Výsledky vyhledávání - "Romero, Mauricio"

Report

Analysis of business process automation as linear time-invariant system network

Autor: Jacobo-Romero, Mauricio, Carvalho, Danilo S., Freitas, Andre

In this work, we examined Business Process (BP) production as a signal; this novel approach explores a BP workflow as a linear time-invariant (LTI) system. We analysed BP productivity in the frequency domain; this standpoint examines how labour and c

Externí odkaz: http://arxiv.org/abs/2302.04785

Zobrazit plný text záznamu

Report

Estimating productivity gains in digital automation

Autor: Jacobo-Romero, Mauricio, Carvalho, Danilo S., Freitas, André

This paper proposes a novel productivity estimation model to evaluate the effects of adopting Artificial Intelligence (AI) components in a production chain. Our model provides evidence to address the "AI's" Solow's Paradox. We provide (i) theoretical

Externí odkaz: http://arxiv.org/abs/2210.01252

Zobrazit plný text záznamu

Report

Minimax risk classifiers with 0-1 loss

Autor: Mazuelas, Santiago, Romero, Mauricio, Grünwald, Peter

Supervised classification techniques use training samples to learn a classification rule with small expected 0-1 loss (error probability). Conventional methods enable tractable learning and provide out-of-sample generalization by using surrogate loss

Externí odkaz: http://arxiv.org/abs/2201.06487

Zobrazit plný text záznamu

Report

Microeconomic Foundations of Decentralised Organisations

Autor: Romero, Mauricio Jacobo, Freitas, André

Publikováno v: SAC '21: Proceedings of the 36th Annual ACM Symposium on Applied Computing March 2021 Pages 282-290

In this article, we analyse how decentralised digital infrastructures can provide a fundamental change in the structure and dynamics of organisations. The works of R.H.Coase and M. Olson, on the nature of the firm and the logic of collective action,

Externí odkaz: http://arxiv.org/abs/2201.07666

Zobrazit plný text záznamu