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Chamath Palihawadana
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Fedsim: Similarity guided model aggregation for federated learning
C Palihawadana, N Wiratunga, A Wijekoon, H Kalutarage
Neurocomputing 483, 432-445, 2022
342022
FitChat: conversational artificial intelligence interventions for encouraging physical activity in older adults
N Wiratunga, K Cooper, A Wijekoon, C Palihawadana, V Mendham, ...
arXiv preprint arXiv:2004.14067, 2020
172020
Discern: Discovering counterfactual explanations using relevance features from neighbourhoods
N Wiratunga, A Wijekoon, I Nkisi-Orji, K Martin, C Palihawadana, ...
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
132021
Clood CBR: Towards Microservices Oriented Case-Based Reasoning
I Nkisi-Orji, N Wiratunga, C Palihawadana, JA Recio-García, D Corsar
International Conference on Case-Based Reasoning, 129-143, 2020
102020
CBR Driven Interactive Explainable AI
A Wijekoon, N Wiratunga, K Martin, D Corsar, I Nkisi-Orji, ...
International Conference on Case-Based Reasoning, 169-184, 2023
82023
Actionable feature discovery in counterfactuals using feature relevance explainers.
N Wiratunga, A Wijekoon, I Nkisi-Orji, K Martin, C Palihawadana, ...
CEUR Workshop Proceedings, 2021
72021
Adapting semantic similarity methods for case-based reasoning in the cloud
I Nkisi-Orji, C Palihawadana, N Wiratunga, D Corsar, A Wijekoon
International Conference on Case-Based Reasoning, 125-139, 2022
62022
iSee: intelligent sharing of explanation experience by users for users
A Wijekoon, N Wiratunga, C Palihawadana, I Nkisi-Orji, D Corsar, ...
Companion Proceedings of the 28th International Conference on Intelligent …, 2023
52023
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR
I Nkisi-Orji, C Palihawadana, N Wiratunga, A Wijekoon, D Corsar
International Conference on Case-Based Reasoning, 279-293, 2023
32023
A comparative study of link analysis algorithms
C Palihawadana, G Poravi
2018 8th International Conference on Intelligent Systems, Modelling and …, 2018
32018
iSee: intelligent sharing of explanation experiences.
K Martin, A Wijekoon, N Wiratunga, C Palihawadana, I Nkisi-Orji, ...
CEUR Workshop Proceedings 3389, 2023
22023
How close is too close? The role of feature attributions in discovering counterfactual explanations
A Wijekoon, N Wiratunga, I Nkisi-Orji, C Palihawadana, D Corsar, ...
International Conference on Case-Based Reasoning, 33-47, 2022
22022
Introducing Clood CBR: a cloud based CBR framework.
C Palihawadana, I Nkisi-Orji, N Wiratunga, D Corsar, A Wijekoon
CEUR Workshop Proceedings 3389, 2023
12023
Explainable weather forecasts through an LSTM-CBR twin system.
C Pirie, M Suresh, P Salimi, C Palihawadana, G Nanayakkara
CEUR Workshop Proceedings, 2023
12023
Counterfactual explanations for student outcome prediction with Moodle footprints.
A Wijekoon, N Wiratunga, I Nkisi-Orji, K Martin, C Palihawadana, ...
CEUR Workshop Proceedings, 2021
12021
FitChat: Conversational AI for Active Ageing
N Wiratunga, A Wijekoon, C Palihawadana, K Cooper, V Mendham
Proceedings of the Workshop on Intelligent Information Processing and …, 2020
12020
Tutorial on CBR Frameworks
B López, I Nkisi-Orji, C Palihawadana, P Reuss, J Schönborn, ...
1
Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation
C Palihawadana, N Wiratunga, H Kalutarage, A Wijekoon
European Symposium on Research in Computer Security, 750-760, 2023
2023
CBR Driven Interactive Explainable AI
I Nkisi-Orji, C Palihawadana, D Bridge, P Pradeep, BD Agudo, ...
Case-Based Reasoning Research and Development: 31st International Conference …, 2023
2023
iSee: demonstration video.[video recording]
A Wijekoon, N Wiratunga, C Palihawadana, I Nkisi-Orji, D Corsar, ...
Association for Computing Machinery (ACM), 2023
2023
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