Rashmika Nawaratne

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Damminda AlahakoonProfessor, La Trobe UniversityGeverifieerd e-mailadres voor latrobe.edu.au
Daswin De SilvaCentre for Data Analytics and Cognition, La Trobe UniversityGeverifieerd e-mailadres voor ieee.org
Tharindu BandaragodaResearch Centre for Data Analytics & Cognition, La Trobe UniversityGeverifieerd e-mailadres voor latrobe.edu.au
Achini AdikariResearch Fellow, Centre for Data Analytics and Cognition, La Trobe University, AustraliaGeverifieerd e-mailadres voor latrobe.edu.au
Xinghuo YuFAA, FIEEE, HonFIEAust, Distinguished Professor @ RMIT UniversityGeverifieerd e-mailadres voor rmit.edu.au
Professor Naveen ChilamkurtiAssociate Dean and Head of Cybersecurity Discipline at La Trobe University, MelbourneGeverifieerd e-mailadres voor latrobe.edu.au
Su NguyenRMIT UniversityGeverifieerd e-mailadres voor rmit.edu.au
Valeriy VyatkinAalto University; Luleå University of TechnologyGeverifieerd e-mailadres voor aalto.fi
Seppo SierlaUniversity Lecturer at Aalto UniversityGeverifieerd e-mailadres voor aalto.fi
Michael KingsleyProfessor in Exercise Physiology, La Trobe University, AustraliaGeverifieerd e-mailadres voor latrobe.edu.au
Amal Shehan PereraSenior Lecturer in Computer Science & Engineering, University of MoratuwaGeverifieerd e-mailadres voor cse.mrt.ac.lk
Professor Prem ChhetriProfessor of Logistics and Supply Chain ManagementGeverifieerd e-mailadres voor rmit.edu.au
Matthew NicholsonMonash University IndonesiaGeverifieerd e-mailadres voor monash.edu
Alexander H.K. MontoyeAssistant professor of Clinical Exercise Physiology, Alma CollegeGeverifieerd e-mailadres voor alma.edu
Evgeny OsipovProfessor, Luleå University of TechnologyGeverifieerd e-mailadres voor ltu.se
Jacek RumińskiGdansk University of Technology, ETI, Department of Biomedical Engineering, PolandGeverifieerd e-mailadres voor pg.edu.pl
Aleksander MalinowskiProfessor of ECE, Bradley UniversityGeverifieerd e-mailadres voor ieee.org
Milos Manic, Professor, IEEE FellowProfessor of Comp. Science, Director of Cybersecurity Center, Virginia Commonwealth UniversityGeverifieerd e-mailadres voor ieee.org
Weranja RanasingheMonash UniversityGeverifieerd e-mailadres voor monash.edu
Carolyn M. BaumProfessor of Occupational TherapyGeverifieerd e-mailadres voor wustl.edu

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Rashmika Nawaratne

Adjunct Research Fellow, La Trobe University

Geverifieerd e-mailadres voor latrobe.edu.au - Homepage

Deep learning Unsupervised Learning Continual Learning Computer Vision Demand Forecasting


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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	251	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	243	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	57	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, 2023	53	2023
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	40	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	31	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	27	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	26	2019
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	25	2022
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	22	2020
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	20	2019
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	19	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	16	2021
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
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	14	2018
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
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	13	2020
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	10	2019
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	9	2021
Interest-oriented video summarization with keyframe extraction P Gunawardena, H Sudarshana, O Amila, R Nawaratne, D Alahakoon, ... 2019 19th International Conference on Advances in ICT for Emerging Regions …, 2019	9	2019

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