Hugues Turbé

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Systematic Evaluation

Automatically Classify

Supervised Machine Learning

Top Venues

Nat. Mac. Intell.

Publications

Jiawen Wei, Hugues Turbé, Gianmarco Mengaldo
Revisiting the robustness of post-hoc interpretability methods. CoRR (2024)
Hugues Turbé, Mina Bjelogrlic, Gianmarco Mengaldo, Christian Lovis
ProtoS-ViT: Visual foundation models for sparse self-explainable classifications. CoRR (2024)
Hugues Turbé, Mina Bjelogrlic, Christian Lovis, Gianmarco Mengaldo
Evaluation of post-hoc interpretability methods in time-series classification. Nat. Mac. Intell. 5 (3) (2023)
Hugues Turbé, Mina Bjelogrlic, Christian Lovis, Gianmarco Mengaldo
InterpretTime: a new approach for the systematic evaluation of neural-network interpretability in time series classification. CoRR (2022)
Hugues Turbé, Mina Bjelogrlic, Mehdi Namdar, Christophe Gaudet-Blavignac, Jamil Zaghir, Jean-Philippe Goldman, Belinda Lokaj, Christian Lovis
A Lightweight and Interpretable Model to Classify Bundle Branch Blocks from ECG Signals. MIE (2022)
Christophe Gaudet-Blavignac, Julien Ehrsam, Hugues Turbé, Daniel Keszthelyi, Jamil Zaghir, Christian Lovis
Deep SNOMED CT Enabled Large Clinical Database About COVID-19. MIE (2022)
Jean-Philippe Goldman, Luc Mottin, Jamil Zaghir, Daniel Keszthelyi, Belinda Lokaj, Hugues Turbé, Julien Gobeill, Patrick Ruch, Julien Ehrsam, Christian Lovis
Classification of Oncology Treatment Responses from French Radiology Reports with Supervised Machine Learning. MIE (2022)
Jamil Zaghir, Jean-Philippe Goldman, Mina Bjelogrlic, Daniel Keszthelyi, Christophe Gaudet-Blavignac, Hugues Turbé, Belinda Lokaj, Christian Lovis
Performance of Machine Learning Methods to Classify French Medical Publications. MIE (2022)
Hugues Turbé, Victor Garretas Ruiz, Mina Bjelogrlic, Jessica Rochat, Christian Lovis
Communicating on Multivariate and Geospatial Data supported by ergonomics criteria: COVID-19 case. VAHC (2020)