5 citations · 8 across the 4 of their papers we have counts for
4 papers
A Mamba-Based Multimodal Network for Multiscale Blast-Induced Rapid Structural Damage Assessment
Wanli Ma, Sivasakthy Selvakumaran, Dain G. Farrimond +2
Accurate and rapid structural damage assessment (SDA) is crucial for post-disaster management, helping responders prioritise resources, plan rescues, and support recovery. Traditio…
Responsible AI for Earth Observation
Pedram Ghamisi, Weikang Yu, Andrea Marinoni +9
The convergence of artificial intelligence (AI) and Earth observation (EO) technologies has brought geoscience and remote sensing into an era of unparalleled capabilities. AI's tra…
Beyond Low Rank: A Graph-Based Propagation Approach to Tensor Completion for Multi-Acquisition Scenarios
Iain Rolland, Sivasakthy Selvakumaran, Andrea Marinoni
Tensor completion refers to the problem of recovering the missing, corrupted or unobserved entries in data represented by tensors. In this paper, we tackle the tensor completion pr…
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction
Andrea Marinoni, Saloua Chlaily, Eduard Khachatrian +4
Modern data analytics take advantage of ensemble learning and transfer learning approaches to tackle some of the most relevant issues in data analysis, such as lack of labeled data…