Incremental knowledge acquisition and self-learning for autonomous video surveillance. - Rashmika Nawaratne; Tharindu R. Bandaragoda; Achini Adikari; Damminda Alahakoon; Daswin De Silva; Xinghuo Yu 001 (IECON, 2017)

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)

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)

HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. - Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Xinghuo Yu 001 (INDIN, 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)

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)

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 (ETFA, 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)

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)

Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition. - Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Harsha Kumara; Xinghuo Yu 001 (IEEE Trans. Ind. Informatics, 2020)

Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance. - Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Xinghuo Yu 001 (IEEE Trans. Ind. Informatics, 2020)

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)

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)

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)

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. - Daswin De Silva; Rashmika Nawaratne; Jacek Ruminski; Aleksander Malinowski; Milos Manic (HSI, 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)

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)

Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities. - Damminda Alahakoon; Rashmika Nawaratne; Yan Xu 004; Daswin De Silva; Uthayasankar Sivarajah; Bhumika Gupta (Inf. Syst. Frontiers, 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, 2023)

Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies. - Prasad Hettiarachchi; Isuru Senadheera; Rashmika Nawaratne; Brendon Haslam; Damminda Alahakoon; Leeanne Carey (HSI, 2024)

Predictive Maintenance with Large Language Models and Transformer-based Survival Analysis. - Aurora Esteban; Victor Cobilean; Rashmika Nawaratne (IECON, 2024)

Video Summarisation with Incident and Context Information using Generative AI. - Ulindu De Silva; Leon Fernando; Kalinga Bandara; Rashmika Nawaratne (IECON, 2024)