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Daswin De Silva
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2020 – today
- 2024
- [j37]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): 33 (2024) - [j36]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): 93 (2024) - [j35]Daswin De Silva
, Shalinka Jayatilleke
The Human-Centred Design of a Universal Module for Artificial Intelligence Literacy in Tertiary Education Institutions. Mach. Learn. Knowl. Extr. 6(2): 1114-1125 (2024) - [j34]Vidura Sumanasena, Heshan Fernando, Daswin De Silva
Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings. Sensors 24(1): 185 (2024) - [j33]Evgeny Osipov
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6583-6597 (2024) - [c43]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: 1-6 - [c42]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: 1-6 - [c41]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: 1-6 - [c40]Daiki Sodenaga, Issei Takeuchi, Daswin De Silva, Seiichiro Katsura:
Prediction of Fingertip Force Based on the Muscle Characteristics Using Element Description Method. ISIE 2024: 1-6 - 2023
- [j32]Damminda Alahakoon, Rashmika Nawaratne, Yan Xu
Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities. Inf. Syst. Frontiers 25(1): 221-240 (2023) - [c39]Daswin De Silva, Nishan Mills, Mona El-Ayoubi
ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots. ICIT 2023: 1-6 - [c38]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: 1-4 - [c37]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: 1-6 - [c36]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: 1-6 - [c35]Harsha Moraliyage, Dilantha Haputhanthri
Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions. ISIE 2023: 1-7 - [c34]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: 1-6 - 2022
- [j31]Harsha Moraliyage
Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning. IEEE Access 10: 56044-56056 (2022) - [j30]Achini Adikari
Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare. Future Gener. Comput. Syst. 126: 318-329 (2022) - [j29]Sadil Chamishka, Ishara Madhavi, Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling. Multim. Tools Appl. 81(24): 35173-35194 (2022) - [j28]Daswin De Silva
An artificial intelligence life cycle: From conception to production. Patterns 3(6): 100489 (2022) - [j27]Prabod Rathnayaka
A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors 22(10): 3653 (2022) - [j26]Harsha Moraliyage
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. Sensors 22(23): 9503 (2022) - [c33]Gihan Gamage
A BERT-based Idiom Detection Model. HSI 2022: 1-5 - [c32]Thimal Kempitiya, Daswin De Silva, Ebonie Rio, Richard Skarbez, Damminda Alahakoon:
Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming. HSI 2022: 1-6 - [c31]Nishan Mills, Prabod Rathnayaka, Harsha Moraliyage
Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions. HSI 2022: 1-7 - [c30]Harsha Moraliyage
Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. HSI 2022: 1-8 - [c29]Harsha Moraliyage
UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting. HSI 2022: 1-8 - [c28]Kirishnni Prabagar, Kogul Srikandabala, Nilaan Loganathan, Daswin De Silva, Gihan Gamage
Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence. HSI 2022: 1-6 - [c27]Sajani Ranasinghe
An Artificial Intelligence Framework for the Detection of Emotion Transitions in Telehealth Services. HSI 2022: 1-5 - [c26]Prabod Rathnayaka, Harsha Moraliyage
Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series. HSI 2022: 1-5 - [c25]Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic:
Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. HSI 2022: 1-5 - [c24]Dilantha Haputhanthri
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN 2022: 1-6 - [c23]Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN 2022: 1-7 - 2021
- [j25]Vivek Christopher, Tharmasanthiran Aathman
Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things. IEEE Access 9: 126646-126657 (2021) - [j24]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) - [j23]Achini Adikari
A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web. Future Gener. Comput. Syst. 116: 302-315 (2021) - [j22]Achini Adikari
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): 100022 (2021) - [j21]Pawara Gunawardena, Oshada Amila, Heshan Sudarshana, Rashmika Nawaratne, Ashish Kr. Luhach
Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps. J. Real Time Image Process. 18(5): 1457-1475 (2021) - [j20]Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva:
Unsupervised skill transfer learning for autonomous robots using distributed Growing Self Organizing Maps. Robotics Auton. Syst. 144: 103835 (2021) - [j19]Rashmika Nawaratne
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. IEEE Trans. Ind. Informatics 17(7): 4872-4881 (2021) - [c22]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: 1-6 - [c21]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: 363-375 - [i4]Thimal Kempitiya, Seppo A. 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 abs/2104.01865 (2021) - [i3]Daswin De Silva, Damminda Alahakoon:
An Artificial Intelligence Life Cycle: From Conception to Production. CoRR abs/2108.13861 (2021) - [i2]Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko:
HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR abs/2110.08343 (2021) - 2020
- [j18]Nishan Mills
Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams. IEEE Internet Things J. 7(5): 4395-4402 (2020) - [j17]Rashmika Nawaratne, Achini Adikari
Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps. Multim. Tools Appl. 79(23-24): 16299-16317 (2020) - [j16]Tharindu R. Bandaragoda, Achini Adikari
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. 32(20): 16057-16071 (2020) - [j15]Rashmika Nawaratne
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance. IEEE Trans. Ind. Informatics 16(1): 393-402 (2020) - [j14]Rashmika Nawaratne
Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition. IEEE Trans. Ind. Informatics 16(12): 7756-7764 (2020) - [c20]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: 929-936 - [c19]Piyumini Wijenayake, Daswin De Silva, Damminda Alahakoon, Saliya Kirigeeganage:
Automated Detection of Social Roles in Online Communities using Deep Learning. ICSIM 2020: 63-68
2010 – 2019
- 2019
- [j13]Madhura Jayaratne
A data integration platform for patient-centered e-healthcare and clinical decision support. Future Gener. Comput. Syst. 92: 996-1008 (2019) - [j12]Madhura Jayaratne
Unsupervised Machine Learning Based Scalable Fusion for Active Perception. IEEE Trans Autom. Sci. Eng. 16(4): 1653-1663 (2019) - [j11]Daswin De Silva, Zhibo Pang
Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics. IEEE Trans. Ind. Informatics 15(6): 3690-3692 (2019) - [j10]Dinithi Nallaperuma
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. 20(12): 4679-4690 (2019) - [c18]Denis Kleyko
Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing. Ershov Informatics Conference 2019: 64-79 - [c17]Denis Kleyko
Integer Self-Organizing Maps for Digital Hardware. IJCNN 2019: 1-8 - [c16]Achini Adikari
A Cognitive Model for Emotion Awareness in Industrial Chatbots. INDIN 2019: 183-186 - [c15]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. INDIN 2019: 270-273 - [c14]Tharindu R. Bandaragoda, Daswin De Silva, Denis Kleyko
Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing. ITSC 2019: 1664-1670 - 2018
- [j9]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) - [j8]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) - [j7]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: 421-432 (2018) - [j6]Tharindu Rukshan Bandaragoda
Text Mining for Personalized Knowledge Extraction From Online Support Groups. J. Assoc. Inf. Sci. Technol. 69(12): 1446-1459 (2018) - [c13]Madhura Jayaratne
Bio-Inspired Multisensory Fusion for Autonomous Robots. IECON 2018: 3090-3095 - [c12]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: 3120-3125 - [i1]Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon:
Automatic event detection in microblogs using incremental machine learning. CoRR abs/1811.05757 (2018) - 2017
- [j5]Dinithi Nallaperuma, Daswin De Silva:
A Participatory Model for Multi-Document Health Information Summarisation. Australas. J. Inf. Syst. 21 (2017) - [j4]Daswin De Silva, Frada Burstein, Douglas R. Vogel:
Editorial - Participatory Health Information Systems: Theory and Applications. Australas. J. Inf. Syst. 21 (2017) - [j3]Tharindu R. Bandaragoda
Automatic event detection in microblogs using incremental machine learning. J. Assoc. Inf. Sci. Technol. 68(10): 2394-2411 (2017) - [c11]Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
A cognitive data stream mining technique for context-aware IoT systems. IECON 2017: 4777-4782 - [c10]Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari
Incremental knowledge acquisition and self-learning for autonomous video surveillance. IECON 2017: 4790-4795 - [c9]Madhura Jayaratne
Apache spark based distributed self-organizing map algorithm for sensor data analysis. IECON 2017: 8343-8349 - 2016
- [c8]Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
A data fusion technique for smart home energy management and analysis. IECON 2016: 4594-4600 - [c7]Nilupulee Nathawitharana, Damminda Alahakoon, Daswin De Silva:
Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering. IJCNN 2016: 2662-2671 - 2015
- [j2]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) - 2013
- [c6]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: 117 - [c5]Arya Prakasa, Daswin De Silva:
Development of User Warrant Ontology for Improving Online Health Information Provision. ACIS 2013: 120 - [c4]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: 755-758 - [c3]Frada Burstein
Multivariate Data-Driven Decision Guidance for clinical scientists. ICDE Workshops 2013: 193-199 - 2012
- [c2]Daswin De Silva, Frada Burstein, Julie Fisher:
Supporting Personalised Content Management in Smart Health Information Portals. ACIS 2012 - 2011
- [j1]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): 399-407 (2011) - 2010
- [c1]Daswin De Silva, Damminda Alahakoon:
Incremental knowledge acquisition and self learning from text. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [p1]Daswin De Silva, Damminda Alahakoon, Shyamali Dharmage
Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning. Foundations of Computational Intelligence (1) 2009: 281-305
Coauthor Index
[j36] [j34] [j33] [c43] [c42] [c41] [j32] [c39] [c38] [c37] [c36] [j31] [j30] [j29] [j28] [j27] [j26] [c33] [c32] [c30] [c28] [c24] [c23] [j25] [j24] [j23] [j22] [j21] [j20] [c22] [c21] [i4] [i3] [i2] [j18] [j17] [j16] [j15] [j14] [c20] [c19] [j13] [j12] [j10] [c18] [c17] [c16] [c15] [c14] [j9] [j8] [j7] [j6] [c13] [c12] [i1] [j3] [c11] [c10] [c9] [c8] [c7] [j1] [c1] [p1]
Tharindu R. Bandaragoda
aka: Tharindu Rukshan Bandaragoda
aka: Tharindu Rukshan Bandaragoda
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last updated on 2024-10-07 21:19 CEST by the dblp team
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