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ORCIDChamath Palihawadana
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2020 – today
- 2024
[c15]Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret:
iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations. ECAI 2024: 4626-4633- [c14]Marta Caro-Martínez, Anne Liret, Belén Díaz-Agudo, Juan A. Recio-García, Jesus M. Darias, Nirmalie Wiratunga, Anjana Wijekoon, Kyle Martin, Ikechukwu Nkisi-Orji, David Corsar, Chamath Palihawadana, Craig Pirie, Derek G. Bridge, Preeja Pradeep, Bruno Fleisch:
Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 313-320 - [i4]Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret:
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations. CoRR abs/2408.12941 (2024) - [i3]Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha Kalutarage:
FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation. CoRR abs/2409.05242 (2024) - 2023
- [c13]Chamath Palihawadana
, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon:
Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation. ESORICS Workshops (2) 2023: 750-760 - [c12]Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez:
CBR Driven Interactive Explainable AI. ICCBR 2023: 169-184 - [c11]Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar:
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. ICCBR 2023: 279-293 - [c10]Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle Martin:
iSee: Intelligent Sharing of Explanation Experience by Users for Users. IUI Companion 2023: 79-82 - 2022
- [j1]Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha K. Kalutarage:
FedSim: Similarity guided model aggregation for Federated Learning. Neurocomputing 483: 432-445 (2022) - [c9]Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin:
How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations. ICCBR 2022: 33-47 - [c8]Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon:
Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud. ICCBR 2022: 125-139 - [c7]Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Belén Díaz-Agudo, Juan A. Recio-García, Marta Caro-Martínez, Derek Bridge, Preeja Pradeep, Anne Liret, Bruno Fleisch:
iSee: Intelligent Sharing of Explanation Experiences. ICCBR Workshops 2022: 231-232 - [c6]Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon:
Introducing Clood CBR: A Cloud Based CBR Framework. ICCBR Workshops 2022: 233-234 - [c5]Craig Pirie, Malavika Suresh, Pedram Salimi, Chamath Palihawadana, Gayani Nanayakkara:
Explainable Weather Forecasts Through an LSTM-CBR Twin System. ICCBR Workshops 2022: 256-260 - 2021
- [c4]Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers. ICCBR Workshops 2021: 63-74 - [c3]Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. ICTAI 2021: 1466-1473 - [c2]Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
Counterfactual Explanations for Student Outcome Prediction with Moodle Footprints. SICSA XAI 2021: 1-8 - [i2]Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. CoRR abs/2109.05800 (2021) - 2020
- [c1]Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-García, David Corsar:
Clood CBR: Towards Microservices Oriented Case-Based Reasoning. ICCBR 2020: 129-143 - [i1]Nirmalie Wiratunga, Kay Cooper, Anjana Wijekoon, Chamath Palihawadana, Vanessa Mendham, Ehud Reiter, Kyle Martin:
FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults. CoRR abs/2004.14067 (2020)
Coauthor Index
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