17 citations · 60 across the 5 of their papers we have counts for
5 papers
Dataset Lifecycle Framework and its applications in Bioinformatics
Yiannis Gkoufas, David Yu Yuan
Bioinformatics pipelines depend on shared POSIX filesystems for its input, output and intermediate data storage. Containerization makes it more difficult for the workloads to acces…
Hoard: A Distributed Data Caching System to Accelerate Deep Learning Training on the Cloud
Christian Pinto, Yiannis Gkoufas, Andrea Reale +2
Deep Learning system architects strive to design a balanced system where the computational accelerator -- FPGA, GPU, etc, is not starved for data. Feeding training data fast enough…
(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories
Hoang Thanh Lam, Ernesto Diaz-Aviles, Alessandra Pascale +2
Real-time estimation of destination and travel time for taxis is of great importance for existing electronic dispatch systems. We present an approach based on trip matching and ens…
Inferring Unusual Crowd Events From Mobile Phone Call Detail Records
Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas +3
The pervasiveness and availability of mobile phone data offer the opportunity of discovering usable knowledge about crowd behaviors in urban environments. Cities can leverage such…
Predicting User Engagement in Twitter with Collaborative Ranking
Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli +4
Collaborative Filtering (CF) is a core component of popular web-based services such as Amazon, YouTube, Netflix, and Twitter. Most applications use CF to recommend a small set of i…