Rashmika Nawaratne

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Unsupervised Learning

Machine Learning

Human Activity Recognition

Top Venues

IEEE Trans. Ind. Informatics

Multim. Tools Appl.

Publications

Prasad Hettiarachchi, Isuru Senadheera, Rashmika Nawaratne, Brendon Haslam, Damminda Alahakoon, Leeanne Carey
Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies. HSI (2024)
Byron M. Perrin, Dimitri Diacogiorgis, Courtney Sullivan, James Gerrard, Isabelle Skinner, Timothy C. Skinner, Rashmika Nawaratne, Damminda Alahakoon, Michael Kingsley
Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications. Sensors 23 (13) (2023)
Damminda Alahakoon, Rashmika Nawaratne, Yan Xu, Daswin De Silva, Uthayasankar Sivarajah, Bhumika Gupta
Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities. Inf. Syst. Frontiers 25 (1) (2023)
Sadil Chamishka, Ishara Madhavi, Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti, Vishaka Nanayakkara
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling. Multim. Tools Appl. 81 (24) (2022)
Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic
Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. HSI (2022)
Harsha Moraliyage, Vidura Sumanasena, Daswin De Silva, Rashmika Nawaratne, Lina Sun, Damminda Alahakoon
Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning. IEEE Access 10 (2022)
Vivek Christopher, Tharmasanthiran Aathman, Kayathiri Mahendrakumaran, Rashmika Nawaratne, Daswin De Silva, Vishaka Nanayakkara, Damminda Alahakoon
Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things. IEEE Access 9 (2021)
Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. IEEE Trans. Ind. Informatics 17 (7) (2021)
Pawara Gunawardena, Oshada Amila, Heshan Sudarshana, Rashmika Nawaratne, Ashish Kr. Luhach, Damminda Alahakoon, Amal Shehan Perera, Charith Chitraranjan, Naveen K. Chilamkurti, Daswin De Silva
Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps. J. Real Time Image Process. 18 (5) (2021)
Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. 32 (20) (2020)
Ishara Madhavi, Sadil Chamishka, Rashmika Nawaratne, Vishaka Nanayakkara, Damminda Alahakoon, Daswin De Silva
A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments. ETFA (2020)
Rashmika Nawaratne, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps. Multim. Tools Appl. 79 (23-24) (2020)
Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Harsha Kumara, Xinghuo Yu
Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition. IEEE Trans. Ind. Informatics 16 (12) (2020)
Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance. IEEE Trans. Ind. Informatics 16 (1) (2020)
Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. INDIN (2019)
Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. 20 (12) (2019)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs. CoRR (2019)
Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics. CoRR (2018)
Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Prem Chhetri, Naveen K. Chilamkurti
Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments. Future Gener. Comput. Syst. 86 (2018)
Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
Incremental knowledge acquisition and self-learning for autonomous video surveillance. IECON (2017)