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Rashmika Nawaratne
Rashmika Nawaratne
Adjunct Research Fellow, La Trobe University
Verified email at latrobe.edu.au - Homepage
Title
Cited by
Cited by
Year
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
2082019
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
2062019
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
542018
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, 2020
432020
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
342021
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
262020
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
242017
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
222019
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
192020
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
182021
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
182019
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
162019
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
142021
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
122021
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
122020
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
122018
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
112022
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
92019
Robust multi-step predictor for electricity markets with real-time pricing
S Kahawala, D De Silva, S Sierla, D Alahakoon, R Nawaratne, E Osipov, ...
Energies 14 (14), 4378, 2021
72021
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
62021
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