Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble. - Tharindu R. Bandaragoda; Kai Ming Ting; David W. Albrecht; Fei Tony Liu; Jonathan R. Wells (ICDM Workshops, 2014)

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)

Automatic event detection in microblogs using incremental machine learning. - Tharindu R. Bandaragoda; Daswin De Silva; Damminda Alahakoon (J. Assoc. Inf. Sci. Technol., 2017)

Isolation-based anomaly detection using nearest-neighbor ensembles. - Tharindu R. Bandaragoda; Kai Ming Ting; David W. Albrecht; Fei Tony Liu; Ye Zhu 002; Jonathan R. Wells (Comput. Intell., 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)

Text Mining for Personalized Knowledge Extraction From Online Support Groups. - Tharindu Rukshan Bandaragoda; Daswin De Silva; Damminda Alahakoon; Weranja Ranasinghe; Damien Bolton (J. Assoc. Inf. Sci. Technol., 2018)

Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing. - Tharindu R. Bandaragoda; Daswin De Silva; Denis Kleyko; Evgeny Osipov; Urban Wiklund; Damminda Alahakoon (ITSC, 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)

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)

A cloud-based architecture for explainable Big Data analytics using self-structuring Artificial Intelligence. - Nishan Mills; Zafar Issadeen; Amali Matharaarachchi; Tharindu R. Bandaragoda; Daswin De Silva; Andrew Jennings; Milos Manic (Discov. Artif. Intell., 2024)