IEEE

Knowledge Graph-Driven Approach in Aspect-Based Sentiment Analysis: Exploring the Impact of Embedding Techniques

Abstract: Despite the high performance of the existing embedding approaches for Aspect-Based Sentiment Analysis (ABSA), such as Word2Vec and GloVe, they still have several limitations, mainly in ...
GitHub

00_node2vec_proteins.py

Pre-train Node2Vec embeddings on the PPI graph to initialise protein node features. These replace the simple degree-based features in 02_build_graph.py. Saves: data/protein_node2vec.npy — [N_proteins, ...
GitHub

fcg_node2vec_gcn.py

Load a small balanced subset of benign and malware samples. Malware samples are taken from multiple malware families. "FCG_MFD/FCG-Dataset/Backdoor Family/Asyc_Rat.csv", "FCG_MFD/FCG-Dataset/Backdoor ...
IEEE

Enhancing Cyber-Physical System Interdependencies through the Integration of Node2Vec-based Approach and Temporal Analysis Using LSTM Autoencoders

Abstract: Cyber threats targeting power systems have introduced great operational and security risks impacting the resilience of critical infrastructure. As cyber and physical components become ...