Daswin De Silva

According to our database1, Daswin De Silva authored at least 44 papers between 2009 and 2022.

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

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

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

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

An Artificial Intelligence Life Cycle: From Conception to Production.
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

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

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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