38 citations · 43 across the 4 of their papers we have counts for
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LES3: Learning-based Exact Set Similarity Search
Yifan Li, Xiaohui Yu, Nick Koudas
Set similarity search is a problem of central interest to a wide variety of applications such as data cleaning and web search. Past approaches on set similarity search utilize eith…
Data Acquisition for Improving Machine Learning Models
Yifan Li, Xiaohui Yu, Nick Koudas
The vast advances in Machine Learning over the last ten years have been powered by the availability of suitably prepared data for training purposes. The future of ML-enabled enterp…
Top-k queries over digital traces
Yifan Li, Xiaohui Yu, Nick Koudas
Recent advances in social and mobile technology have enabled an abundance of digital traces (in the form of mobile check-ins, association of mobile devices to specific WiFi hotspot…
Evaluating Temporal Queries Over Video Feeds
Yueting Chen, Xiaohui Yu, Nick Koudas
Recent advances in Computer Vision and Deep Learning made possible the efficient extraction of a schema from frames of streaming video. As such, a stream of objects and their assoc…