no code implementations • 10 Feb 2020 • Maria Inês Silva, Roberto Henriques
Driving behaviour has a great impact on road safety.
no code implementations • 17 Apr 2020 • Maria Inês Silva, Roberto Henriques
In this paper, we argue that visually exploring time-series motifs computed by motif discovery algorithms can be useful to understand and debug results.
1 code implementation • 29 May 2020 • Joana Lorenz, Maria Inês Silva, David Aparício, João Tiago Ascensão, Pedro Bizarro
First, we show that existing state-of-the-art solutions using unsupervised anomaly detection methods are inadequate to detect the illicit patterns in a real Bitcoin transaction dataset.
1 code implementation • 7 Jul 2020 • Maria Inês Silva, Roberto Henriques
Processing driving data and investigating driving behavior has been receiving an increasing interest in the last decades, with applications ranging from car insurance pricing to policy making.
no code implementations • 10 Feb 2021 • Catarina Oliveira, João Torres, Maria Inês Silva, David Aparício, João Tiago Ascensão, Pedro Bizarro
Money laundering is a global phenomenon with wide-reaching social and economic consequences.