49 citations · 58 across the 5 of their papers we have counts for
5 papers
Towards Mobility Data Science (Vision Paper)
Mohamed Mokbel, Mahmoud Sakr, Li Xiong +45
Mobility data captures the locations of moving objects such as humans, animals, and cars. With the availability of GPS-equipped mobile devices and other inexpensive location-tracki…
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching
Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen +1
Entity Matching (EM) is a core data cleaning task, aiming to identify different mentions of the same real-world entity. Active learning is one way to address the challenge of scarc…
Hippo: A Fast, yet Scalable, Database Indexing Approach
Jia Yu, Mohamed Sarwat
Even though existing database indexes (e.g., B+-Tree) speed up the query execution, they suffer from two main drawbacks: (1) A database index usually yields 5% to 15% additional st…
GeoReach: An Efficient Approach for Evaluating Graph Reachability Queries with Spatial Range Predicates
Yuhan Sun, Mohamed Sarwat
Graphs are widely used to model data in many application domains. Thanks to the wide spread use of GPS-enabled devices, many applications assign a spatial attribute to graph vertic…
Matrix Factorization with Explicit Trust and Distrust Relationships
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard +1
With the advent of online social networks, recommender systems have became crucial for the success of many online applications/services due to their significance role in tailoring…