Automated Single-Label Patent Classification using Ensemble Classifiers

no code implementations • 3 Mar 2022 • Eleni Kamateri, Vasileios Stamatis, Konstantinos Diamantaras, Michail Salampasis

Therefore, there is a need for this code assignment manual task to be supported or even fully automated by classification systems that will classify patent applications, hopefully with an accuracy close to patent professionals.

Classification Word Embeddings

Results Merging in the Patent Domain

no code implementations • 1 Mar 2022 • Vasileios Stamatis, Michail Salampasis

In this paper, we test machine learning methods for results merging in patent document retrieval.

regression Retrieval

A Graph-based Method for Session-based Recommendations

no code implementations • 22 Jun 2021 • Marina Delianidi, Michail Salampasis, Konstantinos Diamantaras, Theodosios Siomos, Alkiviadis Katsalis, Iphigenia Karaveli

We present a graph-based approach for the data management tasks and the efficient operation of a system for session-based next-item recommendations.

Management Session-Based Recommendations