Automated Protein Function Prediction using an Ensemble of Deep Neural Networks

Dulmini Ekanayake; Wasana Parackrama; Kalani Prabodha; Damayanthi Herath; Indika Kahanda

doi:10.1109/mercon63886.2024.10688625

Automated Protein Function Prediction using an Ensemble of Deep Neural Networks

Dulmini Ekanayake, Wasana Parackrama, Kalani Prabodha, Damayanthi Herath, Indika Kahanda

School of Computing

Research output: Chapter or Contribution to Book › Literary contribution

Original language	English
Title of host publication	MERCon 2024 - Moratuwa Engineering Research Conference, 10th International Multidisciplinary Engineering Research Conference
Pages	260-265
Number of pages	6
ISBN (Electronic)	9798331529048
DOIs	https://doi.org/10.1109/mercon63886.2024.10688625
State	Published - Aug 8 2024
Event	10th International Multidisciplinary Engineering Research Conference on Moratuwa Engineering Research, MERCon 2024 - Moratuwa, Sri Lanka Duration: Aug 8 2024 → Aug 10 2024

Publication series

Name	Moratuwa Engineering Research Conference, MERCon
ISSN (Print)	2831-5537
ISSN (Electronic)	2691-364X

Conference

Conference	10th International Multidisciplinary Engineering Research Conference on Moratuwa Engineering Research, MERCon 2024
Country/Territory	Sri Lanka
City	Moratuwa
Period	8/8/24 → 8/10/24

ASJC Scopus Subject Areas

Computer Networks and Communications
Information Systems and Management
Civil and Structural Engineering
Computational Mechanics
Electrical and Electronic Engineering
Waste Management and Disposal
Ceramics and Composites
Instrumentation

Keywords

cafa3
convolutional neural networks
gene ontology
protein function prediction
recurrent neural networks

Access to Document

10.1109/mercon63886.2024.10688625

Cite this

Ekanayake, D., Parackrama, W., Prabodha, K., Herath, D., & Kahanda, I. (2024). Automated Protein Function Prediction using an Ensemble of Deep Neural Networks. In MERCon 2024 - Moratuwa Engineering Research Conference, 10th International Multidisciplinary Engineering Research Conference (pp. 260-265). (Moratuwa Engineering Research Conference, MERCon). https://doi.org/10.1109/mercon63886.2024.10688625

Automated Protein Function Prediction using an Ensemble of Deep Neural Networks. / Ekanayake, Dulmini; Parackrama, Wasana; Prabodha, Kalani et al.
MERCon 2024 - Moratuwa Engineering Research Conference, 10th International Multidisciplinary Engineering Research Conference. 2024. p. 260-265 (Moratuwa Engineering Research Conference, MERCon).

Research output: Chapter or Contribution to Book › Literary contribution

Ekanayake, D, Parackrama, W, Prabodha, K, Herath, D & Kahanda, I 2024, Automated Protein Function Prediction using an Ensemble of Deep Neural Networks. in MERCon 2024 - Moratuwa Engineering Research Conference, 10th International Multidisciplinary Engineering Research Conference. Moratuwa Engineering Research Conference, MERCon, pp. 260-265, 10th International Multidisciplinary Engineering Research Conference on Moratuwa Engineering Research, MERCon 2024, Moratuwa, Sri Lanka, 8/8/24. https://doi.org/10.1109/mercon63886.2024.10688625

Ekanayake D, Parackrama W, Prabodha K, Herath D, Kahanda I. Automated Protein Function Prediction using an Ensemble of Deep Neural Networks. In MERCon 2024 - Moratuwa Engineering Research Conference, 10th International Multidisciplinary Engineering Research Conference. 2024. p. 260-265. (Moratuwa Engineering Research Conference, MERCon). doi: 10.1109/mercon63886.2024.10688625

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Automated Protein Function Prediction using an Ensemble of Deep Neural Networks

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this