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B. M. Thosini Kumarika, Ph.D.
Title
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Cited by
Year
A review of infant cry analysis and classification
C Ji, TB Mudiyanselage, Y Gao, Y Pan
EURASIP Journal on Audio, Speech, and Music Processing 2021 (1), 1-17, 2021
192021
Deep fuzzy neural networks for biomarker selection for accurate cancer detection
TKB Mudiyanselage, X Xiao, Y Zhang, Y Pan
IEEE Transactions on Fuzzy Systems 28 (12), 3219-3228, 2019
192019
A comprehensive survey on computational methods of non-coding RNA and disease association prediction
X Lei, TB Mudiyanselage, Y Zhang, C Bian, W Lan, N Yu, Y Pan
Briefings in Bioinformatics 22 (4), bbaa350, 2021
162021
Fast deep learning training through intelligently freezing layers
X Xiao, TB Mudiyanselage, C Ji, J Hu, Y Pan
2019 International Conference on Internet of Things (iThings) and IEEE Green …, 2019
102019
Graph convolution networks using message passing and multi-Source similarity features for predicting circRNA-disease association
TB Mudiyanselage, X Lei, N Senanayake, Y Zhang, Y Pan
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
92020
Feature selection with graph mining technology
TB Mudiyanselage, Y Zhang
Big Data Mining and Analytics 2 (2), 73-82, 2019
82019
Pk-gcn: Prior knowledge assisted image classification using graph convolution networks
X Xiao, C Ji, TB Mudiyanselage, Y Pan
arXiv preprint arXiv:2009.11892, 2020
32020
Predicting CircRNA disease associations using novel node classification and link prediction models on Graph Convolutional Networks
TB Mudiyanselage, X Lei, N Senanayake, Y Zhang, Y Pan
Methods 198, 32-44, 2022
22022
Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks
TB Mudiyanselage, N Senanayake, C Ji, Y Pan, Y Zhang
arXiv preprint arXiv:2105.09720, 2021
22021
Machine learning methods for effectively discovering complex relationships in graph data
TK Bamunu Mudiyanselage
12021
Smart web content bookmarking with ANN based key phrase extraction algorithm
BMT Kumarika, NGJ Dias
2014 14th International Conference on Advances in ICT for Emerging Regions …, 2014
12014
Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association
T Bamunu Mudiyanselage, X Lei, N Senanayake, Y Zhang, Y Pan
arXiv e-prints, arXiv: 2009.07173, 2020
2020
Accurate Cancer Detection by Discovering Meaningful Structures in Genes and Using Deep Fuzzy Neural Networks
T Bamunu Mudiyanselage, Y Pan, Y Zhang
NeurIPS Workshop on Learning Meaningful Representations of Life at the 33rd …, 2019
2019
Graph based Feature Selection for Structured High Dimensional Data
TK Bamunu Mudiyanselage, Y Zhang
Learning on Distributions, Functions, Graphs and Groups @ NIPS-2017 [https …, 2017
2017
Deep Unsupervised Pre-trained Neural Network for Human Gesture Recognition
BMT Kumarika, NGJ Dias
Faculty of Graduate Studies, University of Kelaniya, 2015
2015
Deep learned Visual Model for Human Computer Interaction (HCI)
BMT Kumarika, NGJ Dias
Staff Development Center, University of Kelaniya, Sri Lanka, 2015
2015
Web Content Bookmarking Tool with Automatically Generated Titles
BMT Kumarika, NGJ Dias
Book of Abstracts, Annual Research Symposium 2014, 2014
2014
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Articles 1–17