Personal information

Emails & domains

Verified email domains

Websites & social links

LinkedIn

Other IDs

ResearcherID: N-8893-2018
SciProfiles: 1469871

Countries

Australia

Activities

Collapse all

Employment (3)

Endeavour Group: Melbourne, Victoria, AU

2022-05 to present | Principal Data Scientist (Data & AI)
Employment
Source: Self-asserted source
Rashmika Nawaratne

Coles Group: Melbourne, Victoria, AU

2020-09 to 2022-04 | Data Scientist (Advanced Analytics)
Employment
Source: Self-asserted source
Rashmika Nawaratne

99X Technology: Colombo, LK

2014-03-01 to 2017-04-22 | Technical Lead (Engineering)
Employment
Source: Self-asserted source
Rashmika Nawaratne

Education and qualifications (2)

La Trobe University - Melbourne Campus: Melbourne, VIC, AU

2017-04-01 to present | Ph.D. in AI (Research Centre for Data Analytics and Cognition)
Education
Source: Self-asserted source
Rashmika Nawaratne

University of Moratuwa: Moratuwa, LK

2009-07-21 to 2014-02-09 | B.Sc. (Hons) in Engineering (Department of Computer Science and Engineering)
Education
Source: Self-asserted source
Rashmika Nawaratne

Works (20)

AI Applications in Adult Stroke Recovery and Rehabilitation: A Scoping Review Using AI

Sensors
2024-10-12 | Journal article
DOI: 10.3390/s24206585
Contributors: Isuru Senadheera; Prasad Hettiarachchi; Brendon Haslam; Rashmika Nawaratne; Jacinta Sheehan; Kylee J. Lockwood; Damminda Alahakoon; Leeanne M. Carey
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Is Mild Really Mild?: Generating Longitudinal Profiles of Stroke Survivor Impairment and Impact Using Unsupervised Machine Learning

Applied Sciences
2024-08-04 | Journal article
DOI: 10.3390/app14156800
Contributors: Achini Adikari; Rashmika Nawaratne; Daswin De Silva; David L. Carey; Alistair Walsh; Carolyn Baum; Stephen Davis; Geoffrey A. Donnan; Damminda Alahakoon; Leeanne M. Carey
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Is Mild Really Mild?”: Generating Longitudinal Profiles of Stroke Survivor Impairment and Impact Using Unsupervised Machine Learning

2024-07-15 | Preprint
DOI: 10.20944/preprints202407.1156.v1
Contributors: Achini Adikari; Rashmika Nawaratne; Daswin De Silva; David Carey; Alistair Walsh; Carolyn Baum; Stephen Davis; Geoffrey A. Donnan; Damminda (PhD); Leeanne M Carey
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Transforming Customer Digital Footprints into Decision Enablers in Hospitality

Applied Sciences
2024-04-08 | Journal article
DOI: 10.3390/app14073114
Contributors: Achini Adikari; Su Nguyen; Rashmika Nawaratne; Daswin De Silva; Damminda Alahakoon
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications

Sensors
2023-06-22 | Journal article
DOI: 10.3390/s23135822
Contributors: Byron M. Perrin; Dimitri Diacogiorgis; Courtney Sullivan; James Gerrard; Isabelle Skinner; Timothy C. Skinner; Rashmika Nawaratne; Damminda Alahakoon; Michael I. C. Kingsley
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3176965
Contributors: Harsha Moraliyage; Vidura Sumanasena; Daswin De Silva; Rashmika Nawaratne; Lina Sun; Damminda Alahakoon
Source: check_circle
Crossref

Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3111053
Contributors: Vivek Christopher; Tharmasanthiran Aathman; Kayathiri Mahendrakumaran; Rashmika Nawaratne; Daswin De Silva; Vishaka Nanayakkara; Damminda Alahakoon
Source: check_circle
Crossref

A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities

IEEE Transactions on Industrial Informatics
2021-07 | Journal article
DOI: 10.1109/TII.2020.3037286
Contributors: Rashmika Nawaratne; Sachin Kahawala; Su Nguyen; Daswin De Silva
Source: check_circle
Crossref

Robust Multi-Step Predictor for Electricity Markets with Real-Time Pricing

Energies
2021-07-20 | Journal article
DOI: 10.3390/en14144378
Contributors: Sachin Kahawala; Daswin De Silva; Seppo Sierla; Damminda Alahakoon; Rashmika Nawaratne; Evgeny Osipov; Andrew Jennings; Valeriy Vyatkin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Emotions of COVID-19: Content Analysis of Self-Reported Information Using Artificial Intelligence

Journal of Medical Internet Research
2021-04-30 | Journal article
DOI: 10.2196/27341
Contributors: Achini Adikari; Rashmika Nawaratne; Daswin De Silva; Sajani Ranasinghe; Oshadi Alahakoon; Damminda Alahakoon
Source: check_circle
Crossref

Deep Learning to Predict Energy Expenditure and Activity Intensity in Free Living Conditions using Wrist-specific Accelerometry

Journal of Sports Sciences
2021-03-19 | Journal article
DOI: 10.1080/02640414.2020.1841394
Contributors: Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Paul D O’Halloran; Alexander HK Montoye; Kiera Staley; Matthew Nicholson; Michael IC Kingsley
Source: check_circle
Crossref

Rain Streak Removal for Single Images Using Conditional Generative Adversarial Networks

Applied Sciences
2021-03-03 | Journal article
DOI: 10.3390/app11052214
Contributors: Prasad Hettiarachchi; Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Naveen Chilamkurti
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Emotions of COVID-19: Content Analysis of Self-Reported Information Using Artificial Intelligence (Preprint)

2021-01-21 | Other
DOI: 10.2196/preprints.27341
Contributors: Achini Adikari; Rashmika Nawaratne; Daswin De Silva; Sajani Ranasinghe; Oshadi Alahakoon; Damminda Alahakoon
Source: check_circle
Crossref

Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition

IEEE Transactions on Industrial Informatics
2020-12 | Journal article
DOI: 10.1109/TII.2019.2957454
Contributors: Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Harsha Kumara; Xinghuo Yu
Source: check_circle
Crossref

Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance

IEEE Transactions on Industrial Informatics
2020-01 | Journal article
DOI: 10.1109/TII.2019.2938527
Contributors: Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Xinghuo Yu
Source: check_circle
Crossref

Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management

IEEE Transactions on Intelligent Transportation Systems
2019-12 | Journal article
DOI: 10.1109/TITS.2019.2924883
Contributors: Dinithi Nallaperuma; Rashmika Nawaratne; Tharindu Bandaragoda; Achini Adikari; Su Nguyen; Thimal Kempitiya; Daswin De Silva; Damminda Alahakoon; Dakshan Pothuhera
Source: check_circle
Crossref

Wrist-specific accelerometry methods for estimating free-living physical activity

Journal of Science and Medicine in Sport
2019-06 | Journal article
DOI: 10.1016/j.jsams.2018.12.003
Contributors: Michael I.C. Kingsley; Rashmika Nawaratne; Paul D. O’Halloran; Alexander H.K. Montoye; Damminda Alahakoon; Daswin De Silva; Kiera Staley; Matthew Nicholson
Source: check_circle
Crossref

Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments

Future Generation Computer Systems
2018 | Journal article
Source: Self-asserted source
Rashmika Nawaratne

Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics

2018 18th International Conference on Advances in ICT for Emerging Regions (ICTer)
2018-09-29 | Conference paper
DOI: 10.1109/icter.2018.8615462
ISBN: 9781538673522
Source: Self-asserted source
Rashmika Nawaratne

Incremental knowledge acquisition and self-learning for autonomous video surveillance

Industrial Electronics Society, IECON 2017-43rd Annual Conference of the IEEE
2017 | Conference paper
Source: Self-asserted source
Rashmika Nawaratne
How many people are using ORCID?