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2024

Samarathunga, Prabhath and Rezaei, Hossein and Lokumarambage, Maheshi and Sivalingam, Thushan and Rajatheva, Nandana and Fernando, Anil (2024) An autoencoder-based task-oriented semantic communication system for M2M communication. Algorithms, 17 (11). 492. ISSN 1999-4893

Jayasinghe, Udara and Samarathunga, Prabhath and Ganearachchi, Yasith and Fernando, Thanuj and Fernando, Anil (2024) Quantum communications for image transmission over error prone channels. Electronics Letters, 60 (15). e13300. ISSN 0013-5194

Samarathunga Liyanage Don, Buddhi Prabhath Samarathunga and Ganearachchi, Yasith Lakmal and Fernando, Thanuj and Alahapperuma, Indika and Fernando, Anil; (2024) Semantic Communication Based Video Coding Using Temporal Prediction of Deep Neural Network Parameters. In: 2024 IEEE CTSoc Gaming, Entertainment and Media (GEM) Conference. 2024 IEEE Gaming, Entertainment, and Media Conference (GEM) . IEEE, ITA. ISBN 979-8-3503-7453-7

Samarathunga, Prabhath and Ganearachchi, Yasith Lakmal and Fernando, Thanuj and Thanippulige, Lahiru Deshan and Fernando, Anil; (2024) Semantic communication based complexity scalable image transmission system for resource constrained devices. In: 2024 IEEE Gaming, Entertainment, and Media Conference (GEM). 2024 IEEE Gaming, Entertainment, and Media Conference (GEM) . IEEE, ITA. ISBN 9798350374537

Samarathunga, Prabhath and Ganearachchi, Yasith and Fernando, Thanuj and Jayasingam, Adhuran and Alahapperuma, Indika and Fernando, Anil (2024) A semantic communication and VVC based hybrid video coding system. IEEE Access, 12. pp. 79202-79224. ISSN 2169-3536

Samarathunga, Prabhath and Fernando, Thanuj and Gowrisetty, Vishnu and Atulugama, Thisarani and Fernando, Anil (2024) Autoencoder based image quality metric for modelling semantic noise in semantic communications. Electronics Letters, 60 (4). e13115. ISSN 0013-5194

Choorod, Pitpimon and Weir, George and Fernando, Anil (2024) Classifying Tor traffic encrypted payload using machine learning. IEEE Access, 12. 19418 - 19431. ISSN 2169-3536

2023

Samarathunga, Prabhath and Ganearachchi, Yasith and Fernando, Anil; (2023) Video compression by chroma prediction using semantic communications. In: IEEE 42nd International Conference on Consumer Electronics. IEEE, USA. (In Press)

Samarathunga, Prabhath and Gowrisetty, Vishnu and Fernando, Thanuj and Ganearachchi, Yasith and Fernando, Anil; (2023) Region of interest scalable image compression using semantic communications. In: IEEE 42nd International Conference on Consumer Electronics. IEEE, USA. (In Press)

Tharmakulasingam, Mukunthan and Wang, Wenwu and Kerby, Michael and Ragione, Roberto La and Fernando, Anil (2023) TransAMR : an interpretable transformer model for accurate prediction of antimicrobial resistance using antibiotic administration data. IEEE Access, 11. pp. 75337-75350. ISSN 2169-3536

Lokumarambage, M.U. and Gowrisetty, V.S.S. and Rezaei, H. and Sivalingam, T. and Rajatheva, N. and Fernando, A. (2023) Wireless end-to-end image transmission system using semantic communications. IEEE Access, 11. pp. 37149-37163. ISSN 2169-3536

2022

Gowrisetty, Vishnu Sai Sankeerth and Fernando, Anil (2022) Static video compression's influence on neural network performance. Electronics, 12 (1). 8. ISSN 2079-9292

Adhuran, Jayasingam and Kulupana, Gosala and Fernando, Anil (2022) Deep learning and bidirectional optical flow based viewport predictions for 360° video coding. IEEE Access, 10. pp. 118380-118396. ISSN 2169-3536

Tharmakulasingam, Mukunthan and Gardner, Brian and Ragione, Roberto La and Fernando, Anil (2022) Explainable deep learning approach for multilabel classification of antimicrobial resistance with missing labels. IEEE Access, 10. pp. 113073-113085. ISSN 2169-3536

Tesoriero, Ricardo and Rueda, Alejandro and Gallud, Jose A. and Lozano, Maria D. and Fernando, Anil (2022) Transformation architecture for multi-layered WebApp source code generation. IEEE Access, 10. pp. 5223-5237. ISSN 2169-3536

2021

Tharmakulasingam, Mukunthan and Chaudhry, Nouman S. and Branavan, Manoharanehru and Balachandran, Wamadeva and Poirier, Aurore C. and Rohaim, Mohammed A. and Munir, Muhammad and La Ragione, Roberto M. and Fernando, Anil (2021) An artificial intelligence-assisted portable low-cost device for the rapid detection of SARS-CoV-2. Electronics, 10 (17). 2065. ISSN 2079-9292