About
Giancarlo Sperlì is a Associate Professor at the University of Naples Federico II, where he is a member of the Pattern analysis, Intelligent Computation and mUltimedia Systems (PICUS) research group of the Department of Electrical Engineering and Information Technology (DIETI). Furthermore, he collaborates actively as researcher with Consorzio Interuniversitario Nazionale per l'Informatica (CINI). In particular, he hold a Bachelor’s and Master’s Degree in Computer Science and Engineering, both from the University of Naples Federico II and in 2018 he received the Ph.D degree in Information Technology and Electrical Engineering of University of Naples Federico II.
He served as guest editor of three Special Issues on International Journals (Elsevier Computers & Security on “Anomaly Detection in Cyber-Physical Systems”, MDPI Future Internet on “Intelligent Innovations in Multimedia Data” and MDPI Big Data and Cognitive Computing "Graph-Based Data Mining and Social Network Analysis"), an international conference special session ("Anomaly Detection" in Cyber Physical Systems in 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering) and three workshops hosted in international conferences (1st International Workshop on Election Infrastructure Security (EIS 2022) in conjunction with the 27th European Symposium on Research in Computer Security (ESORICS 2022), The 2nd International Workshop on Social Media Networks Analytics and Applications (SMA2) in 2018 IEEE International Conference on Information Reuse and Integration (IRI) and “1st International Workshop on eHealth in the Big Data and Deep Learning Era” workshop in 20th International Conference on Image Analysis and Processing (ICIAP2019)).
Associate Professor.
- City: Naples, Italy
- Website: link
- Email: giancarlo.sperli@unina.it
My current research interests lie in the area of multimedia, knowledge management, Big Data analytics and cyber-security. In particular, main research are focused on:
Resume
The main personal educational and work experiences are detailed below.
Summary
Giancarlo Sperlì
Associate Professor @ University of Naples Federico II.
- Via Claudio 21, 80125, Naples, Italy
- giancarlo.sperli@unina.it
Education
PhD in Information Technology and Electrical Engineering
2018
University of Naples Federico II
Thesis: Multimedia Social Network.
Master Degree of Computer Engineering
2009 - 2012
University of Naples Federico II
Thesis: Recognizing Unexplained Behavior in Network Intrusions.
Bachelor Degree of Computer Engineering
2005 - 2009
University of Naples Federico II
Thesis: Development of a framework for the management and monitoring of environments.
Professional Experience
Associate Professor
2024 - now
University of Naples Federico II, Italy, IT
- Research activity about Big Data Architecture and Analytics and Artificial Intelligence models for supporting several industrial and real-world applications.
Assistant Professor (RTD-B)
2021 - 2024
University of Naples Federico II, Italy, IT
- Research activity about Big Data Architecture and Analytics and Artificial Intelligence models for supporting several industrial and real-world applications.
Research fellow
2019 - 2020
University of Naples Federico II, Italy, IT
- Analysis and design of Big Data techniques and Data Mining models to deal with Cyberbullying problem.
Senior Researcher
2018 - 2019
Consorzio Interuniversitario Nazionale per l'Informatica (CINI), Italy, IT
- Analysis and design of Big Data techniques and Data Mining models to support e-health applications.
Research Assistant
2016 - 2016
University of Maryland, Maryland, MD, USA
- Research activities on cyber-security topics, focusing in particular on cyber-deception.
IT Architect
2012 - 2014
Accenture S.P.A., Italy, IT
- Design and delivery of storage and backup scalable solutions, with a focus on virtualization solutions.
- Delivery of IT transformation programs (such as Network Function Virtualization Infrastructure (NFVI) or Datacenter Consolidation) or initiatives to align IT infrastructure costs to the information business value by means of storage efficiency techniques and ILM solutions.
- Technical feasibility analysis (POC) of solutions in the field of Data Management.
- Scouting of main market trends and technological solutions for the different components of the IT infrastructure to identify the most appropriate technological solution.
Publications
Giancarlo Sperlì has published 129 journal papers, conference proceedings and book chapters, whose lastest publications are listed below:
Teaching
The main teaching activities are detailed below.
University course
Elementi di Intelligenza Artificiale
2024-2025
Bachelor degree in Computer Engineering
University of Naples Federico II
Corso Nicolangelo Protopisani,70,80146,Naples,Italy.
Hardware and Software for Big Data mod. A
2024-2025
Master Degree in Data Science
University of Naples Federico II
Via Claudio 21,80125,Naples,Italy.
Bioinformatica
2024-2025
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Applicazioni di Bioinformatica
2024-2025
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Machine Learning for Health Data Analysis
2024-2025
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Sistemi informativi per la telemedicina
2024-2025
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Elementi di Intelligenza Artificiale
2023-2024
Bachelor degree in Computer Engineering
University of Naples Federico II
Corso Nicolangelo Protopisani,70,80146,Naples,Italy.
Machine Learning and Big Data
2023-2024
Master degree in Autonomous Vehicle Engineering
University of Naples Federico II
Corso Nicolangelo Protopisani,70,80146,Naples,Italy.
Hardware and Software for Big Data mod. A
2023-2024
Master Degree in Data Science
University of Naples Federico II
Via Claudio 21,80125,Naples,Italy.
Bioinformatica
2023-2024
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Applicazioni di Bioinformatica
2023-2024
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Machine Learning for Health Data Analysis
2023-2024
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Sistemi informativi per la telemedicina
2023-2024
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Machine Learning for Engineering
2022-2023
Master Degree in Ingegneria Meccanica per la progettazione e la produzione
University of Naples Federico II
Via Claudio 21,80125,Naples,Italy.
Computer Science Laboratory
2022-2023
Bachelor degree in Hospitality Management
University of Naples Federico II
Via Vicinale Cupa Cintia,26,80126,Naples,Italy.
Machine Learning and Big Data
2022-2023
Master degree in Autonomous Vehicle Engineering
University of Naples Federico II
Corso Nicolangelo Protopisani,70,80146,Naples,Italy.
Electronic Calculators I
2022-2023
Bachelor degree in Computer Engineering
University of Naples Federico II
Corso Nicolangelo Protopisani,70,80146,Naples,Italy.
Machine Learning for Health Data Analysis
2022-2023
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Sistemi informativi per la telemedicina
2022-2023
Degree in Medicina e Chirurgia ad indirizzo Tecnologico
University of Naples Federico II
Via Pansini, 5, 80131,Naples,Italy.
Big Data Engineering
2021-2022
Master degree in Computer Engineering
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
Electronic Calculators I
2021-2022
Bachelor degree in Computer Engineering
University of Naples Federico II
Corso Nicolangelo Protopisani,70,80146,Naples,Italy.
Big Data Analytics and Business Intelligence
2020-2021
Master degree in Computer Engineering
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
Informatica per l'edilizia
2019-2020
Bachelor degree in Tecniche per l’Edilizia, il Territorio e l’Ambiente
University of Campania "Luigi Vanvitelli"
Viale Abramo Lincoln, 5, 81100 Caserta, Italy.
Information Systems
2018-2019
Master degree in Ingegneria Gestionale
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
PhD Course
Big Data Architecture and Analytics
2024-2025
PhD Course
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
Architecture for Big Data Processing
2024-2025
PhD Course
University of Milano-Bicocca
Piazza dell'Ateneo Nuovo, 1, 20126 Milano MI, Italy.
Big Data Architecture and Analytics
2023-2024
PhD Course
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
Architecture for Big Data Processing - Lab
2023-2024
PhD Course
University of Milano-Bicocca
Piazza dell'Ateneo Nuovo, 1, 20126 Milano MI, Italy.
Big Data Architecture and Analytics
2022-2023
PhD Course
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
Architecture for Big Data Processing - Lab
2022-2023
PhD Course
University of Milano-Bicocca
Piazza dell'Ateneo Nuovo, 1, 20126 Milano MI, Italy.
Big Data Architecture and Analytics
2021-2022
PhD Course
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
Architecture for Big Data Processing - Lab
2021-2022
PhD Course
University of Milano-Bicocca
Piazza dell'Ateneo Nuovo, 1, 20126 Milano MI, Italy.
Big Data
2018-2019
PhD Course
University of Naples Federico II
Via Claudio, 21, 80125, Naples, Italy.
Other course
Artificial Intelligence
2024 - 12h
Scuola Nazionale dell'Amministrazione
CVia dei Robilant, 11, 00135 Roma, Italy.
Big Data Architecture in healthcare
18/07/2024 - 3h
Assinter Accademy
University of Naples Federico II
Corso Nicolangelo Protopisani, 70, 80146 Naples, Italy.
Big Data Architecture in healthcare
18/07/2024 - 3h
Assinter Accademy
University of Naples Federico II
Corso Nicolangelo Protopisani, 70, 80146 Naples, Italy.
Data-driven approaches in healthcare
9/11/2023 - 2h
Assinter Accademy
University of Naples Federico II
Corso Nicolangelo Protopisani, 70, 80146 Naples, Italy.
Information System in Cloud
1/08/2023 - 3h
PIDMed
University of Naples Federico II
Corso Nicolangelo Protopisani, 70, 80146 Naples, Italy.
Big Data Architecture and Analytics in healthcare
10,23,24/06/2022 - 24h
Assinter Accademy
University of Naples Federico II
Corso Nicolangelo Protopisani, 70, 80146 Naples, Italy.
Database system
2018
Accademy “Ferrovie dello Stato” (FSAccademy)
University of Naples Federico II
Corso Nicolangelo Protopisani, 70, 80146 Naples, Italy.
Fundamentals of Multimedia Social Networks and Cyber Security
2018
Course "Le tecnologie ICT al servizio della PA"
University of Naples Federico II
Complesso Universitario di Monte Sant'Angelo Via Cintia, 21 80126 Naples, Italy.
Editoring
The main editoring activities are detailed below.
Journal Editor
Transactions on Neural Networks and Learning Systems
IEEE
Associate Editor: Giancarlo Sperlì
Expert Systems with Applications
Elsevier
Associate Editor: Giancarlo Sperlì
Helyion
Elsevier
Associate Editor: Giancarlo Sperlì
Computer Science
PeerJ
Associate Editor: Giancarlo Sperlì
Journal Special Issue
Anomaly Detection in Cyber-Physical Systems
Elsevier Computers & Security (COSE)
Guest Editors: Massimiliano Albanese, Vincenzo Moscato, Giancarlo Sperlì
Intelligent Innovations in Multimedia Data
MDPI Future Internet
Guest Editors: Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì
Graph-Based Data Mining and Social Network Analysis
MDPI Big Data and Cognitive Computing
Guest Editors: Vincenzo Moscato, Giancarlo Sperlì
Advances in Trusted Framework for Optimizing Privacy and Authentication in Online Social Network Security
Hindawi Security and Communication Networks
Guest Editors: Bogdan Ghita, N. Jeyanthi, Giancarlo Sperlì
Conference Area Chair
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
NLP Applications Track
Senior Area Chair: Giancarlo Sperlì
Conference Program Chairs
13th International Conference on Model and Data Engineering (MEDI2024)
MEDI2024
Program Chair: Giancarlo Sperlì
Artificial Intelligence for Financial Domain(AFID)
The 40th ACM/SIGAPP Symposium on Applied Computing
Program Chair: Giancarlo Sperlì
Conference Special Session
Anomaly Detection in Cyber Physical Systems
2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering
Chairs: Massimiliano Albanese, Vincenzo Moscato, Giancarlo Sperlì
Workshop
3nd International Workshop on Social Media Networks Analytics and Applications (SMA2)
27th European Conference on Advances in Databases and Information Systems (ADBIS 2023)
Chairs: Vincenzo Moscato, Giancarlo Sperlì, Fabio Persia and Anton Dignos.
1st International Workshop on Election Infrastructure Security (EIS 2022)
27th European Symposium on Research in Computer Security (ESORICS 2022)
Chairs: Massimiliano Albanese, Vincenzo Moscato, Giancarlo Sperlì
1st International Workshop on eHealth in the Big Data and Deep Learning Era (e-BADLE)
20th International Conference on Image Analysis and Processing (ICIAP2019)
Chairs: Tanmoy Chakraborty, Stefano Marrone and Giancarlo Sperlì
2nd International Workshop on Social Media Networks Analytics and Applications (SMA2)
2018 IEEE International Conference on Information Reuse and Integration (IRI 2018)
Chairs: Vincenzo Moscato and Giancarlo Sperlì
Hackaton
University Trend Hackaton
University of Naples Federico II
Organizers: KPMG and Giancarlo Sperlì
Program Committee
Awards
Giancarlo Sperlì achieved several awards, whose main information are detailed below: