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Damith A. Senanayake

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2020 – today

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2023
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Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge:
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. CoRR abs/2308.09297 (2023)
2022
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Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge:
Dimensionality reduction for visualizing high-dimensional biological data. Biosyst. 220: 104749 (2022)
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Sachith Seneviratne, Damith A. Senanayake, Sanka Rasnayaka, Rajith Vidanaarachchi, Jason Thompson:
DALLE-URBAN: Capturing the urban design expertise of large text to image transformers. CoRR abs/2208.04139 (2022)
2021
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Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge:
Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4588-4602 (2021)
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Tamasha Malepathirana, Damith A. Senanayake, Vini Gautam, Saman K. Halgamuge:
Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data. CIBCB 2021: 1-9
2020
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Damith A. Senanayake:
Exploratory Analysis of Highly Dimensional Data: Parametric Methods for Dimensionality Reduction, Visualization and Feature Extraction with Applications in Computational Biology. University of Melbourne, Parkville, Victoria, Australia, 2020

2010 – 2019

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2019
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Duleepa Jayasundara, Damayanthi Herath, Damith A. Senanayake, Isaam Saeed, Cheng-Yu Yang, Yuan Sun, Bill C. Chang, Sen-Lin Tang, Saman K. Halgamuge:
ENVirT: inference of ecological characteristics of viruses from metagenomic data. BMC Bioinform. 19-S(13): 377:1-377:12 (2019)
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  - journals/corr/abs-1912-04896
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Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge:
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization. CoRR abs/1912.04896 (2019)

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