Rashmika Nawaratne

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Damminda AlahakoonProfessor, La Trobe UniversityVerified email at latrobe.edu.au
Daswin De SilvaCentre for Data Analytics and Cognition, La Trobe UniversityVerified email at ieee.org
Tharindu BandaragodaResearch Centre for Data Analytics & Cognition, La Trobe UniversityVerified email at latrobe.edu.au
Achini AdikariResearch Fellow, Centre for Data Analytics and Cognition, La Trobe University, AustraliaVerified email at latrobe.edu.au
Xinghuo YuFAA, FIEEE, HonFIEAust, Distinguished Professor @ RMIT UniversityVerified email at rmit.edu.au
Professor Naveen ChilamkurtiAssociate Dean and Head of Cybersecurity Discipline at La Trobe University, MelbourneVerified email at latrobe.edu.au
Su NguyenRMIT UniversityVerified email at rmit.edu.au
Michael KingsleyProfessor in Exercise Physiology, La Trobe University, AustraliaVerified email at latrobe.edu.au
Valeriy VyatkinAalto University; Luleå University of TechnologyVerified email at aalto.fi
Seppo SierlaUniversity Lecturer at Aalto UniversityVerified email at aalto.fi
Amal Shehan PereraSenior Lecturer in Computer Science & Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk
Professor Prem ChhetriProfessor of Logistics and Supply Chain ManagementVerified email at rmit.edu.au
Matthew NicholsonMonash University MalaysiaVerified email at monash.edu
Alexander H.K. MontoyeAssistant professor of Clinical Exercise Physiology, Alma CollegeVerified email at alma.edu
Evgeny OsipovProfessor, Luleå University of TechnologyVerified email at ltu.se
Weranja RanasingheMonash UniversityVerified email at monash.edu
Carolyn M. BaumProfessor of Occupational TherapyVerified email at wustl.edu
Leeanne CareyProfessor Occupational Therapy, College Science, Health & Engineering, La Trobe UniversityVerified email at latrobe.edu.au
Jacek RumińskiGdansk University of Technology, ETI, Department of Biomedical Engineering, PolandVerified email at pg.edu.pl
Aleksander MalinowskiProfessor of ECE, Bradley UniversityVerified email at ieee.org

Rashmika Nawaratne

Adjunct Research Fellow, La Trobe University

Verified email at latrobe.edu.au - Homepage

Deep learning Unsupervised Learning Continual Learning Computer Vision Demand Forecasting


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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	208	2019
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	206	2019
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	54	2018
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	43	2020
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	34	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	26	2020
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	24	2017
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	22	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	19	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	18	2021
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	18	2019
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	16	2019
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	14	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	12	2021
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	12	2020
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	12	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	11	2022
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	9	2019
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	7	2021
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	6	2021

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