8 citations · 10 across the 9 of their papers we have counts for
5 papers · 1 filter
Shining a Light on Hurricane Damage Estimation via Nighttime Light Data: Pre-processing Matters
Nancy Thomas, Saba Rahimi, Annita Vapsi +5
Amidst escalating climate change, hurricanes are inflicting severe socioeconomic impacts, marked by heightened economic losses and increased displacement. Previous research utilize…
Enabling Advanced Land Cover Analytics: An Integrated Data Extraction Pipeline for Predictive Modeling with the Dynamic World Dataset
Victor Radermecker, Andrea Zanon, Nancy Thomas +4
Understanding land cover holds considerable potential for a myriad of practical applications, particularly as data accessibility transitions from being exclusive to governmental an…
On Learning Action Costs from Input Plans
Marianela Morales, Alberto Pozanco, Giuseppe Canonaco +3
Most of the work on learning action models focus on learning the actions' dynamics from input plans. This allows us to specify the valid plans of a planning task. However, very lit…
On Computing Plans with Uniform Action Costs
Alberto Pozanco, Daniel Borrajo, Manuela Veloso
In many real-world planning applications, agents might be interested in finding plans whose actions have costs that are as uniform as possible. Such plans provide agents with a sen…
Synthetic Data Applications in Finance
Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta +17
Synthetic data has made tremendous strides in various commercial settings including finance, healthcare, and virtual reality. We present a broad overview of prototypical applicatio…