Rashmika Nawaratne

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Damminda AlahakoonProfessor, La Trobe UniversityE-mailová adresa ověřena na: latrobe.edu.au
Daswin De SilvaProfessor of AI and Analytics, La Trobe UniversityE-mailová adresa ověřena na: ieee.org
Achini AdikariLecturer and Researcher, Centre for Data Analytics and Cognition, La Trobe University, AustraliaE-mailová adresa ověřena na: latrobe.edu.au
Tharindu BandaragodaResearch Centre for Data Analytics & Cognition, La Trobe UniversityE-mailová adresa ověřena na: latrobe.edu.au
Xinghuo YuFAA, HonFIEAust, FIEEE, Distinguished Professor @ RMIT UniversityE-mailová adresa ověřena na: rmit.edu.au
Professor Naveen ChilamkurtiAssociate Dean and Head of Cybersecurity Discipline at La Trobe University, MelbourneE-mailová adresa ověřena na: latrobe.edu.au
Su NguyenRMIT UniversityE-mailová adresa ověřena na: rmit.edu.au
Valeriy VyatkinAalto University; Luleå University of TechnologyE-mailová adresa ověřena na: aalto.fi
Seppo SierlaCOO, Automous OyE-mailová adresa ověřena na: automous.ai
Michael KingsleyProfessor in Exercise Physiology, La Trobe University, AustraliaE-mailová adresa ověřena na: latrobe.edu.au
Amal Shehan PereraSenior Lecturer in Computer Science & Engineering, University of MoratuwaE-mailová adresa ověřena na: cse.mrt.ac.lk
Matthew NicholsonMonash University IndonesiaE-mailová adresa ověřena na: monash.edu
Alexander H.K. MontoyeAssistant professor of Clinical Exercise Physiology, Alma CollegeE-mailová adresa ověřena na: alma.edu
Professor Prem ChhetriProfessor of Logistics and Supply Chain ManagementE-mailová adresa ověřena na: rmit.edu.au
Leeanne CareyProfessor Occupational Therapy, College Science, Health & Engineering, La Trobe UniversityE-mailová adresa ověřena na: latrobe.edu.au
Evgeny OsipovProfessor, Luleå University of TechnologyE-mailová adresa ověřena na: ltu.se
Weranja RanasingheMonash UniversityE-mailová adresa ověřena na: monash.edu
Carolyn M. BaumProfessor of Occupational TherapyE-mailová adresa ověřena na: wustl.edu
Jacek RumińskiGdansk University of Technology, ETI, Department of Biomedical Engineering, PolandE-mailová adresa ověřena na: pg.edu.pl
Aleksander MalinowskiProfessor of ECE, Bradley UniversityE-mailová adresa ověřena na: ieee.org

Sledovat

Rashmika Nawaratne

Adjunct Research Fellow, La Trobe University

E-mailová adresa ověřena na: latrobe.edu.au - Domovská stránka

Deep learning Unsupervised Learning Continual Learning Computer Vision Demand Forecasting


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
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	314	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	309	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	97	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	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	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

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