1 citations · 1 across the 2 of their papers we have counts for
3 papers
TopER: Topological Embeddings in Graph Representation Learning
Astrit Tola, Funmilola Mary Taiwo, Cuneyt Gurcan Akcora +1
Graph embeddings play a critical role in graph representation learning, allowing machine learning models to explore and interpret graph-structured data. However, existing methods o…
Explaining the Power of Topological Data Analysis in Graph Machine Learning
Funmilola Mary Taiwo, Umar Islambekov, Cuneyt Gurcan Akcora
Topological Data Analysis (TDA) has been praised by researchers for its ability to capture intricate shapes and structures within data. TDA is considered robust in handling noisy a…
A Real Time Monitoring Approach for Bivariate Event Data
Inez Maria Zwetsloot, Tahir Mahmood, Funmilola Mary Taiwo +1
Early detection of changes in the frequency of events is an important task, in, for example, disease surveillance, monitoring of high-quality processes, reliability monitoring and…