Donato Malerba

Full Professor, University of Bari

Joined

July 2019

Names

Donato Malerba

Emails

****@uniba.it (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Bari (uniba.it)

2006 – Present

Advisors, Relations & Conflicts

PhD Advisor

2008 – 2011

PhD Advisor

Corrado Loglisci

2006 – 2009

PhD Advisor

Annalisa Appice

2001 – 2004

PhD Advisor

Michelangelo Ceci

2001 – 2004

Expertise

big data analytics

2015 – Present

data mining

2001 – Present

machine learning

1991 – Present

Publications

An AI framework to support decisions on GDPR compliance
Filippo Lorè, Pierpaolo Basile, Annalisa Appice, Marco de Gemmis, Donato Malerba, Giovanni Semeraro
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- J. Intell. Inf. Syst. 2023
- Readers: Everyone
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Nicola Fiorentino, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- IEEE Trans. Serv. Comput. 2023
- Readers: Everyone
A Hybrid Quantum-Classical Framework for Binary Classification in Online Learning
Corrado Loglisci, Ivan Diliso, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- SEBD 2023
- Readers: Everyone
SENECA: Change detection in optical imagery using Siamese networks with Active-Transfer Learning
Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- Expert Syst. Appl. 2023
- Readers: Everyone
CENTAURO: An Explainable AI Approach for Customer Loyalty Prediction in Retail Sector
Giuseppina Andresini, Annalisa Appice, Pasquale Ardimento, Andrea Antonio Brunetta, Antonio Giuseppe Doronzo, Giuseppe Ieva, Francesco Luce, Donato Malerba, Vincenzo Pasquadibisceglie
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- AI*IA 2023
- Readers: Everyone
$\mathsf{SILVIA}$: An eXplainable Framework to Map Bark Beetle Infestation in Sentinel-2 Images
Giuseppina Andresini, Annalisa Appice, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2023
- Readers: Everyone
DARWIN : An online deep learning approach to handle concept drifts in predictive process monitoring
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- Eng. Appl. Artif. Intell. 2023
- Readers: Everyone
GLORIA: A Graph Convolutional Network-Based Approach for Review Spam Detection
Giuseppina Andresini, Annalisa Appice, Roberto Gasbarro, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- DS 2023
- Readers: Everyone
Coupling quantum classification and quantum distance estimation in continual learning
Corrado Loglisci, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- AIQxQIA@AI*IA 2023
- Readers: Everyone
PANACEA: A Neural Model Ensemble for Cyber-Threat Detection
Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- DSAA 2023
- Readers: Everyone

View all 334 publications

Co-Authors

View all 277 co-authors