Josephine Maria Thomas

Machine learning meets complex networks via coalescent embedding in the hyperbolic space

Alessandro Muscoloni, Josephine Maria Thomas, Sara Ciucci et al. · Nature Communications · 2017 · 189 citations · Full text

Pioneering topological methods for network-based drug–target prediction by exploiting a brain-network self-organization theory

Claudio Durán, Simone Daminelli, Josephine Maria Thomas et al. · Briefings in Bioinformatics · 2017 · 75 citations · Full text

Engineering, Interaction Network, Network Analysis +25

Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space

Josephine Maria Thomas, Alessandro Muscoloni, Sara Ciucci et al. · arXiv (Cornell University) · 2016 · 45 citations · Full text

Graph Sparsity, Engineering, Machine Learning +22

Regenerative Potential of Hydrogels for Intracerebral Hemorrhage: Lessons from Ischemic Stroke and Traumatic Brain Injury Research

Josephine Maria Thomas, Irene Louca, Faye Bolan et al. · Advanced Healthcare Materials · 2021 · 28 citations · Full text

Graph Neural Networks Designed for Different Graph Types: A Survey

Josephine Maria Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing et al. · arXiv (Cornell University) · 2022 · 16 citations · Full text

Dynamic Graphs, Graph Representation Learning, Machine Learning +18