Madhushi Niluka Bandara

According to our database, Madhushi Niluka Bandara authored at least 38 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Exploring Trust in Human-LLM Feedback Systems: Observation of Student Behaviour in Software Engineering Education.

Yiwen Liao, Yuchao Jiang, Madhushi Bandara, Yuekang Li, Iromie Samarasekara, Zixiu Guo, Drishtant Leuva, George Joukhadar

Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2, 2026

2025

Privacy in the Age of AI: A Taxonomy of Data Risks.

Grace Billiris, Asif Gill, Madhushi Bandara

CoRR, October, 2025

A Taxonomy of Data Risks in AI and Quantum Computing (QAI) - A Systematic Review.

Grace Billiris, Asif Gill, Madhushi Bandara

CoRR, September, 2025

Expert Opportunity Recommendation Framework for Unstructured Web Data Using Generative AI and Knowledge Graphs.

Naif N. Alotaibi, Madhushi Bandara, Morteza Saberi, Farookh Khadeer Hussain

Proceedings of the 29th Pacific Asia Conference on Information Systems, 2025

Business Architecture Copilot: Agentic AI-enabled Business Capability Modelling.

Eesha Oaj, Asif Gill, Madhushi Bandara, Terry Roach

Proceedings of the Companion Proceedings of the 44th International Conference on Conceptual Modeling: Industrial Track, 2025

Investigating the effect of bias mitigation in machine learning algorithms.

Clodagh MacLean-Milner, Madhushi Bandara, Daniel R. Catchpoole

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

Evaluating the utility of process analysis to understand the variations in the patient care pathways.

Niyumi Jayawardane, Madhushi Bandara, Chng Wei Lau

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

Benchmarking LLMs for Business Architecture Modelling with Hierarchical Capability Maps.

Iromie Samarasekara, Madhushi Niluka Bandara, Fethi Rabhi, Boualem Benatallah

Proceedings of the Advanced Information Systems Engineering, 2025

CRA Framework: Utilising Knowledge Graphs for Comprehensive Carbon Reduction Assessment.

Sagar Pandey, Ghassan Beydoun, Madhushi Bandara, Firouzeh Rosa Taghikhah, Brad McCusker, Charis Devalence

Proceedings of the Australasian Conference on Information Systems, 2025

2024

Connecting Researchers and Grant Opportunities: A Deep Learning Approach to Extract Data from Heterogenous Unstructured Sources.

Naif N. Alotaibi, Morteza Saberi, Madhushi Bandara, Omar Khadeer Hussain, Husam A. H. Al-Najjar

Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024

At Scaled Research Opportunity Identification: The Marriage of Explicit and Parametric Knowledge.

Naif N. Alotaibi, Morteza Saberi, Madhushi Bandara, Elizabeth Chang

Proceedings of the IEEE International Conference on e-Business Engineering, 2024

Using Knowledge Graphs for Architecting and Implementing Air Quality Data Exchange: Australian Context.

Asif Qumer Gill, Madhushi Niluka Bandara

Proceedings of the 25th Annual International Conference on Digital Government Research, 2024

LLM Driven Approach for Capability Modelling with Context-enriched Prompt Engineering.

Iromie Samarasekara, Madhushi Niluka Bandara, Fethi Rabhi, Boualem Benatallah, Rouzbeh Meymandpour

Proceedings of the Australasian Conference on Information Systems, 2024

An Ontology-based Framework to Enhance Carbon Reduction Assessment.

Sagar Pandey, Ghassan Beydoun, Madhushi Niluka Bandara, Brad McCusker, Charis Devalence

Proceedings of the Australasian Conference on Information Systems, 2024

Business architecture methods: An initial review and mapping study.

Eesha Oaj, Asif Gill, Madhushi Niluka Bandara

Proceedings of the Australasian Conference on Information Systems, 2024

2023

Inferring actual treatment pathways from patient records.

Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy

J. Biomed. Informatics, December, 2023

Machine learning for administrative health records: A systematic review of techniques and applications.

Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy

Artif. Intell. Medicine, October, 2023

A knowledge-driven approach for designing data analytics platforms.

Madhushi Niluka Bandara, Fethi A. Rabhi, Muneera Bano

Requir. Eng., June, 2023

Integrated Interaction Journey and Privacy Risk Assessment: A Graph Model.

Maha Ibrahim Alabsi, Asif Gill, Madhushi Niluka Bandara

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

An Application Ontology for Reproducibility of Machine Learning Solutions.

Madhushi Niluka Bandara, Yuchao Jiang, Asif Gill, Fethi A. Rabhi, Ghassan Beydon

Proceedings of the Australasian Conference on Information Systems, 2023

2022

Role of ontologies in beach safety management analytics systems.

Mahdi Fahmideh, Ghassan Beydoun, Madhushi Niluka Bandara, Aakash Ahmad, Arif Ali Khan, Anup Shrestha

Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences.

Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021

Design of an innovative IT platform for analytics knowledge management.

Fethi A. Rabhi, Madhushi Niluka Bandara, Kun Lu, Saif Dewan

Future Gener. Comput. Syst., 2021

An Overview of Ontologies and Tool Support for COVID-19 Analytics.

Aakash Ahmad, Madhushi Niluka Bandara, Mahdi Fahmideh, Henderik A. Proper, Giancarlo Guizzardi, Jeffrey Soar

Proceedings of the 25th International Enterprise Distributed Object Computing Workshop, 2021

2020

Semantic modeling for engineering data analytics solutions.

Madhushi Niluka Bandara, Fethi A. Rabhi

Semantic Web, 2020

Knowledge-Driven Framework for Designing Visual Analytics Applications.

Madhushi Niluka Bandara, Fethi A. Rabhi

Proceedings of the 24th International Conference on Information Visualisation, 2020

2019

RVO - The Research Variable Ontology.

Madhushi Niluka Bandara, Ali Behnaz, Fethi A. Rabhi

Proceedings of the Semantic Web - 16th International Conference, 2019

2018

Overlay Community detection using Community Networks.

Madhushi Niluka Bandara, Sugandima Weragoda, Mahendra Piraveenan, Dharshana Kasthurirathna

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A Semantic Model Based Framework for Regulatory Reporting Process Management.

Manjula Pilaka, Madhushi Niluka Bandara, Eamon Mansoor

Proceedings of the Enterprise Applications, Markets and Services in the Finance Industry, 2018

A Statistical Learning Ontology for Managing Analytics Knowledge.

Ali Behnaz, Madhushi Niluka Bandara, Fethi A. Rabhi, Maurice Peat

Proceedings of the Enterprise Applications, Markets and Services in the Finance Industry, 2018

From Requirements to Data Analytics Process: An Ontology-Based Approach.

Madhushi Niluka Bandara, Ali Behnaz, Fethi A. Rabhi, Onur Demirörs

Proceedings of the Business Process Management Workshops, 2018

A Digital Interaction Framework for Managing Knowledge Intensive Business Processes.

Madhushi Niluka Bandara, Fethi A. Rabhi, Rouzbeh Meymandpour, Onur Demirörs

Proceedings of the Service Research and Innovation - 7th Australian Symposium, 2018

2017

Visualising complex event hierarchies using relevant domain ontologies: Doctoral Symposium.

Riley Perry, Madhushi Niluka Bandara, Cat Kutay, Fethi A. Rabhi

Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, 2017

Big Data Analytics Has Little to Do with Analytics.

Fethi A. Rabhi, Madhushi Niluka Bandara, Anahita Namvar, Onur Demirörs

Proceedings of the Service Research and Innovation - 5th and 6th Australasian Symposium, 2017

2016

WordNet and Cosine Similarity based Classifier of Exam Questions using Bloom's Taxonomy.

Kithsiri Jayakodi, Madhushi Niluka Bandara, Indika Perera, Dulani Apeksha Meedeniya

Int. J. Emerg. Technol. Learn., 2016

2015

An automatic classifier for exam questions in Engineering: A process for Bloom's taxonomy.

Kithsiri Jayakodi, Madhushi Niluka Bandara, Indika Perera

Proceedings of the IEEE International Conference on Teaching, 2015

A Complex Event Processing Toolkit for Detecting Technical Chart Patterns.

Madhushi Niluka Bandara, Rajitha Madhushan Ranasinghe, Rashmi Woranga Mudugamuwa Arachchi, Channa Gayan Somathilaka, Srinath Perera, Daya Chinthana Wimalasuriya

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

A traceability management framework for artefacts in self-adaptive systems.

Indika Perera, Dulani Meedeniya, Madhushi Niluka Bandara

Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015