Chamath Palihawadana

20 papers A 1B 1C 5Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2024 — conf
Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
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
2024 J jnl
FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation.
CoRR
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha Kalutarage
2024 A conf
iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations.
ECAI
Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret
2024 J jnl
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations.
CoRR
Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret
2023 C conf
CBR Driven Interactive Explainable AI.
ICCBR
Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez
2023 C conf
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR.
ICCBR
Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar
2023 — conf
Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation.
ESORICS Workshops (2)
Chamath Palihawadana, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon
2023 — conf
iSee: Intelligent Sharing of Explanation Experience by Users for Users.
IUI Companion
Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle Martin
2022 C conf
Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud.
ICCBR
Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
2022 — conf
Explainable Weather Forecasts Through an LSTM-CBR Twin System.
ICCBR Workshops
Craig Pirie, Malavika Suresh, Pedram Salimi, Chamath Palihawadana, Gayani Nanayakkara
2022 J jnl
FedSim: Similarity guided model aggregation for Federated Learning.
Neurocomputing
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha K. Kalutarage
2022 C conf
How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations.
ICCBR
Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin
2022 — conf
Introducing Clood CBR: A Cloud Based CBR Framework.
ICCBR Workshops
Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
2022 — conf
iSee: Intelligent Sharing of Explanation Experiences.
ICCBR Workshops
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
2021 — conf
Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers.
ICCBR Workshops
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2021 — conf
Counterfactual Explanations for Student Outcome Prediction with Moodle Footprints.
SICSA XAI
Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2021 B conf
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods.
ICTAI
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2021 J jnl
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods.
CoRR
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2020 C conf
Clood CBR: Towards Microservices Oriented Case-Based Reasoning.
ICCBR
Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-García, David Corsar
2020 J jnl
FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults.
CoRR
Nirmalie Wiratunga, Kay Cooper, Anjana Wijekoon, Chamath Palihawadana, Vanessa Mendham, Ehud Reiter, Kyle Martin