selected publications
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academic article
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Bandaragoda TAdikari ANawaratne RNallaperuma DLuhach AKKempitiya TNguyen SAlahakoon DDe Silva DChilamkurti N. Artificial Intelligence Based Commuter Behaviour Profiling Framework Using Internet of Things for Real-Time Decision-Making.
Neural Computing and Applications.
1-15.
2020
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Adikari ADe Silva DRanasinghe WKBBandaragoda TAlahakoon OPersad RLawrentschuk NAlahakoon LDBolton D. Can online support groups address psychological morbidity of cancer patients? An artificial intelligence based investigation of prostate cancer trajectories.
PLoS ONE.
15.
2020
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Mills NDe Silva DAlahakoon L. Generating situational awareness of pedestrian and vehicular movement in urban areas using IoT data streams.
IEEE Internet of Things Journal.
7:4395-4402.
2020
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Gunawardena PAmila OSudarshana HNawaratne BLuhach AKAlahakoon LPerera ASChitraranjan CChilamkurti NDe Silva D. Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps.
Journal of Real-Time Image Processing.
2020
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Nawaratne BAdikari AAlahakoon LDe Silva DChilamkurti N. Recurrent self-structuring machine learning for video processing using multi-stream hierarchical growing self-organizing maps.
Multimedia Systems.
79.
2020
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Alahakoon DNawaratne RXu YDe Silva DSivarajah UGupta B. Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities.
Information Systems Frontiers: a journal of research and innovation.
2020
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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.
16:393-402.
2020
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De Silva DSierla SAlahakoon LDOsipov EYu XVyatkin V. Toward Intelligent Industrial Informatics: A Review of Current Developments and Future Directions of Artificial Intelligence in Industrial Applications.
IEEE Industrial Electronics Magazine.
14:57-72.
2020
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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 LDDe Silva DKumara HYu X. Hierarchical Two-Stream Growing Self-Organizing Maps with Transience for Human Activity Recognition.
IEEE Transactions on Industrial Informatics.
2019
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Nallaperuma DNawaratne RBandaragoda TAdikari ANguyen SKempitiya TDe Silva DAlahakoon DPothuhera D. Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management.
IEEE Transactions on Intelligent Transportation Systems.
20:4679-4690.
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.
16:1653-1663.
2019
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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.
22:677-683.
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.
36:529.e1-529.e9.
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 American Society 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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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 American Society 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
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Bandaragoda TAdikari ANawaratne RNallaperuma DLuhach AKKempitiya TNguyen SAlahakoon DDe Silva DChilamkurti N. Artificial Intelligence Based Commuter Behaviour Profiling Framework Using Internet of Things for Real-Time Decision-Making.
Neural Computing and Applications.
1-15.
2020
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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
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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
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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.
59-61.
2017
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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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Wijenayake PDe Silva DAlahakoon LDKirigeeganage S. Automated detection of social roles in online communities using deep learning.
2020 The 3rd International Conference on Software Engineering and Information Management: ICSIM 2020.
63-68.
2020
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Adikari ADe Silva DAlahakoon DYu X. A Cognitive Model for Emotion Awareness in Industrial Chatbots.
IEEE International Conference on Industrial Informatics (INDIN).
183-186.
2019
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Kleyko DOsipov EDe Silva DWiklund UVyatkin VAlahakoon LD. Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing.
Lecture Notes in Computer Science.
64-79.
2019
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Kleyko DOsipov EDe Silva DWiklund UVyatkin VAlahakoon D. Distributed representation of n-gram statistics for boosting self-organizing maps with hyperdimensional computing.
Lecture Notes in Computer Science.
64-79.
2019
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Nawaratne RAlahakoon DDe Silva DYu X. HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition.
IEEE International Conference on Industrial Informatics (INDIN).
270-273.
2019
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Kleyko DOsipov EDe Silva DWiklund UAlahakoon LD. Integer self-organizing maps for digital hardware.
Proceedings of International Joint Conference on Neural Networks.
2019
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Bandaragoda TRDe Silva DKleyko DOsipov EWiklund UAlahakoon LD. Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing.
The 2019 IEEE Intelligent Transportation Systems Conference - ITSC.
1664-1670.
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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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.
Computing 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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Wijenayake PDe Silva DAlahakoon LDKirigeeganage S. Automated detection of social roles in online communities using deep learning.
2020 The 3rd International Conference on Software Engineering and Information Management: ICSIM 2020.
63-68.
2020
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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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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