| 2025 | DSD | SAFEXPLAIN: a Complete Approach Towards Trustworthy AI-Based Safety-Critical Systems. | Jaume Abella, Irune Agirre, Thanh Hai Bui, Frank Geujen, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Axel Brando, Javier Fernndez, Irune Yarza, Joanes Plazaola, Robert Lowe, Maria Ulan, Rob Lavreysen, Lucas Tosi, Ilaria Bloise, Lorenzo Feruglio, Ilaria Cinelli, Stefano Lodico, William Guarienti, Giuseppe Nicosia, Valeria Dallara |
| 2025 | PROFES | Alignment and Complementarity Between AI-FSM and ASPICE MLE: Findings from the Assessment of the SAFEXPLAIN Railway Demo. | Carlo Donzella, Giuseppe Nicosia, Fabio Bella, Irune Agirre, Javier Fernndez, Lorea Belategi, Joanes Plazaola |
| 2024 | IJCAI | Deep Neural Networks via Complex Network Theory: A Perspective. | Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora |
| 2021 | ICANN | Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons. | Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha |
| 2021 | ICTAI | Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks. | Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora |
| 2021 | ICTAI | Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence. | Rhian Taylor, Varun Ojha, Ivan Martino, Giuseppe Nicosia |
| 2020 | CEC | Multi-Objective Optimisation of Multi-Output Neural Trees. | Varun Ojha, Giuseppe Nicosia |
| 2020 | ICANN | Pareto Multi-task Deep Learning. | Salvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia |
| 2013 | DAC | Pareto epsilon-dominance and identifiable solutions for BioCAD modeling. | Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Li, Giuseppe Nicosia |
| 2011 | DAC | Design of robust metabolic pathways. | Renato Umeton, Giovanni Stracquadanio, Anilkumar Sorathiya, Pietro Li, Alessio Papini, Giuseppe Nicosia |
| 2011 | SGAI | Design of Robust Space Trajectories. | Giovanni Stracquadanio, Angelo La Ferla, Matteo De Felice, Giuseppe Nicosia |
| 2010 | BIBE | Analysis and Optimization of C3 Photosynthetic Carbon Metabolism. | Giovanni Stracquadanio, Renato Umeton, Alessio Papini, Pietro Li, Giuseppe Nicosia |
| 2010 | CEC | Entropic divergence for population based optimization algorithms. | Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio |
| 2010 | CEC | Effective design of semiconductor devices using evolutionary-based derivative free optimization. | Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia |
| 2010 | GECCO | Multi-objective optimization of doping profile in semiconductor design. | Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia |
| 2008 | BIBE | Robust parameter identification for biological circuit calibration. | Giuseppe Nicosia, Eva Sciacca |
| 2007 | KES | Experimental Analysis of the Aging Operator for Static and Dynamic Optimisation Problems. | Mario Castrogiovanni, Giuseppe Nicosia, Rosario Rascun |
| 2007 | SGAI | An Evolutionary Algorithm-Based Approach to Robust Analog Circuit Design using Constrained Multi-Objective Optimization. | Giuseppe Nicosia, Salvatore Rinaudo, Eva Sciacca |
| 2007 | WABI | Generalized Pattern Search and Mesh Adaptive Direct Search Algorithms for Protein Structure Prediction. | Giuseppe Nicosia, Giovanni Stracquadanio |
| 2006 | ICNC | Clonal Selection Algorithm with Dynamic Population Size for Bimodal Search Spaces. | Vincenzo Cutello, D. Lee, S. Leone, Giuseppe Nicosia, Mario Pavone |
| 2006 | SAC | Analysis of an evolutionary algorithm with HyperMacromutation and stop at first constructive mutation heuristic for solving trap functions. | Vincenzo Cutello, Giuseppe Nicosia, Pietro S. Oliveto |
| 2006 | SAC | Real coded clonal selection algorithm for unconstrained global optimization using a hybrid inversely proportional hypermutation operator. | Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone |
| 2005 | CEC | Comparison among evolutionary algorithms and classical optimization methods for circuit design problems. | Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Nicosia, Rosario Rascun, Salvatore Spinella |
| 2004 | CEC | An immune algorithm with hyper-macromutations for the Dill's 2D hydrophobic-hydrophilic model. | Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone |
| 2004 | ICINCO | How to Escape Traps Using Clonal Selection Algorithms. | Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone, Giuseppe Sorace |
| 2003 | GECCO | A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem. | Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone |
| 2003 | KES | Noisy Channel and Reaction-Diffusion Systems: Models for Artificial Immune Systems. | Vincenzo Cutello, Giuseppe Nicosia |