Publications

Publications by Inês Dutra

2017

Preface

Authors
Barbosa, J; Camacho, R; Dutra, I; Marques, O;

Publication
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Abstract

2023

Improving the Characterization and Comparison of Football Players with Spatial Flow Motifs

Authors
Barbosa, A; Ribeiro, P; Dutra, I;

Publication
COMPLEX NETWORKS AND THEIR APPLICATIONS XI, COMPLEX NETWORKS 2022, VOL 2

Abstract
Association Football is probably the world's most popular sport. Being able to characterise and compare football players is therefore a very important and impactful task. In this work we introduce spatial flow motifs as an extension of previous work on this problem, by incorporating both temporal and spatial information into the network analysis of football data. Our approach considers passing sequences and the role of the player in those sequences, complemented with the physical position of the field where the passes occurred. We provide experimental results of our proposed methodology on real-life event data from the Italian League, showing we can more accurately identify players when compared to using purely topological data.

CloseRead Abstract

2018

Bioinformatics Computational Cluster Batch Task Profiling with Machine Learning for Failure Prediction

Authors
Harrison, C; Kirkpatrick, CR; Dutra, I;

Publication
CoRR

Abstract

2018

Driven tabu search: a quantum inherent optimisation

Authors
Silva, C; Dutra, I; Dahlem, MS;

Publication
CoRR

Abstract

2024

Integração e vivências solidárias no ensino superior: contributos de programas de mentoria interpares

Authors
Teresa Medina; Lopes, G.; Ines Dutra; Marta Correia da Silva; Barros, Renata; Teresa Duarte;

Publication

Abstract