Giuseppe D'Alessio

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Considerable Increase

Principal Component Analysis

Class Separability

Unsupervised Feature Selection

Top Venues

Comput. Math. Appl.

Comput. Chem. Eng.

Publications

Adrián Corrochano, Giuseppe D'Alessio, Alessandro Parente, Soledad Le Clainche
Hierarchical higher-order dynamic mode decomposition for clustering and feature selection. Comput. Math. Appl. 158 (2024)
Steven Tipler, Giuseppe D'Alessio, Quentin Van Haute, A. Parente, Francesco Contino, Axel Coussement
Predicting octane numbers relying on principal component analysis and artificial neural network. Comput. Chem. Eng. 161 (2022)
Kamila Zdybal, Giuseppe D'Alessio, Gianmarco Aversano, Mohammad Rafi Malik, Axel Coussement, James C. Sutherland, Alessandro Parente
Advancing Reacting Flow Simulations with Data-Driven Models. CoRR (2022)
Giuseppe D'Alessio, Antonio Attili, Alberto Cuoci, Heinz Pitsch, Alessandro Parente
Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes Analysis. SOCO (2020)