Daswin De Silva

academic article

De Silva DRanasinghe WBandaragoda TAdikari AMills NIddamalgoda LAlahakoon DLawrentschuk NPersad ROsipov EGray RBolton D. Machine learning to support social media empowered patients in cancer care and cancer treatment decisions. PLoS ONE. 13:e0205855. 2018
Nawaratne RAlahakoon DDe 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
Ranasinghe Wde Silva DBandaragoda TAdikari ALawrentschuk NAlahakoon DPersad RBolton D. ASO Author Reflections: Enabling Optimised Delivery of Patient-Centred Cancer Care Using Artificial Intelligence and Data Analytics. Annals of Surgical Oncology. 2018
Ranasinghe Wde Silva DBandaragoda TAdikari AAlahakoon DPersad 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. 2018
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
Nallaperuma DDe Silva D. A participatory model for multi-document health information summarisation. Australasian Journal of Information Systems. 21:1-15. 2017
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
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
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
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
De Silva DBurstein F. An intelligent content discovery technique for health portal content management. JMIR Medical Informatics. 2:e7-e7. 2014
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
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
De Silva DYamao 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

chapter

Ong K-LDe Silva DBoo YLLim EHBodi FAlahakoon DLeao S. Big data applications in engineering and science. 315-351. 2016
De Silva DSilva DAlahakoon DDharmage S. Extensions to knowledge acquisition and effect of multimodal representation in unsupervised learning. Studies in Computational Intelligence. 281-305. 2009

conference paper

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
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
Nallaperuma DDe Silva DAlahakoon DYu X. A cognitive data stream mining technique for context-aware IoT systems. Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society. 4777-4782. 2017
Jayaratne MAlahakoon DDe Silva DYu X. Apache spark based distributed self-organizing map algorithm for sensor data analysis. Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society. 8343-8349. 2017
Nawaratne RBandaragoda TAdikari AAlahakoon DDe Silva DYu X. Incremental knowledge acquisition and self-learning for autonomous video surveillance. Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society. 4790-4795. 2017
De Silva DAlahakoon D. A data fusion technique for smart home energy management and analysis. IECON Proceedings (Industrial Electronics Conference). 4594-4600. 2016
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
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
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
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
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
Burstein FDe Silva DJelinek HFStranieri A. Multivariate Data-Driven Decision Guidance for clinical scientists. Proceedings - International Conference on Data Engineering. 193-199. 2013
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
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
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
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
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
De Silva DAlahakoon D. Incremental knowledge acquisition and self learning from text. Neural Networks (IJCNN), The 2010 International Joint Conference on. 1-8. 2010
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
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
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
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

editorial article

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
De Silva DBurstein FVogel D. Participatory health information systems: Theory and applications-special section. Australasian Journal of Information Systems. 21:1-5. 2017

report

Webb GReid JAlahakoon DDeSilva DMatharage SWorland PCollie ABonnington PEllis N. Horizon Scanning Project Technical Report. 1-72. 2011

La Trobe University Scholars

Dr Daswin De Silva Senior Lecturer in Business Analytics, Business Analytics

Dr Daswin De Silva Senior Lecturer in Business Analytics, Business Analytics

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