Gatta, Valerio; Moscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave
An eXplainable Artificial Intelligence Methodology on Big Data Architecture
errCOGNITIVE COMPUTATION
IF4.3
err2024-04-11
err0
errOAAI
errLa Gatta, Valerio; Moscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave
Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2023-10-09
err4
errOAAI
errMoscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave
Data augmentation via context similarity: An application to biomedical Named Entity Recognition
errenterprise information systems
IF3.4
err2023-10-01
err3
errOAAI
errBartolini, Ilaria; Moscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo; Vignali, Andrea
errShare
errSave
Music Recommendation via Hypergraph Embedding
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-10-01
err37
PREAI
errLa Gatta, Valerio; Moscato, Vincenzo; Pennone, Mirko; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave
TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-05-01
err1
errOAAI
errMoscato, Vincenzo; Postiglione, Marco; Sansone, Carlo; Sperli, Giancarlo
errShare
errSave
COVID-19 Sentiment Analysis Based on Tweets
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2023-05-01
err1
PREAI
errLa Gatta, Valerio; Moscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave
CASTLE: Cluster-aided space transformation for local explanations
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-10-01
err13
PREAI
errLa Gatta, Valerio; Moscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave
PASTLE: Pivot-aided space transformation for local explanations
errPATTERN RECOGNITION LETTERS
IF3.3
err2021-09-01
err9
PREAI
errLa Gatta, Valerio; Moscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave
An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2021-03-01
err79
errOAAI
errLa Gatta, Valerio; Moscato, Vincenzo; Postiglione, Marco; Sperli, Giancarlo
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Richard Dobson
H-index: 76 · Papers: 853
V
V. S. Subrahmanian
H-index: 64 · Papers: 580
C
Carlo Sansone
H-index: 43 · Papers: 313
V
Vincenzo Moscato
H-index: 39 · Papers: 288
G
Giancarlo Sperlí
H-index: 35 · Papers: 151
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