34 citations · 125 across the 25 of their papers we have counts for
4 papers · 1 filter
Exploring Semi-bent Boolean Functions Arising from Cellular Automata
Luca Mariot, Martina Saletta, Alberto Leporati +1
Semi-bent Boolean functions are interesting from a cryptographic standpoint, since they possess several desirable properties such as having a low and flat Walsh spectrum, which is…
Towards an evolutionary-based approach for natural language processing
Luca Manzoni, Domagoj Jakobovic, Luca Mariot +2
Tasks related to Natural Language Processing (NLP) have recently been the focus of a large research endeavor by the machine learning community. The increased interest in this area…
Tip the Balance: Improving Exploration of Balanced Crossover Operators by Adaptive Bias
Luca Manzoni, Luca Mariot, Eva Tuba
The use of balanced crossover operators in Genetic Algorithms (GA) ensures that the binary strings generated as offsprings have the same Hamming weight of the parents, a constraint…
CoInGP: Convolutional Inpainting with Genetic Programming
Domagoj Jakobovic, Luca Manzoni, Luca Mariot +2
We investigate the use of Genetic Programming (GP) as a convolutional predictor for missing pixels in images. The training phase is performed by sweeping a sliding window over an i…