Explainable Artificial Intelligence

Artificial Intelligence Special Interest Group (AISIG)

Submitted by angelo.ciaramella on Sat, 11/04/2023 - 10:31
PI name
Angelo Ciaramella
PI email
angelo.ciaramella@uniparthenope.it
Short description of research profile

In the course of his researches Angelo Ciaramella is mainly concerned with Computational Intelligence and Machine Learning  techniques for Data Mining and Data Processing. In particular, he is concerned with Neural Network-based techniques for Principal Component Analysis, Independent Component Analysis, Autoencoder, Dictionary Learning and Compressive Sensing in signal processing, audio streaming, feature extraction and Blind Source Separation.

University
University of Naples Parthenope
Research area
NATURAL SCIENCES » Computer and information sciences » (EP) COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
NATURAL SCIENCES » Computer and information sciences » (EV) COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

Mathematical methods for economics, finance and actuarial science

Submitted by Francesca Perla on Mon, 09/18/2023 - 12:19
PI name
Francesca Perla
PI email
francesca.perla@uniparthenope.it
Short description of research profile

The research activities of the Applied Mathematics Group of the UPN focus on the development of mathematical models, methods and algorithms and simulation procedures to solve complex problems in the financial-economic sector and support the growth of both traditional financial institutions, such as banks and insurance companies, and innovative companies. Research topics include, but are not limited to:

University
University of Naples Parthenope
Research area
NATURAL SCIENCES » Mathematics » (PN) MATHEMATICS, APPLIED
NATURAL SCIENCES » Computer and information sciences » (EP) COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
SOCIAL SCIENCES » Economics and business » (DK) BUSINESS, FINANCE