Chamath Palihawadana

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 16

Top Topics

Semantic Similarity

Case Based Reasoning

Feature Relevance

Weather Forecasts

Top Venues

ICCBR Workshops

Publications

Chamath Palihawadana, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon
Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation. ESORICS Workshops (2) (2023)
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)
Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. ICCBR (2023)
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)
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)
Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
Introducing Clood CBR: A Cloud Based CBR Framework. ICCBR Workshops (2022)
Craig Pirie, Malavika Suresh, Pedram Salimi, Chamath Palihawadana, Gayani Nanayakkara
Explainable Weather Forecasts Through an LSTM-CBR Twin System. ICCBR Workshops (2022)
Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud. ICCBR (2022)
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha K. Kalutarage
FedSim: Similarity guided model aggregation for Federated Learning. Neurocomputing 483 (2022)
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)
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. ICTAI (2021)
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. CoRR (2021)
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)
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)
Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-García, David Corsar
Clood CBR: Towards Microservices Oriented Case-Based Reasoning. ICCBR (2020)
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 (2020)