Dinithi Sumanaweera

According to our database, Dinithi Sumanaweera authored at least 6 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Modelling Technical and Biological Effects in scRNA-seq data with Scalable GPLVMs.

Vidhi Lalchand, Aditya Ravuri, Emma Dann, Natsuhiko Kumasaka, Dinithi Sumanaweera, Rik G. H. Lindeboom, Shaista Madad, Sarah A. Teichmann, Neil D. Lawrence

Proceedings of the Machine Learning in Computational Biology, 21-22 November 2022, Online, 2022

2021

On identifying statistical redundancy at the level of amino acid subsequences.

Sandun Rajapaksa, Dinithi Sumanaweera, Maria Garcia de la Banda, Peter J. Stuckey, David Abramson, Lloyd Allison, Arthur M. Lesk, Arun Siddharth Konagurthu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Bridging the Gaps in Statistical Models of Protein Alignment.

Dinithi Sumanaweera, Lloyd Allison, Arun Siddharth Konagurthu

CoRR, 2020

2019

Statistical compression of protein sequences and inference of marginal probability landscapes over competing alignments using finite state models and Dirichlet priors.

Dinithi Sumanaweera, Lloyd Allison, Arun Siddharth Konagurthu

Bioinform., 2019

2018

The Bits Between Proteins.

Dinithi Sumanaweera, Lloyd Allison, Arun Siddharth Konagurthu

Proceedings of the 2018 Data Compression Conference, 2018

2016

An Ensemble Based in Silico Prediction of Saccharomyces Cerevisiae Proteins under Mitochondrion Organization.

Dinithi Sumanaweera, Amal Shehan Perera

Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016