Can I read Mocl: Data-Driven Molecular Fingerprint Via Knowledge-Aware Contrastive Learning From Molecular Graph on EtoBox?

Mocl: Data-Driven Molecular Fingerprint Via Knowledge-Aware Contrastive Learning From Molecular Graph by JWHC CORUMANA PROJECT is a document available to read on EtoBox.

What is Mocl: Data-Driven Molecular Fingerprint Via Knowledge-Aware Contrastive Learning From Molecular Graph about?

The document presents MoCL, a novel framework for data-driven molecular fingerprinting that utilizes knowledge-aware contrastive learning specifically designed for molecular graphs in the biomedical domain. It addresses limitations in existing graph contrastive learning methods by incorporating local and global domain knowledge to enhance representation learning without altering graph semantics. The framework demonstrates state-of-the-art performance on various molecular datasets through a double contrast o

Author

JWHC CORUMANA PROJECT

Language

EN