selected publications
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academic article
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Jayaratne MJayaratne DSDe Silva DAlahakoon LDDDevitt BMWebster KEChilamkurti NK. A data integration platform for patient-centered e-healthcare and clinical decision support.
Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications.
92:996-1008.
2019
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Carey LWalsh AAdikari AGoodin PAlahakoon LDDDe Silva DOng K-LNilsson MBoyd L. Finding the intersection of neuroplasticity, stroke recovery, and learning: scope and contributions to stroke rehabilitation.
Neural Plasticity.
2019:1-15.
2019
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Nawaratne RAlahakoon DDe Silva DYu X. Spatiotemporal Anomaly Detection using Deep Learning for Real-time Video Surveillance.
IEEE Transactions on Industrial Informatics.
2019
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Jayaratne KMde Silva DAlahakoon D. Unsupervised machine learning based scalable fusion for active perception.
IEEE Transactions on Automation Science and Engineering.
16.
2019
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Wang YAlahakoon LDDDe Silva D. An Extended Cognitive Situation Model for Capturing Subjective Dynamics of Events from Social Media.
Australasian Journal of Information Systems.
22.
2018
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De Silva DRanasinghe WBandaragoda TAdikari AMills NIddamalgoda LAlahakoon LDDLawrentschuk NPersad ROsipov EGray RBolton D. Machine learning to support social media empowered patients in cancer care and cancer treatment decisions.
PLoS ONE.
13.
2018
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Ranasinghe WDe Silva DBandaragoda TAdikari AAlahakoon LDDPersad RLawrentschuk NBolton D. Robotic-assisted vs. open radical prostatectomy: A machine learning framework for intelligent analysis of patient-reported outcomes from online cancer support groups.
Urologic Oncology: seminars and original investigations.
36.
2018
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Nawaratne BUNawaratne BKUAlahakoon LDDe Silva DChhetri PChilamkurti N. Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments.
Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications.
86:421-432.
2018
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Bandaragoda TRDe Silva DAlahakoon DRanasinghe WBolton D. Text Mining for Personalized Knowledge Extraction From Online Support Groups.
Journal of the Association for Information Science and Technology.
69:1446-1459.
2018
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Bandaragoda TRanasinghe WAdikari Ade Silva DLawrentschuk NAlahakoon DPersad RBolton D. The Patient-Reported Information Multidimensional Exploration (PRIME) Framework for Investigating Emotions and Other Factors of Prostate Cancer Patients with Low Intermediate Risk Based on Online Cancer Support Group Discussions.
Annals of Surgical Oncology.
25:1737-1745.
2018
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Kingsley MICNawaratne BO'Halloran PDMontoye AHKAlahakoon LDe Silva DStaley KNicholson M. Wrist-specific accelerometry methods for estimating free-living physical activity.
Journal of Science and Medicine in Sport.
22.
2018
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Jayaratne DSDe Silva D. A participatory model for multi-document health information summarisation.
Australasian Journal of Information Systems.
21.
2017
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Bandaragoda TRDe Silva DAlahakoon LDD. Automatic event detection in microblogs using incremental machine learning.
Journal of the Association for Information Science and Technology.
68:2394-2411.
2017
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De Silva DBurstein FJelinek HFStranieri A. Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case.
Australasian Journal of Information Systems.
19:S99-S115.
2015
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Sewell JRanasinghe WDe Silva DAyres BRanasinghe THounsome LVerne JPersad R. Trends in penile cancer: a comparative study between Australia, England and Wales, and the US.
SpringerPlus.
4:1-7.
2015
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De Silva DBurstein F. An intelligent content discovery technique for health portal content management.
JMIR Medical Informatics.
2:e7-e7.
2014
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Ranasinghe WKBDe Silva DDe Silva MVCRanasinghe TIJLawrentschuk NBolton DPersad R. Incidence of bladder cancer in Sri Lanka: analysis of the cancer registry data and review of the incidence of bladder cancer in the South Asian population.
Korean Journal of Urology.
53:304-309.
2012
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De Silva DYu XAlahakoon DHolmes G. A data mining framework for electricity consumption analysis from meter data.
IEEE Transactions on Industrial Informatics.
7:399-407.
2011
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De Silva DAMYamao M. Effects of the tsunami on fisheries and coastal livelihood: a case study of tsunami-ravaged southern Sri Lanka.
Disasters: the journal of disaster studies, policy and management.
31:386-404.
2007
Full text if available
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Jayaratne MJayaratne DSDe Silva DAlahakoon LDDDevitt BMWebster KEChilamkurti NK. A data integration platform for patient-centered e-healthcare and clinical decision support.
Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications.
92:996-1008.
2019
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chapter
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Ong K-LDe Silva DBoo YLLim EHBodi FAlahakoon DLeao S. Big data applications in engineering and science.
315-351.
2016
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De Silva DAlahakoon DDharmage S. Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning.
Studies in Computational Intelligence.
281-305.
2009
Full text if available
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Ong K-LDe Silva DBoo YLLim EHBodi FAlahakoon DLeao S. Big data applications in engineering and science.
315-351.
2016
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comment
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Ranasinghe WDe Silva DBandaragoda TAdikari ALawrentschuk NAlahakoon LDDPersad RBolton D. ASO Author Reflections: Enabling Optimised Delivery of Patient-Centred Cancer Care Using Artificial Intelligence and Data Analytics.
Annals of Surgical Oncology.
2018
Full text if available
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Ranasinghe WDe Silva DBandaragoda TAdikari ALawrentschuk NAlahakoon LDDPersad RBolton D. ASO Author Reflections: Enabling Optimised Delivery of Patient-Centred Cancer Care Using Artificial Intelligence and Data Analytics.
Annals of Surgical Oncology.
2018
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conference paper
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Kleyko DOsipov EDe Silva DWiklund UAlahakoon LD. Integer self-organizing maps for digital hardware.
Proceedings of the International Joint Conference on Neural Networks.
2019
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Ranasinghe Wde Silva DBandaragoda TAdikari ABolton DLawrentschuk NAlahakoon DPersad R. THE PRIME FRAMEWORK FOR INVESTIGATING EMOTIONS AND OTHER PATIENT FACTORS IN LOW-INTERMEDIATE RISK PROSTATE CANCER PATIENTS BASED ON ONLINE CANCER SUPPORT GROUP DISCUSSIONS.
Journal of Urology.
E133-E133.
2018
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Ranasinghe WDe Silva DBandaragoda TAdikari ABolton DAlahakoon DPersad RLawrentschuk N. Robotic-assisted laparoscopic prostatectomy vs open radical prostatectomy: the "real life" patient reported outcomes.
BJU International.
55-55.
2018
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Jayaratne KMMAlahakoon LDDDe Silva DYu X. Bio-Inspired Multisensory Fusion for Autonomous Robots.
Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society.
3090-3095.
2018
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Jayaratne DSDe Silva DAlahakoon LDDYu X. Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles.
IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society.
3120-3125.
2018
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Nawaratne RBandaragoda TAdikari AAlahakoon DDe Silva DYu X. Incremental knowledge acquisition and self-learning for autonomous video surveillance.
IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.
4790-4795.
2017
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Jayaratne DSDe Silva DAlahakoon LDDYu X. A cognitive data stream mining technique for context-aware IoT systems.
IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.
4777-4782.
2017
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Jayaratne KMMAlahakoon LDDDe Silva DYu X. Apache spark based distributed self-organizing map algorithm for sensor data analysis.
IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.
8343-8349.
2017
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De Silva DAlahakoon D. A data fusion technique for smart home energy management and analysis.
IECON Proceedings (Industrial Electronics Conference).
4594-4600.
2016
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De Silva DAlahakoon DYu X. A Data Fusion Technique for Smart Home Energy Management and Analysis.
PROCEEDINGS OF THE IECON 2016 - 42ND ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY.
4588-4594.
2016
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Nathawitharana NAlahakoon DDe Silva D. Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering.
Proceedings of International Joint Conference on Neural Networks.
2662-2671.
2016
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De Silva DBurstein FStranieri AWilliams KRinehart N. A participatory information management framework for patient centred care of autism spectrum disorder.
24th Australasian Conference on Information Systems (ACIS).
1-11.
2013
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Jelinek HFDe Silva DBurstein FStranieri AKhalaf KKhandoker AAl-Aubaidy H. Association of ankle brachial pressure index with heart rate variability in a rural screening clinic.
Computers in Cardiology.
755-758.
2013
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Prakasa ADe Silva D. Development of user warrant ontology for improving online health information provision.
24th Australasian Conference on Information Systems (ACIS).
1-12.
2013
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Burstein FDe Silva DJelinek HFStranieri A. Multivariate Data-Driven Decision Guidance for clinical scientists.
Proceedings - International Conference on Data Engineering.
193-199.
2013
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De Silva DBurstein F. Reaching the masses and sceptics: Role of smart health information portals in holistic medicine.
Third International Conference on Holistic Medicine ICHM-2012 (Kshanika Hirimburegama, Sunimal Senaratne, Rohan W Jayasekara, Sabu Thomas, Tony Sahama, Andrew Stranieri 17 November 2012 to 18 November 2012).
29-35.
2012
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De Silva DBurstein FFisher J. Supporting personalised content management in smart health information portals.
ACIS 2012: Proceedings of the 23rd Australasian Conference on Information Systems 2012.
1-11.
2012
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Wickramasinghe LKAlahakoon DGeorgeff MSchattner PDe Silva DAlahakoon OAdaji AJones KPiterman AL. Chronic disease management: a business intelligence perspective.
Proceedings of the Fourth Australasian Workshop on Health Informatics and Knowledge Management-Volume 120.
55-62.
2011
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De Silva DYu XAlahakoon DHolmes G. Incremental pattern characterization learning and forecasting for electricity consumption using smart meters.
Proceedings, ISIE 2011 : 2011 IEEE International Symposium on Industrial Electronics : Gdansk University of Technology, Gdańsk, Poland, 27-30 June, 2011.
807-812.
2011
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De Silva DYu XAlahakoon DHolmes G. Semi-supervised classification of characterized patterns for demand forecasting using smart electricity meters.
Electrical Machines and Systems (ICEMS), 2011 International Conference on.
1-6.
2011
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De Silva DAlahakoon DRajapakse J. Towards the development of machine consciousness: Implications of Western philosophy and Buddhism.
Information and Automation for Sustainability (ICIAFs), 2010 5th International Conference on.
565-570.
2010
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De Silva DAlahakoon D. Incremental knowledge acquisition and self learning from text.
Proceedings of International Joint Conference on Neural Networks.
2010
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Dinalankara WDe Silva DAlahakoon D. Self Learning and its Implications for Machine Understanding.
Information and Automation for Sustainability, 2008. ICIAFS 2008. 4th International Conference on.
507-512.
2008
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De Silva DAlahakoon DDharmage S. Cluster analysis using the GSOM: Patterns in epidemiology.
Information and Automation for Sustainability, 2007. ICIAFS 2007. Third International Conference on.
63-69.
2007
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De Silva DDe Silva LPDPAlahakoon D. Analysis of Seismic Activity using the Growing SOM for the Identification of Time Dependent Patterns.
Information and Automation, 2006. ICIA 2006. International Conference on.
155-159.
2006
Full text if available
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Kleyko DOsipov EDe Silva DWiklund UAlahakoon LD. Integer self-organizing maps for digital hardware.
Proceedings of the International Joint Conference on Neural Networks.
2019
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editorial article
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De Silva DPang ZOsipov EVyatkin V. Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics.
IEEE Transactions on Industrial Informatics.
15:3690-3692.
2019
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De Silva DBedingfield SAlahakoon D. Preface to the Special Section on Recent Advances in Social Media.
Australasian Journal of Information Systems.
22:1-4.
2018
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Ranasinghe WBandaragoda TDe Silva DAlahakoon D. A novel framework for automated, intelligent extraction and analysis of online support group discussions for cancer related outcomes.
BJU International.
120:59-61.
2017
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De Silva DBurstein FVogel D. Participatory health information systems: Theory and applications-special section.
Australasian Journal of Information Systems.
21:1-5.
2017
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De Silva DPang ZOsipov EVyatkin V. Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics.
IEEE Transactions on Industrial Informatics.
15:3690-3692.
2019
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report
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Webb GReid JAlahakoon DDeSilva DMatharage SWorland PCollie ABonnington PEllis N. Horizon Scanning Project Technical Report.
1-72.
2011
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Webb GReid JAlahakoon DDeSilva DMatharage SWorland PCollie ABonnington PEllis N. Horizon Scanning Project Technical Report.
1-72.
2011