Chronic Kidney Disease Prediction Using Machine Learning Methods IU Ekanayake, D Herath 2020 Moratuwa Engineering Research Conference (MERCon), 260-265, 2020 | 67 | 2020 |
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 | 35 | 2023 |
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 | 26 | 2012 |
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 | 23 | 2017 |
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 | 20 | 2023 |
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 | 13 | 2017 |
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 | 9 | 2020 |
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 | 7 | 2022 |
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 | 6 | 2021 |
Machine learning for plant microRNA prediction: A systematic review S Jayasundara, S Lokuge, P Ihalagedara, D Herath arXiv preprint arXiv:2106.15159, 2021 | 4 | 2021 |
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 | 4 | 2019 |
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 | 3 | 2022 |
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 | 3 | 2022 |
miRNAFinder: A comprehensive web resource for plant Pre-microRNA classification S Lokuge, S Jayasundara, P Ihalagedara, I Kahanda, D Herath Biosystems 215, 104662, 2022 | 2 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2021 |
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 | 1 | 2020 |
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 |