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Damayanthi Herath
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Year
Chronic Kidney Disease Prediction Using Machine Learning Methods
IU Ekanayake, D Herath
2020 Moratuwa Engineering Research Conference (MERCon), 260-265, 2020
562020
Accelerating string matching for bio-computing applications on multi-core CPUs
D Herath, C Lakmali, R Ragel
2012 IEEE 7th International Conference on Industrial and Information Systems …, 2012
262012
Semantic segmentation using Vision Transformers: A survey
H Thisanke, C Deshan, K Chamith, S Seneviratne, R Vidanaarachchi, ...
Engineering Applications of Artificial Intelligence 126, 106669, 2023
252023
CoMet: a workflow using contig coverage and composition for binning a metagenomic sample with high precision
D Herath, SL Tang, K Tandon, D Ackland, SK Halgamuge
BMC bioinformatics 18, 161-172, 2017
232017
DeepSelectNet: deep neural network based selective sequencing for oxford nanopore sequencing
A Senanayake, H Gamaarachchi, D Herath, R Ragel
BMC bioinformatics 24 (1), 31, 2023
182023
Assessing species diversity using metavirome data: methods and challenges
D Herath, D Jayasundara, D Ackland, I Saeed, SL Tang, S Halgamuge
Computational and structural biotechnology journal 15, 447-455, 2017
132017
Detection of Novel Biomarker Genes of Alzheimer’s Disease Using Gene Expression Data
S Perera, K Hewage, C Gunarathne, R Navarathna, D Herath, RG Ragel
2020 Moratuwa Engineering Research Conference (MERCon), 1-6, 2020
82020
Interpretable Student Performance Prediction Using Explainable Boosting Machine for Multi-Class Classification
S Jayasundara, A Indika, D Herath
2022 2nd International Conference on Advanced Research in Computing (ICARC …, 2022
62022
Transfer Learning for Accurate and Efficient Tomato Plant Disease Classification Using Leaf Images
LAC Deshan, MKH Thisanke, D Herath
2021 IEEE 16th International Conference on Industrial and Information …, 2021
62021
ENVirT: inference of ecological characteristics of viruses from metagenomic data
D Jayasundara, D Herath, D Senanayake, I Saeed, CY Yang, Y Sun, ...
BMC bioinformatics 19, 1-12, 2019
42019
Machine learning for plant microRNA prediction: A systematic review
S Jayasundara, S Lokuge, P Ihalagedara, D Herath
arXiv preprint arXiv:2106.15159, 2021
32021
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications
N Ranasinghe, A Ramanan, S Fernando, PN Hameed, D Herath, ...
arXiv preprint arXiv:2211.16699, 2022
22022
Forecasting Electricity Power Generation of Pawan Danavi Wind Farm, Sri Lanka, Using Gene Expression Programming
D Herath, J Jayasinghe, U Rathnayake
Applied Computational Intelligence and Soft Computing 2022, 2022
22022
Analyzing transportation mode interactions using agent-based models
N Uthpala, N Hansika, S Dissanayaka, K Tennakoon, S Dharmarathne, ...
SN Applied Sciences 5 (12), 357, 2023
12023
miRNAFinder: A comprehensive web resource for plant Pre-microRNA classification
S Lokuge, S Jayasundara, P Ihalagedara, I Kahanda, D Herath
Biosystems 215, 104662, 2022
12022
Revealing MicroRNA Biomarkers for Alzheimer’s Disease Using Next Generation Sequencing Data
I Dinuwanthi, H Thilakarathna, V Sripadi, D Herath, R Ragel
2021 10th International Conference on Information and Automation for …, 2021
12021
miRNAFinder: A pre-microRNA classifier for plants and analysis of feature impact
P Ihalagedara, S Lokuge, S Jayasundara, D Herath, I Kahanda
2020 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2020
12020
Accuracy Comparison between Recurrent Neural Networks and Statistical Methods for Temperature Forecasting
I Adikari, S Lakmali, P Dhananjaya, D Herath
2023 3rd International Conference on Advanced Research in Computing (ICARC …, 2023
2023
Automated Lip-Reading Recognition Using EfficientNet Architectures
W Wijerathne, PN Hameed, D Herath
Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2023
2023
Identifying Keywords in Legal Articles Using Machine Learning Techniques
DH kshithija Wanniaarachchi, wathsari premathilaka, Ishani Madhuwanthi
IEEE WIE Symposium 2021, 2021
2021
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Articles 1–20