2 papers
cs.LG2025
BicliqueEncoder: An Efficient Method for Link Prediction in Bipartite Networks using Formal Concept Analysis and Transformer Encoder
Hongyuan Yang, Siqi Peng, Akihiro Yamamoto
We propose a novel and efficient method for link prediction in bipartite networks, using \textit{formal concept analysis} (FCA) and the Transformer encoder. Link prediction in bipa…
cs.AI2024
BERT4FCA: A Method for Bipartite Link Prediction using Formal Concept Analysis and BERT
Siqi Peng, Hongyuan Yang, Akihiro Yamamoto
We propose BERT4FCA, a novel method for link prediction in bipartite networks, using formal concept analysis (FCA) and BERT. Link prediction in bipartite networks is an important t…