Rashmika Nawaratne

23 papers C 7Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Video Summarisation with Incident and Context Information using Generative AI. CoRR Ulindu De Silva, Leon Fernando, Kalinga Bandara, Rashmika Nawaratne
2024	C	`conf`	Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies. HSI Prasad Hettiarachchi, Isuru Senadheera, Rashmika Nawaratne, Brendon Haslam, Damminda Alahakoon, Leeanne Carey
2024	C	`conf`	Predictive Maintenance with Large Language Models and Transformer-based Survival Analysis. IECON Aurora Esteban, Victor Cobilean, Rashmika Nawaratne
2024	C	`conf`	Video Summarisation with Incident and Context Information using Generative AI. IECON Ulindu De Silva, Leon Fernando, Kalinga Bandara, Rashmika Nawaratne
2023	J	`jnl`	Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications. Sensors Byron M. Perrin, Dimitri Diacogiorgis, Courtney Sullivan, James Gerrard, Isabelle Skinner, Timothy C. Skinner, Rashmika Nawaratne, Damminda Alahakoon, Michael Kingsley
2023	J	`jnl`	Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities. Inf. Syst. Frontiers Damminda Alahakoon, Rashmika Nawaratne, Yan Xu, Daswin De Silva, Uthayasankar Sivarajah, Bhumika Gupta
2022	J	`jnl`	A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling. Multim. Tools Appl. Sadil Chamishka, Ishara Madhavi, Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti, Vishaka Nanayakkara
2022	C	`conf`	Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. HSI Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic
2022	J	`jnl`	Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning. IEEE Access Harsha Moraliyage, Vidura Sumanasena, Daswin De Silva, Rashmika Nawaratne, Lina Sun, Damminda Alahakoon
2021	J	`jnl`	A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. IEEE Trans. Ind. Informatics Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva
2021	J	`jnl`	Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things. IEEE Access Vivek Christopher, Tharmasanthiran Aathman, Kayathiri Mahendrakumaran, Rashmika Nawaratne, Daswin De Silva, Vishaka Nanayakkara, Damminda Alahakoon
2021	J	`jnl`	Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps. J. Real Time Image Process. Pawara Gunawardena, Oshada Amila, Heshan Sudarshana, Rashmika Nawaratne, Ashish Kr. Luhach, Damminda Alahakoon, Amal Shehan Perera, Charith Chitraranjan, Naveen K. Chilamkurti, Daswin De Silva
2020	C	`conf`	A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments. ETFA Ishara Madhavi, Sadil Chamishka, Rashmika Nawaratne, Vishaka Nanayakkara, Damminda Alahakoon, Daswin De Silva
2020	J	`jnl`	Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
2020	J	`jnl`	Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition. IEEE Trans. Ind. Informatics Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Harsha Kumara, Xinghuo Yu
2020	J	`jnl`	Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps. Multim. Tools Appl. Rashmika Nawaratne, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
2020	J	`jnl`	Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance. IEEE Trans. Ind. Informatics Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
2019	J	`jnl`	Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs. CoRR Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
2019	C	`conf`	HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. INDIN Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
2019	J	`jnl`	Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera
2018	J	`jnl`	Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics. CoRR Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
2018	J	`jnl`	Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments. Future Gener. Comput. Syst. Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Prem Chhetri, Naveen K. Chilamkurti
2017	C	`conf`	Incremental knowledge acquisition and self-learning for autonomous video surveillance. IECON Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu