IEEE

A Graph Representation Learning Approach for Imbalanced Ship Type Recognition Using AIS Trajectory Data

Abstract: Marine transportation constitutes a vital segment of international trade logistics. Recognizing marine carrier ship types is essential for the governance and efficiency of the marine ...
IEEE

Dynamic Graph Representation Learning for Spatio-Temporal Neuroimaging Analysis

Abstract: Neuroimaging analysis aims to reveal the information-processing mechanisms of the human brain in a noninvasive manner. In the past, graph neural networks (GNNs) have shown promise in ...
Microsoft

Roadmap to fault tolerant quantum computation using topological qubit arrays

We describe a concrete device roadmap towards a fault-tolerant quantum computing architecture based on noise-resilient, topologically protected Majorana-based qubits. Our roadmap encompasses four ...
Yahoo

‘Jurassic World: Chaos Theory’ and ‘Firebuds’ Among Velma Award Winners for LGBTQ Representation in Kids and Family Programming (EXCLUSIVE)

“Jurassic World: Chaos Theory,” “Firebuds,” and “Let’s Go Bananas” are among the winners of this year’s Velma Awards. “Jurassic World: Chaos Theory” takes home The Best Queer Break Up That’s Just a ...
Frontiers

BioMedKG: multimodal contrastive representation learning in augmented BioMedical knowledge graphs

1 Department of Computer Science, The University of Alabama at Birmingham, Birmingham, AL, United States 2 Department of Computer Science, Washington University in St. Louis, St. Louis, MO, United ...