Rashmika Nawaratne

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies.

Prasad Hettiarachchi, Isuru Senadheera, Rashmika Nawaratne, Brendon Haslam, Damminda Alahakoon, Leeanne Carey

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.

Byron M. Perrin, Dimitri Diacogiorgis, Courtney Sullivan, James Gerrard, Isabelle Skinner, Timothy C. Skinner, Rashmika Nawaratne, Damminda Alahakoon, Michael Kingsley

Sensors, July, 2023

Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities.

Damminda Alahakoon, Rashmika Nawaratne, Yan Xu, Daswin De Silva, Uthayasankar Sivarajah, Bhumika Gupta

Inf. Syst. Frontiers, February, 2023

2022

A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling.

Sadil Chamishka, Ishara Madhavi, Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti, Vishaka Nanayakkara

Multim. Tools Appl., 2022

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

Harsha Moraliyage, Vidura Sumanasena, Daswin De Silva, Rashmika Nawaratne, Lina Sun, Damminda Alahakoon

IEEE Access, 2022

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation.

Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic

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.

Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva

IEEE Trans. Ind. Informatics, 2021

Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps.

Pawara Gunawardena, Oshada Amila, Heshan Sudarshana, Rashmika Nawaratne, Ashish Kr. Luhach, Damminda Alahakoon, Amal Shehan Perera, Charith Chitraranjan, Naveen K. Chilamkurti, Daswin De Silva

J. Real Time Image Process., 2021

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

Vivek Christopher, Tharmasanthiran Aathman, Kayathiri Mahendrakumaran, Rashmika Nawaratne, Daswin De Silva, Vishaka Nanayakkara, Damminda Alahakoon

IEEE Access, 2021

2020

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

Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu

IEEE Trans. Ind. Informatics, 2020

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

Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Harsha Kumara, Xinghuo Yu

IEEE Trans. Ind. Informatics, 2020

Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making.

Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti

Neural Comput. Appl., 2020

Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps.

Rashmika Nawaratne, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti

Multim. Tools Appl., 2020

A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments.

Ishara Madhavi, Sadil Chamishka, Rashmika Nawaratne, Vishaka Nanayakkara, Damminda Alahakoon, Daswin De Silva

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.

Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera

IEEE Trans. Intell. Transp. Syst., 2019

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

Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon

CoRR, 2019

HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition.

Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018

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

Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Prem Chhetri, Naveen K. Chilamkurti

Future Gener. Comput. Syst., 2018

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

Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon

CoRR, 2018

2017

Incremental knowledge acquisition and self-learning for autonomous video surveillance.

Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017