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D

Donato Malerba

university of bari aldo moro

40H-index
425Paper Count
7.7KCitation Count
Published Papers 36
Publication Date
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Data-Centric AI Manifesto: How Data Quality Drives Modern AI
errElectronics
IF2.6
err2026-05-01
err0
errOAAI
errDonato Malerba; Antonella Poggi; Mario Alviano; Tommaso Boccali; Maria Teresa Camerlingo; Roberto Maria Delfino; Domenico Diacono; Domenico Elia; Vincenzo Pasquadibisceglie; Mara Sangiovanni; Vincenzo Spinoso; Gioacchino Vino
errShare
errSave
Multimodal predictive process monitoring and its application to explainable clinical pathways
errInformation Systems
IF3.4
err2026-02-14
err0
errOAAI
errVincenzo Pasquadibisceglie; Ivan Donadello; Annalisa Appice; Oswald Lanz; Fabrizio Maria Maggi; Giuseppe Fiameni; Donato Malerba
errShare
errSave
Artificial intelligence in medicine: a position paper by the Italian Society of Internal Medicine
errInternal and Emergency Medicine
IF3.8
err2025-12-19
err0
errOAAI
errClara Balsano; Federico Cabitza; Sebastiano Cicco; Marco Gori; Donato Malerba; Marco Montagna; Roberto Tarquini; Angelo Vacca
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errSave
OLIVANDER: a counterfactual-based method to generate adversarial Windows PE malware
errData Mining and Knowledge Discovery
IF4.3
err2025-07-07
err0
errOAAI
errLuca De Rose; Giuseppina Andresini; Annalisa Appice; Donato Malerba
errShare
errSave
Balancing Protection and Quality in Big Data Analytics Pipelines
errbig data
IF2
err2025-04-07
err0
PREAI
errAntongiacomo Polimeno; Paolo Mignone; Chiara Braghin; Marco Anisetti; Michelangelo Ceci; Donato Malerba; Claudio A. Ardagna
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errSave
PROPHET: Explainable Predictive Process Monitoring With Heterogeneous Graph Neural Networks
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-11-01
err1
errOAAI
errPasquadibisceglie, Vincenzo; Scaringi, Raffaele; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato
errShare
errSave
Quarta: quantum supervised and unsupervised learning for binary classification in domain-incremental learning
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2024-10-14
err0
errOAAI
errLoglisci, Corrado; Malerba, Donato; Pascazio, Saverio
errShare
errSave
VINCENT: Cyber-threat detection through vision transformers and knowledge distillation
errCOMPUTERS & SECURITY
IF5.4
err2024-09-01
err0
errOAAI
errDe Rose, Luca; Andresini, Giuseppina; Appice, Annalisa; Malerba, Donato
errShare
errSave
JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Prediction
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-07-01
err6
errOAAI
errPasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato
errShare
errSave
PANACEA: a neural model ensemble for cyber-threat detection
errMACHINE LEARNING
IF2.9
err2024-01-12
err2
errOAAI
errAL-Essa, Malik; Andresini, Giuseppina; Appice, Annalisa; Malerba, Donato
errShare
errSave
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2023-07-01
err3
PREAI
errPasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Fiorentino, Nicola; Malerba, Donato
errShare
errSave
SENECA: Change detection in optical imagery using Siamese networks with Active-Transfer Learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err7
PREAI
errAndresini, Giuseppina; Appice, Annalisa; Ienco, Dino; Malerba, Donato
errShare
errSave
ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-09-01
err28
PREAI
errAndresini, Giuseppina; Appice, Annalisa; Caforio, Francesco Paolo; Malerba, Donato; Vessio, Gennaro
errShare
errSave
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2022-07-01
err38
PREAI
errPasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato
errShare
errSave
GAN augmentation to deal with imbalance in imaging-based intrusion detection
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2021-10-01
err83
PREAI
errAndresini, Giuseppina; Appice, Annalisa; De Rose, Luca; Malerba, Donato
errShare
errSave
Nearest cluster-based intrusion detection through convolutional neural networks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-03-01
err64
PREAI
errAndresini, Giuseppina; Appice, Annalisa; Malerba, Donato
errShare
errSave
Detecting salient regions in a bi-temporal hyperspectral scene by iterating clustering and classification
errAPPLIED INTELLIGENCE
IF3.5
err2020-05-06
err10
PREAI
errAppice, Annalisa; Guccione, Pietro; Acciaro, Emilio; Malerba, Donato
errShare
errSave
jKarma: A highly-modular framework for pattern-based change detection on evolving data
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-03-01
err2
errOAAI
errImpedovo, Angelo; Loglisci, Corrado; Ceci, Michelangelo; Malerba, Donato
errShare
errSave
A Multi-Stage Machine Learning Approach to Predict Dengue Incidence: A Case Study in Mexico
errIEEE ACCESS
IF3.6
err2020-01-01
err28
errOAAI
errAppice, Annalisa; Gel, Yulia R.; Iliev, Iliyan; Lyubchich, Vyacheslav; Malerba, Donato
errShare
errSave
ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs
errIEEE ACCESS
IF3.6
err2020-01-01
err20
errOAAI
errPasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato; Modugno, Giuseppe
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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D
Dimitrios Gunopulos
H-index: 65 · Papers: 379
S
Sašo Džeroski
H-index: 64 · Papers: 599
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