Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning. - Daswin De Silva; Damminda Alahakoon; Shyamali Dharmage (Foundations of Computational Intelligence (1), 2009)

Incremental knowledge acquisition and self learning from text. - Daswin De Silva; Damminda Alahakoon (IJCNN, 2010)

A Data Mining Framework for Electricity Consumption Analysis From Meter Data. - Daswin De Silva; Daswin Yu; Damminda Alahakoon; Grahame Holmes (IEEE Trans. Ind. Informatics, 2011)

Supporting Personalised Content Management in Smart Health Information Portals. - Daswin De Silva; Frada Burstein; Julie Fisher (ACIS, 2012)

Development of User Warrant Ontology for Improving Online Health Information Provision. - Arya Prakasa; Daswin De Silva (ACIS, 2013)

A Participatory Information Management Framework for Patient Centred Care of Autism Spectrum Disorder. - Daswin De Silva; Frada Burstein; Andrew Stranieri; Katrina Williams; Nicole Rinehart (ACIS, 2013)

Association of Ankle Brachial Pressure Index with Heart Rate Variability in a Rural Screening Clinic. - Herbert F. Jelinek; Daswin De Silva; Frada Burstein; Andrew Stranieri; Kinda Khalaf; Ahsan H. Khandoker; Hayder Al-Aubaidy (CinC, 2013)

Multivariate Data-Driven Decision Guidance for clinical scientists. - Frada Burstein; Daswin De Silva; Herbert F. Jelinek; Andrew Stranieri (ICDE Workshops, 2013)

Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case. - Daswin De Silva; Frada Burstein; Herbert F. Jelinek; Andrew Stranieri (Australas. J. Inf. Syst., 2015)

A data fusion technique for smart home energy management and analysis. - Daswin De Silva; Damminda Alahakoon; Xinghuo Yu 001 (IECON, 2016)

Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering. - Nilupulee Nathawitharana; Damminda Alahakoon; Daswin De Silva (IJCNN, 2016)

Apache spark based distributed self-organizing map algorithm for sensor data analysis. - Madhura Jayaratne; Damminda Alahakoon; Daswin De Silva; Xinghuo Yu 001 (IECON, 2017)

A cognitive data stream mining technique for context-aware IoT systems. - Dinithi Nallaperuma; Daswin De Silva; Damminda Alahakoon; Xinghuo Yu 001 (IECON, 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 001 (IECON, 2017)

A Participatory Model for Multi-Document Health Information Summarisation. - Dinithi Nallaperuma; Daswin De Silva (Australas. J. Inf. Syst., 2017)

Editorial - Participatory Health Information Systems: Theory and Applications. - Daswin De Silva; Frada Burstein; Douglas R. Vogel (Australas. J. Inf. Syst., 2017)

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

Bio-Inspired Multisensory Fusion for Autonomous Robots. - Madhura Jayaratne; Damminda Alahakoon; Daswin De Silva; Xinghuo Yu 001 (IECON, 2018)

Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles. - Dinithi Nallaperuma; Daswin De Silva; Damminda Alahakoon; Xinghuo Yu 001 (IECON, 2018)

Preface to the Special Section on Recent Advances in Social Media. - Daswin De Silva; Susan E. Bedingfield; Damminda Alahakoon (Australas. J. Inf. Syst., 2018)

An Extended Cognitive Situation Model for Capturing Subjective Dynamics of Events from Social Media. - Yujie Wang; Damminda Alahakoon; Daswin De Silva (Australas. J. Inf. Syst., 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)

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)

Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing. - Denis Kleyko; Evgeny Osipov; Daswin De Silva; Urban Wiklund; Valeriy Vyatkin; Damminda Alahakoon (Ershov Informatics Conference, 2019)

Integer Self-Organizing Maps for Digital Hardware. - Denis Kleyko; Evgeny Osipov; Daswin De Silva; Urban Wiklund; Damminda Alahakoon (IJCNN, 2019)

A Cognitive Model for Emotion Awareness in Industrial Chatbots. - Achini Adikari; Daswin De Silva; Damminda Alahakoon; Xinghuo Yu 001 (INDIN, 2019)

HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. - Rashmika Nawaratne; Damminda Alahakoon; Daswin De Silva; Xinghuo Yu 001 (INDIN, 2019)

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)

A data integration platform for patient-centered e-healthcare and clinical decision support. - Madhura Jayaratne; Dinithi Nallaperuma; Daswin De Silva; Damminda Alahakoon; Brian Devitt; Kate E. Webster; Naveen K. Chilamkurti (Future Gener. Comput. Syst., 2019)

Unsupervised Machine Learning Based Scalable Fusion for Active Perception. - Madhura Jayaratne; Daswin De Silva; Damminda Alahakoon (IEEE Trans Autom. Sci. Eng., 2019)

Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics. - Daswin De Silva; Zhibo Pang; Evgeny Osipov; Valeriy Vyatkin (IEEE Trans. Ind. Informatics, 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)

Automated Detection of Social Roles in Online Communities using Deep Learning. - Piyumini Wijenayake; Daswin De Silva; Damminda Alahakoon; Saliya Kirigeeganage (ICSIM, 2020)

Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams. - Nishan Mills; Daswin De Silva; Damminda Alahakoon (IEEE Internet Things J., 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)

Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. - Madhavi Gayathri; Amanda Ariyaratne; Sachin Kahawala; Daswin De Silva; Damminda Alahakoon; Vishaka Nanayakkara; Evgeny Osipov; Xinghuo Yu 001 (IECON, 2021)

Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation. - Donna Burnett; Nicole El-Haber; Damminda Alahakoon; Stamatis Karnouskos; Daswin De Silva (SOHOMA, 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)

An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. - Thimal Kempitiya; Seppo A. Sierla; Daswin De Silva; Matti Yli-Ojanperä; Damminda Alahakoon; Valeriy Vyatkin (CoRR, 2021)

Continuous detection of concept drift in industrial cyber-physical systems using closed loop incremental machine learning. - Dinithi Jayaratne; Daswin De Silva; Damminda Alahakoon; Xinghuo Yu 001 (Discov. Artif. Intell., 2021)

A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web. - Achini Adikari; Gihan Gamage; Daswin De Silva; Nishan Mills; Sze-Meng Jojo Wong; Damminda Alahakoon (Future Gener. Comput. Syst., 2021)

Value co-creation for open innovation: An evidence-based study of the data driven paradigm of social media using machine learning. - Achini Adikari; Donna Burnett; Darshana Sedera; Daswin De Silva; Damminda Alahakoon (Int. J. Inf. Manag. Data Insights, 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)

Unsupervised skill transfer learning for autonomous robots using distributed Growing Self Organizing Maps. - Madhura Jayaratne; Damminda Alahakoon; Daswin De Silva (Robotics Auton. Syst., 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)

A BERT-based Idiom Detection Model. - Gihan Gamage; Daswin De Silva; Achini Adikari; Damminda Alahakoon (HSI, 2022)

Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming. - Thimal Kempitiya; Daswin De Silva; Ebonie Rio; Richard Skarbez; Damminda Alahakoon (HSI, 2022)

Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions. - Nishan Mills; Prabod Rathnayaka; Harsha Moraliyage; Daswin De Silva; Andrew Jennings (HSI, 2022)

Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. - Harsha Moraliyage; Sachin Kahawala; Daswin De Silva; Damminda Alahakoon (HSI, 2022)

UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting. - Harsha Moraliyage; Nishan Mills; Prabod Rathnayake; Daswin De Silva; Andrew Jennings (HSI, 2022)

Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence. - Kirishnni Prabagar; Kogul Srikandabala; Nilaan Loganathan; Daswin De Silva; Gihan Gamage; Prabod Rathnayaka; Amal Shehan Perera; Damminda Alahakoon (HSI, 2022)

An Artificial Intelligence Framework for the Detection of Emotion Transitions in Telehealth Services. - Sajani Ranasinghe; Gihan Gamage; Harsha Moraliyage; Nishan Mills; Nikki McCaffrey; Jessica Bucholc; Katherine Lane; Angela Cahill; Victoria White; Daswin De Silva (HSI, 2022)

Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series. - Prabod Rathnayaka; Harsha Moraliyage; Nishan Mills; Daswin De Silva; Andrew Jennings (HSI, 2022)

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. - Daswin De Silva; Rashmika Nawaratne; Jacek Ruminski; Aleksander Malinowski; Milos Manic (HSI, 2022)

Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. - Dilantha Haputhanthri; Evgeny Osipov; Sachin Kahawala; Daswin De Silva; Thimal Kempitiya; Damminda Alahakoon (IJCNN, 2022)

Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. - Thimal Kempitiya; Daswin De Silva; Sachin Kahawala; Dilantha Haputhanthri; Damminda Alahakoon; Evgeny Osipov (IJCNN, 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)

Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare. - Achini Adikari; Daswin De Silva; Harsha Moraliyage; Damminda Alahakoon; Jiahui Wong; Mathew Gancarz; Suja Chackochan; Bomi Park; Rachel Heo; Yvonne Leung (Future Gener. Comput. Syst., 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)

An artificial intelligence life cycle: From conception to production. - Daswin De Silva; Damminda Alahakoon (Patterns, 2022)

A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. - Harsha Moraliyage; Sanoshi Dahanayake; Daswin De Silva; Nishan Mills; Prabod Rathnayaka; Su Nguyen; Damminda Alahakoon; Andrew Jennings (Sensors, 2022)

A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. - Prabod Rathnayaka; Nishan Mills; Donna Burnett; Daswin De Silva; Damminda Alahakoon; Richard Gray 004 (Sensors, 2022)

ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots. - Daswin De Silva; Nishan Mills; Mona El-Ayoubi; Milos Manic; Damminda Alahakoon (ICIT, 2023)

EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion. - Prabod Rathnayaka; Gihan Gamage; Daswin De Silva; Damminda Alahakoon; Milos Manic (IECON, 2023)

Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI. - Gihan Gamage; Sachin Kahawala; Nishan Mills; Daswin De Silva; Milos Manic; Damminda Alahakoon; Andrew Jennings (ISIE, 2023)

A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence. - Lakshitha Gunasekara; Harsha Moraliyage; Daswin De Silva; Nishan Mills; Damminda Alahakoon; Andrew Jennings; Milos Manic (ISIE, 2023)

Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions. - Harsha Moraliyage; Dilantha Haputhanthri; Chamod Samarajeewa; Nishan Mills; Daswin De Silva; Milos Manic; Andrew Jennings (ISIE, 2023)

An Explainable Artificial Intelligence Approach for Force Estimation from Surface-EMG sing the Element Description Method. - Daiki Sodenaga; Issei Takeuchi; Daswin De Silva; Seiichiro Katsura (ISIE, 2023)

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)

Causal Reasoning in Large Language Models using Causal Graph Retrieval Augmented Generation. - Chamod Samarajeewa; Daswin De Silva; Evgeny Osipov; Damminda Alahakoon; Milos Manic (HSI, 2024)

Multi-Agent RAG Chatbot Architecture for Decision Support in Net-Zero Emission Energy Systems. - Gihan Gamage; Nishan Mills; Daswin De Silva; Milos Manic; Harsha Moraliyage; Andrew Jennings; Damminda Alahakoon (ICIT, 2024)

Addressing the Productivity Paradox in Healthcare with Retrieval Augmented Generative AI Chatbots. - Sajani Ranasinghe; Daswin De Silva; Nishan Mills; Damminda Alahakoon; Milos Manic; Yen Lim; Weranja Ranasinghe (ICIT, 2024)

WalkIES robotic walker and brief description of standard and robotic walkers. - Larisa Dunai 001; Isabel Seguí-Verdú; Alin Tisan; Hipólito Guzmán-Miranda; Victor Huang; Cheng-Jen Allen Chen; Daswin De Silva; Stamatis Karnouskos; Daisuke Chugo; Valeriy Vyatkin (IECON, 2024)

Structuring a Model to Estimate Human Joint Motion from Surface-Electromyography. - Daiki Sodenaga; Kosuke Shikata; Issei Takeuchi; Daswin De Silva; Seiichiro Katsura (IECON, 2024)

Prediction of Fingertip Force Based on the Muscle Characteristics Using Element Description Method. - Daiki Sodenaga; Issei Takeuchi; Daswin De Silva; Seiichiro Katsura (ISIE, 2024)

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)

Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings. - Vidura Sumanasena; Heshan Fernando; Daswin De Silva; Beniel Thileepan; Amila Pasan; Jayathu Samarawickrama; Evgeny Osipov; Damminda Alahakoon (Sensors, 2024)

Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. - Evgeny Osipov; Sachin Kahawala; Dilantha Haputhanthri; Thimal Kempitiya; Daswin De Silva; Damminda Alahakoon; Denis Kleyko (IEEE Trans. Neural Networks Learn. Syst., 2024)

The Human-Centred Design of a Universal Module for Artificial Intelligence Literacy in Tertiary Education Institutions. - Daswin De Silva; Shalinka Jayatilleke; Mona El-Ayoubi; Zafar Issadeen; Harsha Moraliyage; Nishan Mills (Mach. Learn. Knowl. Extr., 2024)

Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis. - Gihan Gamage; Daswin De Silva; Nishan Mills; Damminda Alahakoon; Milos Manic (J. Big Data, 2024)

Implementing Holographic Reduced Representations for Spiking Neural Networks. - Vidura Sumanasena; Daswin De Silva; Evgeny Osipov; Dmitri A. Rachkovskij; Ross W. Gayler (IEEE Access, 2025)

Robotic Motion Intelligence Using Vector Symbolic Architectures and Blockchain-Based Smart Contracts. - Daswin De Silva; Sudheera Withanage; Vidura Sumanasena; Lakshitha Gunasekara; Harsha Moraliyage; Nishan Mills; Milos Manic (Robotics, 2025)

Limitations of risk-based artificial intelligence regulation: a structuration theory approach. - Lily Ballot Jones; Julia Thornton; Daswin De Silva (Discov. Artif. Intell., 2025)