Deep Learning the Protein Function in Protein Interaction Networks

K Trivodaliev, M Josifoski, S Kalajdziski - ICT Innovations 2018 …, 2018 - Springer
One of the essential challenges in proteomics is the computational function prediction. In
Protein Interaction Networks (PINs) this problem is one of proper labeling of corresponding …

Protein function prediction using semantic driven K-medoids clustering algorithm

I Ivanoska, K Trivodaliev… - International Journal of …, 2014 - repository.ukim.mk
The proposed protein function prediction methods are mostly based on sequence or
structure protein similarity and do not take into account the semantic similarity extracted from …

Protein Function Prediction Using Semantic Similarity Metrics and Random Walk Algorithm

I Ivanoska, K Trivodaliev, S Kalajdziski - 2012 - repository.ukim.mk
Most protein function prediction methods that have been proposed, are based on sequence
or structure protein similarity and do not take into consideration the semantic similarity …

[引用][C] Instance based learning in protein interaction networks

M Josifoski, K Trivodaliev - 2017 - … Ss. Cyril and Methodius University in …

[引用][C] Random Walks on Protein Interaction Networks

M Milenkoski, K Trivodaliev - 2017 - … Ss. Cyril and Methodius University in …