Improving text mining in plant health domain with GAN and/or pre-trained language model

Autor: Shufan Jiang, Stéphane Cormier, Rafael Angarita, Francis Rousseaux

Publikováno v: Frontiers in Artificial Intelligence, Vol 6 (2023)

The Bidirectional Encoder Representations from Transformers (BERT) architecture offers a cutting-edge approach to Natural Language Processing. It involves two steps: 1) pre-training a language model to extract contextualized features and 2) fine-tuni

Externí odkaz: https://doaj.org/article/82dc8a45f29d43878556be083dc5ded4

StencilTorch: An Iterative and User-Guided Framework for Anime Lineart Colorization

Autor: Yliess Hati, Vincent Thevenin, Florent Nolot, Francis Rousseaux, Clement Duhart

Publikováno v: Image and Vision Computing ISBN: 9783031258244

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fd3a405a8c5d5d0ea2a55d2933e1130c
https://doi.org/10.1007/978-3-031-25825-1_1

Informativeness in Twitter Textual Contents for Farmer-centric Plant Health Monitoring

Autor: Shufan Jiang, Rafael Angarita, Stéphane Cormier, Julien Orensanz, Francis Rousseaux

Publikováno v: Pattern Recognition and Artificial Intelligence ISBN: 9783031092817

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::38a539a0746a5e62be47f08ba1341903
https://doi.org/10.1007/978-3-031-09282-4_41

I link complex system, combinatorics, systems biology and deep learning, who am I? Hypernetwork, definitions and use cases

Autor: Maxime Guery, Guillaume Blot, Francis Rousseaux, Eddie Soulier, Stephane Cormier

Publikováno v: Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA), Plate-Forme Intelligence Artificielle (PFIA)
Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA), Plate-Forme Intelligence Artificielle (PFIA), Jul 2021, Bordeaux, France
HAL

National audience; Hypernetworks appeared in many fields and uses including combinatorics problems, the theory of complex systems, the systems biology and deep learning with different semantics. It is important to understand the uses of the term hype

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::68d32b841553ddc25d5d43d9b6710e40
https://hal.archives-ouvertes.fr/hal-03294974/document

BIG DATA and Data-Driven Intelligent Predictive Algorithms to support creativity in Industrial Engineering

Autor: Francis Rousseaux

Publikováno v: Journal of Computers And Industrial Engineering
Journal of Computers And Industrial Engineering, Dec 2016, Seoul, South Korea

Considerations about Big Data & Inductive Data-Driven Algorithms are underlined.Figural Collectionsaccording to Piagets classical definitionare introduced.Inductive Data-Driven Algorithms extend Figural Collections towards Big DataSome potential exte

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1c2c70ab65f87f73e67490fafb9c4eb4
https://doi.org/10.1016/j.cie.2016.11.005