238 citations · 664 across the 23 of their papers we have counts for
3 papers · 1 filter
Reuse and Adaptation for Entity Resolution through Transfer Learning
Saravanan Thirumuruganathan, Shameem A Puthiya Parambath, Mourad Ouzzani +2
Entity resolution (ER) is one of the fundamental problems in data integration, where machine learning (ML) based classifiers often provide the state-of-the-art results. Considerabl…
Data Curation with Deep Learning [Vision]
Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani +1
Data curation - the process of discovering, integrating, and cleaning data - is one of the oldest, hardest, yet inevitable data management problems. Despite decades of efforts from…
Road Network Fusion for Incremental Map Updates
Rade Stanojevic, Sofiane Abbar, Saravanan Thirumuruganathan +4
In the recent years a number of novel, automatic map-inference techniques have been proposed, which derive road-network from a cohort of GPS traces collected by a fleet of vehicles…