no code implementations • 15 Mar 2024 • Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Cécile Rousseau, Alessandra Pascale, John Dinsmore
This paper introduces a novel Functional Graph Convolutional Network (funGCN) framework that combines Functional Data Analysis and Graph Convolutional Networks to address the complexities of multi-task and multi-modal learning in digital health and longitudinal studies.
no code implementations • 11 Jan 2024 • Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Alessandra Pascale, Jonathan Epperlein
This paper introduces a novel methodology for Feature Selection for Functional Classification, FSFC, that addresses the challenge of jointly performing feature selection and classification of functional data in scenarios with categorical responses and multivariate longitudinal features.
1 code implementation • EACL 2021 • Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly
Tasks, Datasets and Evaluation Metrics are important concepts for understanding experimental scientific papers.
no code implementations • LREC 2020 • Francesca Bonin, Martin Gleize, Ailbhe Finnerty, C. Moore, ice, Charles Jochim, Emma Norris, Yufang Hou, Alison J. Wright, Debasis Ganguly, Emily Hayes, Silje Zink, Aless Pascale, ra, Pol Mac Aonghusa, Susan Michie
Due to the fast pace at which research reports in behaviour change are published, researchers, consultants and policymakers would benefit from more automatic ways to process these reports.
no code implementations • IJCNLP 2019 • Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki
We present a novel system providing summaries for Computer Science publications.
1 code implementation • ACL 2019 • Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly
While the fast-paced inception of novel tasks and new datasets helps foster active research in a community towards interesting directions, keeping track of the abundance of research activity in different areas on different datasets is likely to become increasingly difficult.
no code implementations • WS 2019 • Yufang Hou, Debasis Ganguly, Lea A. Deleris, Francesca Bonin
Population age information is an essential characteristic of clinical trials.
no code implementations • NAACL 2018 • L{\'e}a Deleris, Debasis Ganguly, Killian Levacher, Martin Stephenson, Francesca Bonin
We describe the vision and current version of a Natural Language Processing system aimed at group decision making facilitation.
no code implementations • NAACL 2018 • L{\'e}a Deleris, Francesca Bonin, Elizabeth Daly, St{\'e}phane Deparis, Yufang Hou, Charles Jochim, Yassine Lassoued, Killian Levacher
Having an understanding of interpersonal relationships is helpful in many contexts.