Research 

My research primarily explores the theory and practical applications of Machine Learning (ML) and Computational Intelligence techniques. I delve into various application fields, including data mining in Astrophysics and Genetics. Recently, my focus has shifted towards advancing Environmental and Ecological domains through the integration of Machine Learning (ML) and Deep Learning (DL) methodologies. I have been appointed as Scientific Responsible for the Neptun-IA laboratory at the Department of Sciences and Technologies, University of Naples Parthenope. Neptun-IA is an interdisciplinary laboratory that serves as a convergence point for Artificial Intelligence and maritime-related study domains. 

Laboratories

Head of Neptun-IA research Lab (site under construction)

Member of the Computer Vision & Pattern Recognition Lab "Alfredo Petrosino", DiST, University of Napoli Parthenope

Member of the Computational Intelligence & Smart Systems Lab, DiST, University of Napoli Parthenope

Projects

Scientific head:

PON Ricerca e Innovazione “Istruzione e ricerca per il recupero – REACT-EU”, Project title "VIDEO-IA: Un Sistema di Video-Sorveglianza basato su IA e Realta’ Virtuale per il Controllo di Stabilimenti Industriali" 

PON “Research and Innovation” 2014-2020 - Project ARS01_01137, Project title “SE4I - Smart Energy Efficiency & Environment for Industry”[2018-2020]

Research Group:

Vincenzo Mariano Scarrica (PhD student in the National PhD Programme in AI for AgriFood and Environment - cycle XXXVII)

Alessio Placitelli (PhD student in the National PhD Programme in AI for AgriFood and Environment - cycle XXXIX)

Giovanni Hauber (Student Research Fellow)

Antonio Junior Spoleto (Student Research Fellow)

Past collaborators:

Laura Del Pezzo (Research Fellow)

Angelo Casolaro (Student Research Fellow)

Pasquale De Trino (Student Research Fellow)

Gennario Iannuzzo (Student Research Fellow)

Rosario Vallefuoco (Student Research Fellow)

Maria Concetta Vitale (Student Research Fellow)

Andrea Lombardi (Student Research Fellow)

Domenico Buongiorno (Former Research Fellow)

International collaborators:

Prof. Thierry Bouwmans (Laboratoire MIA, La Rochelle University, France)

Jhony H. Giraldo (Assistant Professor at Télécom Paris, Institut Polytechnique de Paris, France)

Wieke Prummel (PhD student@Laboratoire MIA, La Rochelle University, France)

Scientific Responsibile