271 citations · 899 across the 17 of their papers we have counts for
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cs.LG2015
Evaluating Protein-protein Interaction Predictors with a Novel 3-Dimensional Metric
Haohan Wang, Madhavi K. Ganapathiraju
In order for the predicted interactions to be directly adopted by biologists, the ma- chine learning predictions have to be of high precision, regardless of recall. This aspect can…
cs.LG2015★ 26 cited
A Survey: Time Travel in Deep Learning Space: An Introduction to Deep Learning Models and How Deep Learning Models Evolved from the Initial Ideas
Haohan Wang, Bhiksha Raj
This report will show the history of deep learning evolves. It will trace back as far as the initial belief of connectionism modelling of brain, and come back to look at its early…
cs.AI2015★ 4 cited
Evaluation of Protein-protein Interaction Predictors with Noisy Partially Labeled Data Sets
Haohan Wang, Madhavi K. Ganapathiraju
Protein-protein interaction (PPI) prediction is an important problem in machine learning and computational biology. However, there is no data set for training or evaluation purpose…