Nicola Melillo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 3

Top Topics

Model Driven Development

Sensitivity Analysis

Correlation Matrix

Variational Inequalities

Top Venues

Environ. Model. Softw.

Comput. Methods Programs Biomed.

Publications

Alessandro De Carlo, Enea Parimbelli, Nicola Melillo, Giovanna Nicora
Introducing Δ-XAI: a novel sensitivity-based method for local AI explanations. CoRR (2024)
Alessandro De Carlo, Elena Maria Tosca, Nicola Melillo, Paolo Magni
mvLognCorrEst: an R package for sampling from multivariate lognormal distributions and estimating correlations from uncomplete correlation matrix. Comput. Methods Programs Biomed. 235 (2023)
Saman Razavi, Anthony J. Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William E. Becker, Stefano Tarantola, Joseph H. A. Guillaume, John D. Jakeman, Hoshin V. Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Holger R. Maier
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support. Environ. Model. Softw. 137 (2021)