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Madhushi Niluka Bandara

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2020 – today

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2024
[c18]
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Asif Qumer Gill, Madhushi Niluka Bandara:
Using Knowledge Graphs for Architecting and Implementing Air Quality Data Exchange: Australian Context. DG.O 2024: 534-541
2023
[j6]
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  - journals/artmed/CaruanaBMCK23
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Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy:
Machine learning for administrative health records: A systematic review of techniques and applications. Artif. Intell. Medicine 144: 102642 (2023)
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Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy:
Inferring actual treatment pathways from patient records. J. Biomed. Informatics 148: 104554 (2023)
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Madhushi Niluka Bandara, Fethi A. Rabhi, Muneera Bano:
A knowledge-driven approach for designing data analytics platforms. Requir. Eng. 28(2): 195-212 (2023)
[c17]
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Madhushi Niluka Bandara, Yuchao Jiang, Asif Gill, Fethi A. Rabhi, Ghassan Beydon:
An Application Ontology for Reproducibility of Machine Learning Solutions. ACIS 2023
[c16]
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Maha Ibrahim Alabsi, Asif Gill, Madhushi Niluka Bandara:
Integrated Interaction Journey and Privacy Risk Assessment: A Graph Model. CENTERIS/ProjMAN/HCist 2023: 1594-1603
[i4]
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  - journals/corr/abs-2308-14216
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Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy:
Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications. CoRR abs/2308.14216 (2023)
[i3]
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  - journals/corr/abs-2309-01897
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Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy:
Inferring Actual Treatment Pathways from Patient Records. CoRR abs/2309.01897 (2023)
2022
[c15]
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Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy:
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. AI 2022: 368-380
[c14]
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Mahdi Fahmideh, Ghassan Beydoun, Madhushi Niluka Bandara, Aakash Ahmad, Arif Ali Khan, Anup Shrestha:
Role of ontologies in beach safety management analytics systems. PACIS 2022: 101
2021
[j3]
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Fethi A. Rabhi, Madhushi Niluka Bandara, Kun Lu, Saif Dewan:
Design of an innovative IT platform for analytics knowledge management. Future Gener. Comput. Syst. 116: 209-219 (2021)
[c13]
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Aakash Ahmad, Madhushi Niluka Bandara, Mahdi Fahmideh, Henderik A. Proper, Giancarlo Guizzardi, Jeffrey Soar:
An Overview of Ontologies and Tool Support for COVID-19 Analytics. EDOC Workshops 2021: 1-8
[i2]
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  - journals/corr/abs-2110-01160
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Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy:
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. CoRR abs/2110.01160 (2021)
[i1]
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  - journals/corr/abs-2110-06397
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Aakash Ahmad, Madhushi Niluka Bandara, Mahdi Fahmideh, Henderik A. Proper, Giancarlo Guizzardi, Jeffrey Soar:
An Overview of Ontologies and Tool Support for COVID-19 Analytics. CoRR abs/2110.06397 (2021)
2020
[j2]
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Madhushi Niluka Bandara, Fethi A. Rabhi:
Semantic modeling for engineering data analytics solutions. Semantic Web 11(3): 525-547 (2020)
[c12]
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Madhushi Niluka Bandara, Fethi A. Rabhi:
Knowledge-Driven Framework for Designing Visual Analytics Applications. IV 2020: 515-520

2010 – 2019

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2019
[c11]
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Madhushi Niluka Bandara, Ali Behnaz, Fethi A. Rabhi:
RVO - The Research Variable Ontology. ESWC 2019: 412-426
2018
[c10]
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Madhushi Niluka Bandara, Fethi A. Rabhi, Rouzbeh Meymandpour, Onur Demirörs:
A Digital Interaction Framework for Managing Knowledge Intensive Business Processes. ASSRI 2018: 108-122
[c9]
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Madhushi Niluka Bandara, Ali Behnaz, Fethi A. Rabhi, Onur Demirörs:
From Requirements to Data Analytics Process: An Ontology-Based Approach. Business Process Management Workshops 2018: 543-552
[c8]
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  - conf/financecom/PilakaBM18
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Manjula Pilaka, Madhushi Niluka Bandara, Eamon Mansoor:
A Semantic Model Based Framework for Regulatory Reporting Process Management. FinanceCom 2018: 149-164
[c7]
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Ali Behnaz, Madhushi Niluka Bandara, Fethi A. Rabhi, Maurice Peat:
A Statistical Learning Ontology for Managing Analytics Knowledge. FinanceCom 2018: 180-194
[c6]
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Madhushi Niluka Bandara, Sugandima Weragoda, Mahendra Piraveenan, Dharshana Kasthurirathna:
Overlay Community detection using Community Networks. SSCI 2018: 680-687
2017
[c5]
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Fethi A. Rabhi, Madhushi Niluka Bandara, Anahita Namvar, Onur Demirörs:
Big Data Analytics Has Little to Do with Analytics. ASSRI 2017: 3-17
[c4]
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  - conf/debs/PerryBKR17
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Riley Perry, Madhushi Niluka Bandara, Cat Kutay, Fethi A. Rabhi:
Visualising complex event hierarchies using relevant domain ontologies: Doctoral Symposium. DEBS 2017: 351-354
2016
[j1]
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Kithsiri Jayakodi, Madhushi Niluka Bandara, Indika Perera, Dulani Apeksha Meedeniya:
WordNet and Cosine Similarity based Classifier of Exam Questions using Bloom's Taxonomy. Int. J. Emerg. Technol. Learn. 11(4): 142-149 (2016)
2015
[c3]
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Indika Perera, Dulani Meedeniya, Madhushi Niluka Bandara:
A traceability management framework for artefacts in self-adaptive systems. ICIIS 2015: 37-42
[c2]
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Madhushi Niluka Bandara, Rajitha Madhushan Ranasinghe, Rashmi Woranga Mudugamuwa Arachchi, Channa Gayan Somathilaka, Srinath Perera, Daya Chinthana Wimalasuriya:
A Complex Event Processing Toolkit for Detecting Technical Chart Patterns. IPDPS Workshops 2015: 547-556
[c1]
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Kithsiri Jayakodi, Madhushi Niluka Bandara, Indika Perera:
An automatic classifier for exam questions in Engineering: A process for Bloom's taxonomy. TALE 2015: 195-202

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