854 citations
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Showing 2016Show all
3 papers · 1 filter
cs.DB2016
Bsmooth: Learning from user feedback to disambiguate query terms in interactive data retrieval
Bernardo Gonçalves, H. V. Jagadish
There is great interest in supporting imprecise queries (e.g., keyword search or natural language queries) over databases today. To support such queries, the database system is typ…
cs.SI2016★ 3 cited
Understanding Video-Ad Consumption on YouTube: A Measurement Study on User Behavior, Popularity, and Content Properties
Mariana Arantes, Flavio Figueiredo, Jussara M. Almeida
Faced with the challenge of attracting user attention and revenue, social media websites have turned to video advertisements (video-ads). While in traditional media the video-ad ma…
stat.ML2016★ 20 cited
Churn analysis using deep convolutional neural networks and autoencoders
Artit Wangperawong, Cyrille Brun, Olav Laudy +1
Customer temporal behavioral data was represented as images in order to perform churn prediction by leveraging deep learning architectures prominent in image classification. Superv…