11 citations · 11 across the 3 of their papers we have counts for
3 papers
q-bio.GN2019★ 11 cited
Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning
Tianle Ma, Aidong Zhang
While deep learning has achieved great success in many fields, one common criticism about deep learning is its lack of interpretability. In most cases, the hidden units in a deep n…
q-bio.GN2017
Integrate Multi-omic Data Using Affinity Network Fusion (ANF) for Cancer Patient Clustering
Tianle Ma, Aidong Zhang
Clustering cancer patients into subgroups and identifying cancer subtypes is an important task in cancer genomics. Clustering based on comprehensive multi-omic molecular profiling…
cs.DB2012
Algorithms for Efficient Mining of Statistically Significant Attribute Association Information
Pritam Chanda, Aidong Zhang, Murali Ramanathan
Knowledge of the association information between the attributes in a data set provides insight into the underlying structure of the data and explains the relationships (independenc…