Daswin De Silva

According to our database1, Daswin De Silva authored at least 73 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings.
Sensors, 2024

2023
Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities.
Inf. Syst. Frontiers, February, 2023

An Explainable Artificial Intelligence Approach for Force Estimation from Surface-EMG sing the Element Description Method.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots.
Proceedings of the IEEE International Conference on Industrial Technology, 2023

2022
A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring.
Sensors, 2022

A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions.
Sensors, 2022

An artificial intelligence life cycle: From conception to production.
Patterns, 2022

A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling.
Multim. Tools Appl., 2022

Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare.
Future Gener. Comput. Syst., 2022

Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning.
IEEE Access, 2022

Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022

Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation.
Proceedings of the 15th International Conference on Human System Interaction, 2022

Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series.
Proceedings of the 15th International Conference on Human System Interaction, 2022

An Artificial Intelligence Framework for the Detection of Emotion Transitions in Telehealth Services.
Proceedings of the 15th International Conference on Human System Interaction, 2022

Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence.
Proceedings of the 15th International Conference on Human System Interaction, 2022

UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting.
Proceedings of the 15th International Conference on Human System Interaction, 2022

Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing.
Proceedings of the 15th International Conference on Human System Interaction, 2022

Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions.
Proceedings of the 15th International Conference on Human System Interaction, 2022

Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming.
Proceedings of the 15th International Conference on Human System Interaction, 2022

A BERT-based Idiom Detection Model.
Proceedings of the 15th International Conference on Human System Interaction, 2022

2021
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities.
IEEE Trans. Ind. Informatics, 2021

Unsupervised skill transfer learning for autonomous robots using distributed Growing Self Organizing Maps.
Robotics Auton. Syst., 2021

Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps.
J. Real Time Image Process., 2021

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, 2021

A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web.
Future Gener. Comput. Syst., 2021

HyperSeed: Unsupervised Learning with Vector Symbolic Architectures.
CoRR, 2021

An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets.
CoRR, 2021

Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things.
IEEE Access, 2021

Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation.
Proceedings of the Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, 2021

Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications.
Proceedings of the IECON 2021, 2021

2020
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance.
IEEE Trans. Ind. Informatics, 2020

Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition.
IEEE Trans. Ind. Informatics, 2020

Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making.
Neural Comput. Appl., 2020

Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps.
Multim. Tools Appl., 2020

Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams.
IEEE Internet Things J., 2020

Automated Detection of Social Roles in Online Communities using Deep Learning.
Proceedings of the ICSIM '20: The 3rd International Conference on Software Engineering and Information Management, 2020

A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management.
IEEE Trans. Intell. Transp. Syst., 2019

Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics.
IEEE Trans. Ind. Informatics, 2019

Unsupervised Machine Learning Based Scalable Fusion for Active Perception.
IEEE Trans Autom. Sci. Eng., 2019

A data integration platform for patient-centered e-healthcare and clinical decision support.
Future Gener. Comput. Syst., 2019

Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

A Cognitive Model for Emotion Awareness in Industrial Chatbots.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Integer Self-Organizing Maps for Digital Hardware.
Proceedings of the International Joint Conference on Neural Networks, 2019

Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing.
Proceedings of the Perspectives of System Informatics, 2019

2018
Text Mining for Personalized Knowledge Extraction From Online Support Groups.
J. Assoc. Inf. Sci. Technol., 2018

Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments.
Future Gener. Comput. Syst., 2018

An Extended Cognitive Situation Model for Capturing Subjective Dynamics of Events from Social Media.
Australas. J. Inf. Syst., 2018

Preface to the Special Section on Recent Advances in Social Media.
Australas. J. Inf. Syst., 2018

Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles.
Proceedings of the IECON 2018, 2018

Bio-Inspired Multisensory Fusion for Autonomous Robots.
Proceedings of the IECON 2018, 2018

2017
Automatic event detection in microblogs using incremental machine learning.
J. Assoc. Inf. Sci. Technol., 2017

Editorial - Participatory Health Information Systems: Theory and Applications.
Australas. J. Inf. Syst., 2017

A Participatory Model for Multi-Document Health Information Summarisation.
Australas. J. Inf. Syst., 2017

Incremental knowledge acquisition and self-learning for autonomous video surveillance.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

A cognitive data stream mining technique for context-aware IoT systems.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Apache spark based distributed self-organizing map algorithm for sensor data analysis.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2016
Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A data fusion technique for smart home energy management and analysis.
Proceedings of the IECON 2016, 2016

2015
Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case.
Australas. J. Inf. Syst., 2015

2013
Multivariate Data-Driven Decision Guidance for clinical scientists.
Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Association of Ankle Brachial Pressure Index with Heart Rate Variability in a Rural Screening Clinic.
Proceedings of the Computing in Cardiology, 2013

A Participatory Information Management Framework for Patient Centred Care of Autism Spectrum Disorder.
Proceedings of the Australasian Conference on Information Systems, 2013

Development of User Warrant Ontology for Improving Online Health Information Provision.
Proceedings of the Australasian Conference on Information Systems, 2013

2011
A Data Mining Framework for Electricity Consumption Analysis From Meter Data.
IEEE Trans. Ind. Informatics, 2011

2010
Incremental knowledge acquisition and self learning from text.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning.
Proceedings of the Foundations of Computational Intelligence, 2009


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