20 citations · 28 across the 7 of their papers we have counts for
7 papers · 1 filter
Approximate Query Processing using Deep Generative Models
Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas +1
Data is generated at an unprecedented rate surpassing our ability to analyze them. The database community has pioneered many novel techniques for Approximate Query Processing (AQP)…
Multi-Attribute Selectivity Estimation Using Deep Learning
Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine +2
Selectivity estimation - the problem of estimating the result size of queries - is a fundamental problem in databases. Accurate estimation of query selectivity involving multiple c…
QR2: A Third-party Query Reranking Service Over Web Databases
Yeshwanth D. Gunasekaran, Abolfazl Asudeh, Sona Hasani +3
The ranked retrieval model has rapidly become the de-facto way for search query processing in web databases. Despite the extensive efforts on designing better ranking mechanisms, i…
HDBSCAN: Density based Clustering over Location Based Services
Md Farhadur Rahman, Weimo Liu, Saad Bin Suhaim +3
Location Based Services (LBS) have become extremely popular and used by millions of users. Popular LBS run the entire gamut from mapping services (such as Google Maps) to restauran…
Aggregate Estimations over Location Based Services
Weimo Liu, Md Farhadur Rahman, Saravanan Thirumuruganathan +2
Location based services (LBS) have become very popular in recent years. They range from map services (e.g., Google Maps) that store geographic locations of points of interests, to…
Digging Deeper into Deep Web Databases by Breaking Through the Top-k Barrier
Saravanan Thirumuruganathan, Nan Zhang, Gautam Das
A large number of web databases are only accessible through proprietary form-like interfaces which require users to query the system by entering desired values for a few attributes…