Abstract Discourses of robotic replacement and the end work have survived to present day. But more voices now challenge very idea that technological innovation is necessarily conducive job loss. According several studies, new high-tech jobs accompanied by an even bigger low-tech creation, AI can be expected no exception. Based on evidence about role human-annotated data in machine learning algo...

We show that the ring of the weight enumerators of a self-dual doubly even code dn in arbitrary genus is finitely generated. Indeed enough elements to generate it are given. The latter result is applied to obtain a minimal set of generators of the ring in genus two.

In this paper, the impact of the size of the training set on the benefit from ensemble, i.e. the gains obtained by employing ensemble learning paradigms, is empirically studied. Experiments on Bagged/ Boosted J4.8 decision trees with/without pruning show that enlarging the training set tends to improve the benefit from Boosting but does not significantly impact the benefit from Bagging. This ph...