Daswin De Silva

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 76

Top Topics

Unsupervised Learning

Activity Recognition

Machine Learning

Top Venues

Australas. J. Inf. Syst.

Publications

Nishan Mills, Zafar Issadeen, Amali Matharaarachchi, Tharindu R. Bandaragoda, Daswin De Silva, Andrew Jennings, Milos Manic
A cloud-based architecture for explainable Big Data analytics using self-structuring Artificial Intelligence. Discov. Artif. Intell. 4 (1) (2024)
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Vidura Sumanasena, Heshan Fernando, Daswin De Silva, Beniel Thileepan, Amila Pasan, Jayathu Samarawickrama, Evgeny Osipov, Damminda Alahakoon
Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings. Sensors 24 (1) (2024)
Chamod Samarajeewa, Daswin De Silva, Evgeny Osipov, Damminda Alahakoon, Milos Manic
Causal Reasoning in Large Language Models using Causal Graph Retrieval Augmented Generation. HSI (2024)
Sajani Ranasinghe, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic, Yen Lim, Weranja Ranasinghe
Addressing the Productivity Paradox in Healthcare with Retrieval Augmented Generative AI Chatbots. ICIT (2024)
Gihan Gamage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis. J. Big Data 11 (1) (2024)
Gihan Gamage, Nishan Mills, Daswin De Silva, Milos Manic, Harsha Moraliyage, Andrew Jennings, Damminda Alahakoon
Multi-Agent RAG Chatbot Architecture for Decision Support in Net-Zero Emission Energy Systems. ICIT (2024)
Daswin De Silva, Shalinka Jayatilleke, Mona El-Ayoubi, Zafar Issadeen, Harsha Moraliyage, Nishan Mills
The Human-Centred Design of a Universal Module for Artificial Intelligence Literacy in Tertiary Education Institutions. Mach. Learn. Knowl. Extr. 6 (2) (2024)
Daiki Sodenaga, Issei Takeuchi, Daswin De Silva, Seiichiro Katsura
Prediction of Fingertip Force Based on the Muscle Characteristics Using Element Description Method. ISIE (2024)
Daiki Sodenaga, Issei Takeuchi, Daswin De Silva, Seiichiro Katsura
An Explainable Artificial Intelligence Approach for Force Estimation from Surface-EMG sing the Element Description Method. ISIE (2023)
Lakshitha Gunasekara, Harsha Moraliyage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Andrew Jennings, Milos Manic
A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence. ISIE (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)
Gihan Gamage, Sachin Kahawala, Nishan Mills, Daswin De Silva, Milos Manic, Damminda Alahakoon, Andrew Jennings
Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI. ISIE (2023)
Harsha Moraliyage, Dilantha Haputhanthri, Chamod Samarajeewa, Nishan Mills, Daswin De Silva, Milos Manic, Andrew Jennings
Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions. ISIE (2023)
Daswin De Silva, Nishan Mills, Mona El-Ayoubi, Milos Manic, Damminda Alahakoon
ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots. ICIT (2023)
Prabod Rathnayaka, Gihan Gamage, Daswin De Silva, Damminda Alahakoon, Milos Manic
EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion. IECON (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)
Sajani Ranasinghe, Gihan Gamage, Harsha Moraliyage, Nishan Mills, Nikki McCaffrey, Jessica Bucholc, Katherine Lane, Angela Cahill, Victoria White, Daswin De Silva
An Artificial Intelligence Framework for the Detection of Emotion Transitions in Telehealth Services. HSI (2022)
Prabod Rathnayaka, Nishan Mills, Donna Burnett, Daswin De Silva, Damminda Alahakoon, Richard Gray
A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors 22 (10) (2022)
Harsha Moraliyage, Nishan Mills, Prabod Rathnayake, Daswin De Silva, Andrew Jennings
UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting. HSI (2022)
Daswin De Silva, Damminda Alahakoon
An artificial intelligence life cycle: From conception to production. Patterns 3 (6) (2022)
Thimal Kempitiya, Daswin De Silva, Ebonie Rio, Richard Skarbez, Damminda Alahakoon
Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming. 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)
Gihan Gamage, Daswin De Silva, Achini Adikari, Damminda Alahakoon
A BERT-based Idiom Detection Model. HSI (2022)
Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva, Nishan Mills, Prabod Rathnayaka, Su Nguyen, Damminda Alahakoon, Andrew Jennings
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. Sensors 22 (23) (2022)
Nishan Mills, Prabod Rathnayaka, Harsha Moraliyage, Daswin De Silva, Andrew Jennings
Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions. HSI (2022)
Kirishnni Prabagar, Kogul Srikandabala, Nilaan Loganathan, Daswin De Silva, Gihan Gamage, Prabod Rathnayaka, Amal Shehan Perera, Damminda Alahakoon
Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence. HSI (2022)
Prabod Rathnayaka, Harsha Moraliyage, Nishan Mills, Daswin De Silva, Andrew Jennings
Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series. HSI (2022)
Achini Adikari, Daswin De Silva, Harsha Moraliyage, Damminda Alahakoon, Jiahui Wong, Mathew Gancarz, Suja Chackochan, Bomi Park, Rachel Heo, Yvonne Leung
Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare. Future Gener. Comput. Syst. 126 (2022)
Harsha Moraliyage, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon
Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. HSI (2022)
Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN (2022)
Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN (2022)
Achini Adikari, Gihan Gamage, Daswin De Silva, Nishan Mills, Sze-Meng Jojo Wong, Damminda Alahakoon
A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web. Future Gener. Comput. Syst. 116 (2021)
Thimal Kempitiya, Seppo Sierla, Daswin De Silva, Matti Yli-Ojanperä, Damminda Alahakoon, Valeriy Vyatkin
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. CoRR (2021)
Achini Adikari, Donna Burnett, Darshana Sedera, Daswin De Silva, Damminda Alahakoon
Value co-creation for open innovation: An evidence-based study of the data driven paradigm of social media using machine learning. Int. J. Inf. Manag. Data Insights 1 (2) (2021)
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)
Donna Burnett, Nicole El-Haber, Damminda Alahakoon, Stamatis Karnouskos, Daswin De Silva
Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation. SOHOMA (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)
Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva
Unsupervised skill transfer learning for autonomous robots using distributed Growing Self Organizing Maps. Robotics Auton. Syst. 144 (2021)
Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu
Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. IECON (2021)
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR (2021)
Dinithi Jayaratne, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
Continuous detection of concept drift in industrial cyber-physical systems using closed loop incremental machine learning. Discov. Artif. Intell. 1 (1) (2021)
Daswin De Silva, Damminda Alahakoon
An Artificial Intelligence Life Cycle: From Conception to Production. CoRR (2021)
Piyumini Wijenayake, Daswin De Silva, Damminda Alahakoon, Saliya Kirigeeganage
Automated Detection of Social Roles in Online Communities using Deep Learning. ICSIM (2020)
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)
Nishan Mills, Daswin De Silva, Damminda Alahakoon
Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams. IEEE Internet Things J. 7 (5) (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)
Achini Adikari, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
A Cognitive Model for Emotion Awareness in Industrial Chatbots. INDIN (2019)
Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. INDIN (2019)
Madhura Jayaratne, Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Brian Devitt, Kate E. Webster, Naveen K. Chilamkurti
A data integration platform for patient-centered e-healthcare and clinical decision support. Future Gener. Comput. Syst. 92 (2019)
Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Valeriy Vyatkin, Damminda Alahakoon
Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing. Ershov Informatics Conference (2019)
Daswin De Silva, Zhibo Pang, Evgeny Osipov, Valeriy Vyatkin
Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics. IEEE Trans. Ind. Informatics 15 (6) (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)
Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Damminda Alahakoon
Integer Self-Organizing Maps for Digital Hardware. IJCNN (2019)
Madhura Jayaratne, Daswin De Silva, Damminda Alahakoon
Unsupervised Machine Learning Based Scalable Fusion for Active Perception. IEEE Trans Autom. Sci. Eng. 16 (4) (2019)
Tharindu R. Bandaragoda, Daswin De Silva, Denis Kleyko, Evgeny Osipov, Urban Wiklund, Damminda Alahakoon
Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing. ITSC (2019)
Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles. IECON (2018)
Daswin De Silva, Susan E. Bedingfield, Damminda Alahakoon
Preface to the Special Section on Recent Advances in Social Media. Australas. J. Inf. Syst. 22 (2018)
Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon, Weranja Ranasinghe, Damien Bolton
Text Mining for Personalized Knowledge Extraction From Online Support Groups. J. Assoc. Inf. Sci. Technol. 69 (12) (2018)
Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon
Automatic event detection in microblogs using incremental machine learning. CoRR (2018)
Yujie Wang, Damminda Alahakoon, Daswin De Silva
An Extended Cognitive Situation Model for Capturing Subjective Dynamics of Events from Social Media. Australas. J. Inf. Syst. 22 (2018)
Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
Bio-Inspired Multisensory Fusion for Autonomous Robots. IECON (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)
Tharindu R. Bandaragoda, Daswin De Silva, Damminda Alahakoon
Automatic event detection in microblogs using incremental machine learning. J. Assoc. Inf. Sci. Technol. 68 (10) (2017)
Dinithi Nallaperuma, Daswin De Silva
A Participatory Model for Multi-Document Health Information Summarisation. Australas. J. Inf. Syst. 21 (2017)
Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
A cognitive data stream mining technique for context-aware IoT systems. IECON (2017)
Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
Apache spark based distributed self-organizing map algorithm for sensor data analysis. IECON (2017)
Daswin De Silva, Frada Burstein, Douglas R. Vogel
Editorial - Participatory Health Information Systems: Theory and Applications. Australas. J. Inf. Syst. 21 (2017)
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)
Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
A data fusion technique for smart home energy management and analysis. IECON (2016)
Nilupulee Nathawitharana, Damminda Alahakoon, Daswin De Silva
Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering. IJCNN (2016)
Daswin De Silva, Frada Burstein, Herbert F. Jelinek, Andrew Stranieri
Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case. Australas. J. Inf. Syst. 19 (2015)
Daswin De Silva, Frada Burstein, Andrew Stranieri, Katrina Williams, Nicole Rinehart
A Participatory Information Management Framework for Patient Centred Care of Autism Spectrum Disorder. ACIS (2013)
Frada Burstein, Daswin De Silva, Herbert F. Jelinek, Andrew Stranieri
Multivariate Data-Driven Decision Guidance for clinical scientists. ICDE Workshops (2013)
Herbert F. Jelinek, Daswin De Silva, Frada Burstein, Andrew Stranieri, Kinda Khalaf, Ahsan H. Khandoker, Hayder Al-Aubaidy
Association of Ankle Brachial Pressure Index with Heart Rate Variability in a Rural Screening Clinic. CinC (2013)
Arya Prakasa, Daswin De Silva
Development of User Warrant Ontology for Improving Online Health Information Provision. ACIS (2013)
Daswin De Silva, Frada Burstein, Julie Fisher
Supporting Personalised Content Management in Smart Health Information Portals. ACIS (2012)
Daswin De Silva, Daswin Yu, Damminda Alahakoon, Grahame Holmes
A Data Mining Framework for Electricity Consumption Analysis From Meter Data. IEEE Trans. Ind. Informatics 7 (3) (2011)
Daswin De Silva, Damminda Alahakoon
Incremental knowledge acquisition and self learning from text. IJCNN (2010)