Bio
He received the degree in Computer Science from the Department of Computer Science, University of Bari, Italy, and the M.Sc. degree in Data Science from the Department of Computer Science, University of Bari. He is currently pursuing the National Ph.D. degree in Sustainability with University School for Advanced Studies IUSS Pavia, Pavia, Italy. He is carrying out research in the field of computer science, specifically in handwriting processing, pattern recognition, process mining and optimization.
Teaching
Cultore della materia (member of the exam commission):
- Laboratorio di informatica (Computer Laboratory) at the BSc in Informatica (Computer Science)
Publications
2025
- What Time Is It? Finding Which Temporal Features is More Useful for Next Activity Prediction
Lerina Aversano, Martina Iammarino, Antonella Madau, Giuseppe Pirlo, Gianfranco Semeraro
IEEE Open J. Comput. Soc. 6: 261-271
DOI: 10.1109/OJCS.2024.3519815 - Process mining applications in healthcare: a systematic literature review
Lerina Aversano, Martina Iammarino, Antonella Madau, Giuseppe Pirlo, Gianfranco Semeraro
PeerJ Comput. Sci. 11: e2613
DOI: 10.7717/PEERJ-CS.2613
2024
- Filtered Random Hybrid Strokes (Frhs): Filtering Time-Series Considerding Velocity Profile
Stefania Bello, Alessia Monaco, Luca Musti, Giuseppe Pirlo, Gianfranco Semeraro
ICPRAM 2024: 961-968
DOI: 10.5220/0012567500003654 - Handwriting Detection Test (HWDT): Android Application for the Recognition of Neurodegenerative Diseases
Giacomo F. P. Cuccovillo, Donato Impedovo, Alessia Monaco, Giuseppe Pirlo, Gianfranco Semeraro, Davide Veneto
ICPRAM 2024: 985-994
DOI: 10.5220/0012593600003654 - Decision-Level Fusion for the Early Dementia Identification by Hand-Writing and -Drawing
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
MetroXRAINE 2024: 843-848
DOI: 10.1109/METROXRAINE62247.2024.10796523
2023
- Next Activity Prediction: An Application of Shallow Learning Techniques Against Deep Learning Over the BPI Challenge 2020
Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
IEEE Access 11: 117947-117953
DOI: 10.1109/ACCESS.2023.3325738 - MIRROR: Methodological Innovation to Remodel the Electric Loads to Reduce Economic OR Environmental Impact of User
Michela Chimienti, Ivan Danzi, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro, Davide Veneto
Algorithms 16[1]: 1
DOI: 10.3390/A16010001 - Handwriting Task-Selection based on the Analysis of Patterns in Classification Results on Alzheimer Dataset
Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
DSTNDS 2023: 18-29 - Next Activity Prediction and Elapsed Time Prediction on Process Dataset
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
Ital-IA 2023: 605-609 - An AI-Based Approach for the Improvement of University Technology Transfer Processes in Healthcare
Annamaria Demarinis Loiotile, Davide Veneto, Adriana Agrimi, Gianfranco Semeraro, Nicola Amoroso
WorldCIST 2023: 311-320
DOI: 10.1007/978-3-031-45651-0_31
2022
- Early Dementia Identification: On the Use of Random Handwriting Strokes
Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
IGS 2022: 285-300
DOI: 10.1007/978-3-031-19745-1_21