2024 · Communication
SynCRF: Syntax-Based Conditional Random Field for TRIZ Parameter Minings
Guillaume Guarino, Ahmed Samet, Denis Cavallucci
16th International Conference on Agents and Artificial Intelligence, ICAART 2024, 24-26 February, 2024
Équipe / Anciens membres
Dr. Guillaume Guarino
Thèse soutenue en 2022, puis post-doctorat pour la Chaire
Publications
2022 · Communication
Réseau antagoniste génératif pour la fouille des contradictions TRIZ dans les brevets
Guillaume Guarino, Ahmed Samet, Denis Cavallucci
22ième Conférence Extraction et Gestion des Connaissances (EGC'22), 24-28 janvier 2022, Tours
2022 · Communication
Automated TRIZ Domain Mapping
Guillaume Guarino, Denis Cavallucci
22th International TRIZ Future Conference (TFC)
2022 · Article de revue
PaTRIZ: A framework for mining TRIZ contradictions in patents
Guillaume Guarino, Ahmed Samet, Denis Cavallucci
Expert Systems with Applications
2021 · Communication
Patent Specialization for Deep Learning Information Retrieval Algorithms
Denis Cavallucci, Guillaume Guarino, Ahmed Samet
TRIZ Future conference
2021 · Communication
PaGAN: Generative Adversarial Network for Patent understanding
Guillaume Guarino, Ahmed Samet, Amir Nafi, Denis Cavallucci
IEE ICDM 2021
2020 · Communication
Summarization as a denoising extraction tool
Guillaume Guarino, Ahmed Samet, A Nafi, Denis Cavallucci
TRIZ FUTURE
2020 · Communication
SummaTRIZ: Summarization Networks for Mining Patent Contradiction
Guillaume Guarino, Ahmed Samet, Amir Nafi, Denis Cavallucci
19th IEEE International Conference on Machine Learning and Applications - 2020