| Spatiotemporal anomaly detection using deep learning for real-time video surveillance R Nawaratne, D Alahakoon, D De Silva, X Yu IEEE Transactions on Industrial Informatics 16 (1), 393-402, 2019 | 310 | 2019 |
| Online incremental machine learning platform for big data-driven smart traffic management D Nallaperuma, R Nawaratne, T Bandaragoda, A Adikari, S Nguyen, ... IEEE Transactions on Intelligent Transportation Systems 20 (12), 4679-4690, 2019 | 308 | 2019 |
| Self-building artificial intelligence and machine learning to empower big data analytics in smart cities D Alahakoon, R Nawaratne, Y Xu, D De Silva, U Sivarajah, B Gupta Information Systems Frontiers, 1-20, 2023 | 96 | 2023 |
| Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments R Nawaratne, D Alahakoon, D De Silva, P Chhetri, N Chilamkurti Future Generation Computer Systems 86, 421-432, 2018 | 61 | 2018 |
| A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling S Chamishka, I Madhavi, R Nawaratne, D Alahakoon, D De Silva, ... Multimedia Tools and Applications 81 (24), 35173-35194, 2022 | 53 | 2022 |
| Emotions of COVID-19: content analysis of self-reported information using artificial intelligence A Adikari, R Nawaratne, D De Silva, S Ranasinghe, O Alahakoon, ... Journal of medical Internet research 23 (4), e27341, 2021 | 52 | 2021 |
| Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making T Bandaragoda, A Adikari, R Nawaratne, D Nallaperuma, AK Luhach, ... Neural Computing and Applications 32, 16057-16071, 2020 | 37 | 2020 |
| Hierarchical two-stream growing self-organizing maps with transience for human activity recognition R Nawaratne, D Alahakoon, D De Silva, H Kumara, X Yu IEEE Transactions on Industrial Informatics 16 (12), 7756-7764, 2019 | 37 | 2019 |
| Incremental knowledge acquisition and self-learning for autonomous video surveillance R Nawaratne, T Bandaragoda, A Adikari, D Alahakoon, D De Silva, X Yu IECON 2017-43rd Annual Conference of the IEEE Industrial Electronics Society …, 2017 | 37 | 2017 |
| Gated recurrent neural network approach for multilabel emotion detection in microblogs P Rathnayaka, S Abeysinghe, C Samarajeewa, I Manchanayake, ... arXiv preprint arXiv:1907.07653, 2019 | 27 | 2019 |
| A deep learning approach for work related stress detection from audio streams in cyber physical environments I Madhavi, S Chamishka, R Nawaratne, V Nanayakkara, D Alahakoon, ... 2020 25th IEEE international conference on emerging technologies and factory …, 2020 | 26 | 2020 |
| Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps P Gunawardena, O Amila, H Sudarshana, R Nawaratne, AK Luhach, ... Journal of Real-Time Image Processing 18, 1457-1475, 2021 | 23 | 2021 |
| Solar irradiance nowcasting for virtual power plants using multimodal long short-term memory networks D Haputhanthri, D De Silva, S Sierla, D Alahakoon, R Nawaratne, ... Frontiers in Energy Research 9, 722212, 2021 | 22 | 2021 |
| Enhancing decision making capacity in tourism domain using social media analytics S Abeysinghe, I Manchanayake, C Samarajeewa, P Rathnayaka, ... 2018 18th International Conference on Advances in ICT for Emerging Regions …, 2018 | 20 | 2018 |
| Wrist-specific accelerometry methods for estimating free-living physical activity MIC Kingsley, R Nawaratne, PD O’Halloran, AHK Montoye, D Alahakoon, ... Journal of Science and Medicine in Sport 22 (6), 677-683, 2019 | 19 | 2019 |
| Multimodal classification of onion services for proactive cyber threat intelligence using explainable deep learning H Moraliyage, V Sumanasena, D De Silva, R Nawaratne, L Sun, ... IEEE Access 10, 56044-56056, 2022 | 16 | 2022 |
| A generative latent space approach for real-time road surveillance in smart cities R Nawaratne, S Kahawala, S Nguyen, D De Silva IEEE Transactions on Industrial Informatics 17 (7), 4872-4881, 2020 | 16 | 2020 |
| Minority resampling boosted unsupervised learning with hyperdimensional computing for threat detection at the edge of Internet of Things V Christopher, T Aathman, K Mahendrakumaran, R Nawaratne, ... IEEE Access 9, 126646-126657, 2021 | 13 | 2021 |
| Rain streak removal for single images using conditional generative adversarial networks P Hettiarachchi, R Nawaratne, D Alahakoon, D De Silva, N Chilamkurti Applied Sciences 11 (5), 2214, 2021 | 13 | 2021 |
| HT-GSOM: Dynamic self-organizing map with transience for human activity recognition R Nawaratne, D Alahakoon, D De Silva, X Yu 2019 IEEE 17th international conference on industrial informatics (INDIN) 1 …, 2019 | 12 | 2019 |
Damminda AlahakoonProfessor, La Trobe UniversityVerified email at latrobe.edu.au
