100 citations · 350 across the 7 of their papers we have counts for
3 papers · 1 filter
Relational dynamic memory networks
Trang Pham, Truyen Tran, Svetha Venkatesh
Neural networks excel in detecting regular patterns but are less successful in representing and manipulating complex data structures, possibly due to the lack of an external memory…
A deep tree-based model for software defect prediction
Hoa Khanh Dam, Trang Pham, Shien Wee Ng +5
Defects are common in software systems and can potentially cause various problems to software users. Different methods have been developed to quickly predict the most likely locati…
Graph Memory Networks for Molecular Activity Prediction
Trang Pham, Truyen Tran, Svetha Venkatesh
Molecular activity prediction is critical in drug design. Machine learning techniques such as kernel methods and random forests have been successful for this task. These models req…