Rashmika Nawaratne

Orcid: 0000-0001-6641-2153

According to our database1, Rashmika Nawaratne authored at least 20 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies.
Proceedings of the 16th International Conference on Human System Interaction, 2024

2023
Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications.
Sensors, July, 2023

Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities.
Inf. Syst. Frontiers, February, 2023

2022
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling.
Multim. Tools Appl., 2022

Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning.
IEEE Access, 2022

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation.
Proceedings of the 15th International Conference on Human System Interaction, 2022

2021
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities.
IEEE Trans. Ind. Informatics, 2021

Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps.
J. Real Time Image Process., 2021

Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things.
IEEE Access, 2021

2020
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance.
IEEE Trans. Ind. Informatics, 2020

Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition.
IEEE Trans. Ind. Informatics, 2020

Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making.
Neural Comput. Appl., 2020

Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps.
Multim. Tools Appl., 2020

A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management.
IEEE Trans. Intell. Transp. Syst., 2019

Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs.
CoRR, 2019

HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018
Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments.
Future Gener. Comput. Syst., 2018

Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics.
CoRR, 2018

2017
Incremental knowledge acquisition and self-learning for autonomous video surveillance.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017


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