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Thomas Lacombe
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2020 – today
- 2023
- [c7]Yixiao Lu
, Yokiu Lee, Haoran Feng
, Johnathan Leung, Alvin Cheung, Katharina Dost
, Katerina Taskova, Thomas Lacombe:
Interpretability Meets Generalizability: A Hybrid Machine Learning System to Identify Nonlinear Granger Causality in Global Stock Indices. PAKDD (2) 2023: 322-334 - 2022
- [j3]Ocean Wu
, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
:
Probabilistic exact adaptive random forest for recurrent concepts in data streams. Int. J. Data Sci. Anal. 13(1): 17-32 (2022) - [c6]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
:
Cost-Effective Transfer Learning for Data Streams. ICDM 2022: 1233-1238 - 2021
- [c5]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
:
Transfer Learning with Adaptive Online TrAdaBoost for Data Streams. ACML 2021: 1017-1032 - [c4]Thomas Lacombe
, Yun Sing Koh
, Gillian Dobbie, Ocean Wu:
A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams. IJCNN 2021: 1-8 - [c3]Ocean Wu
, Yun Sing Koh
, Gillian Dobbie, Thomas Lacombe
:
Nacre: Proactive Recurrent Concept Drift Detection in Data Streams. IJCNN 2021: 1-8 - 2020
- [j2]Pierre Nagorny, Thomas Lacombe
, Hugues Favrelière, Maurice Pillet:
Polarimetric imaging for quality control in injection molding. J. Electronic Imaging 29(4): 041014 (2020) - [j1]Thomas Lacombe
, Hugues Favrelière, Maurice Pillet
:
Modal features for image texture classification. Pattern Recognit. Lett. 135: 249-255 (2020) - [c2]Ocean Wu
, Yun Sing Koh
, Gillian Dobbie, Thomas Lacombe
:
PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams. PAKDD (2) 2020: 17-30 - [i2]Thomas Lacombe, Hugues Favrelière, Maurice Pillet:
Modal features for image texture classification. CoRR abs/2005.01928 (2020)
2010 – 2019
- 2019
- [i1]Pierre Nagorny, Thomas Lacombe, Hugues Favrelière
, Maurice Pillet, Eric Pairel, Ronan Le Goff, Marlène Wali, Jérôme Loureaux, Patrice Kiener:
Generative Adversarial Networks for geometric surfaces prediction in injection molding. CoRR abs/1901.10178 (2019) - 2018
- [b1]Thomas Lacombe:
Exploitation d'une information multiéclairages pour une approche générique de l'inspection automatique de la qualité visuelle des produits en industrie. (Exploitation of a multilighting information for a generic approach of industrial automated visual quality control). Grenoble Alpes University, France, 2018 - [c1]Pierre Nagorny, Thomas Lacombe
, Hugues Favrelière
, Maurice Pillet, Eric Pairel, Ronan Le Goff, Marlène Wali, Jérôme Loureaux, Patrice Kiener:
Generative adverserial networks for geometric surfaces prediction in injection molding: Performance analysis with Discrete Modal Decomposition. ICIT 2018: 1514-1519
Coauthor Index
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