Publications

Conference/Workshop Papers

  1. Kamateri, E., Stamatis, V., Diamantaras, K., & Salampasis, M. Automated Single-Label Patent Classification using Ensemble Classifiers. 14th International Conference on Machine Learning and Computing. Guangzhou, China. February 18-21, 2022. DOI: https://doi.org/10.1145/3529836.3529849.

  2. Kamateri, E., & Salampasis, M. An Ensemble Architecture of Classifiers for Patent Classification. Patent Text Mining and Semantic Technologies (PatentSemTech 2022) in Conjuction with SIGIR 22, Madrid, Spain, July 15, 2022. Link to article, Link to presentation.

  3. Kamateri, E., & Salampasis, M. An Ensemble Method for Classification in Imbalanced Patent Data. 4th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech 2023), in Conjuction with SIGIR 23, Taipe, Taiwan. July 27, 2023. Link: https://ceur-ws.org/Vol-3604/paper7.pdf.

Journal Papers

  1. Kamateri, E., Salampasis, M., & Diamantaras, K. (2023). An ensemble framework for patent classification. World Patent Information, 75, 102233. DOI: https://doi.org/10.1016/j.wpi.2023.102233.

 

Patent Classification

Test Collection

CLEFIP-0.54M - A patent classification dataset (subpart of CLEFIP 2011)

Classification system

International Patent Classification (IPC)


Patent Classification


The website was supported by the Hellenic Foundation for Research and Innovation (HFRI) under the HFRI PhD Fellowship grant (Fellowship Number: 10695).