Thosini Bamunu Mudiyanselage

A comprehensive survey on computational methods of non-coding RNA and disease association prediction

Xiujuan Lei, Thosini Bamunu Mudiyanselage, Yuchen Zhang et al. · Briefings in Bioinformatics · 2020 · 64 citations

Engineering, Machine Learning, Genetic Epidemiology +22

Deep Fuzzy Neural Networks for Biomarker Selection for Accurate Cancer Detection

Thosini Bamunu Mudiyanselage, Xueli Xiao, Yanqing Zhang et al. · IEEE Transactions on Fuzzy Systems · 2020 · 48 citations

Engineering, Machine Learning, Intelligent Diagnostics +24

Fast Deep Learning Training through Intelligently Freezing Layers

Xueli Xiao, Thosini Bamunu Mudiyanselage, Chunyan Ji et al. · 2019 · 40 citations

Convolutional Neural Network, Machine Vision, Machine Learning +14

Predicting CircRNA disease associations using novel node classification and link prediction models on Graph Convolutional Networks

Thosini Bamunu Mudiyanselage, Xiujuan Lei, Nipuna Senanayake et al. · Methods · 2021 · 35 citations

Engineering, Interaction Network, Pathology +16

Feature selection with graph mining technology

Thosini Bamunu Mudiyanselage, Yanqing Zhang · Big Data Mining and Analytics · 2019 · 10 citations · Full text