SICSA XAI Workshop2021
June 2021
Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana and David CorsarCounterfactual Explanations for Student Outcome Prediction with Moodle FootprintsPre-print
XCBR Workshop at ICCBR 2021
September 2021
Jesus M. Darias, Belen Diaz-Agudo and Juan A. Recio-GarciaA Systematic Review on Model-agnostic XAI LibrariesPre-print
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, and David CorsarActionable Feature Discovery in Counterfactuals using Feature Relevance ExplainersPre-print
ICTAI 2021Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, and David CorsarDisCERN: Discovering Counterfactual Explanations using Relevance Features from NeighbourhoodsPre-print
ICCBR 2021
September 2021 (pages 186-200)
Juan A. Recio-García, Humberto Parejas-Llanovarced, Mauricio Gabriel Orozco-del-Castillo, Esteban E. Brito-BorgesA Case-Based Approach for the Selection of Explanation Algorithms in Image Classification.
Talk at OpenMic session of SGAI 2022 conference, December 15th, 2022, onlineAnne LiretiSee: building trustable AIAI 2021 BCS conference goes virtual 14th to 16th December !
Künstliche Intelligenz Journal vol35(3): 397-411 (March 2021)Kyle Martin , Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern• Evaluating Explainability Methods Intended for Multiple Stakeholders.Künstliche Intelligenz Journal vol35(3)
Monthly meeting for the members of the KNOWLEDGE TECHNOLOGY INSTITUTE (ITC), Madrid, March 1st, 2022.Invited Talk by Belen Diaz-AgudoiSee project updatesUCM gave a local talk to KNOWLEDGE TECHNOLOGY INSTITUTE and
Digital week AAAI-MX , April 8th, 2022, Place: Auditorium of the Technological Institute of MexicoInvited Talk by Juan A. Recio-GarciaExplainable Artificial IntelligenceClosing talk of the Digital Week in AAAI-MX Mexico Lab
Special Issue. 31st March 2022Dr. Harsha Kalutarage, Prof. Dr. Nirmalie Wiratunga, Dr. Sadiq Sani"Selected Papers from the AI-CyberSec 2021 Workshop in the 41st SGAI International Conference on Artificial Intelligence"AI_CyberSec_2021_Workshop
ICCBR 2022: 3-17. 22th Sep 2022Jesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-GarcíaUsing Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods
ICCBR 2022. 27th Sept. 2022Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar and Kyle MartinHow Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations
ICCBR 2022. 27th Sept. 2022Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar and Anjana WijekoonAdapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud
XAI workshop at SGAI 2022 13th Sep.2022Anjana Wijekoon, David Corsar, Anne Liret, Chamath PalihawadanaDemo of the iSee cockpit: Reusing explanation strategy in action
XAI workshop at SGAI 2022 13th Sep.2022Anne Liret, Mercedes Agullero, Frederik StahlExplainable AI: Reusing Explanation experience
SGAI 2022 Reuse Explanation Strategies across UC
Zenodo open access iSee chisteraiSee teamMilestone 2 deliverables
ICCBR-WS 2022 September 2022Editors Pascal Reuss, Jakob Schönborn. Authors : Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Belen Díaz-Agudo, Juan Recio-García, Marta Caro-Martinez, Derek Bridge, Preeja Pradeep, Anne Liret and Bruno FleischiSee: Intelligent Sharing of Explanation Experiences30th ICCBR 2022: Nancy, France
Open Access Software X journal, Elsevier Volume 21, February 2023, 101311Marta Caro-Martinez, Jesus M.Darias, Belen Diaz-Agudo, Juan A.Recio-GarciaiSee E3 — The Explanation Experiences Editor
IUI 2023, an ACM conference on "where HCI meets AI" .27th to 31th March 2023Chamath Palihawadana (RGU)invitation to do an iSee Cockpit demo
31st International Conference on Case-Based Reasoning
July 17th - 20th 2023, Aberdeen Scotland
Bruno Fleisch, Anne LiretExplainable AI using CBR - iSee Tutorial
iSee tutorial May-July 2023
International Joint Conference on Neural Networks 2023, 18-23rd JuneKyle MartinInt-XAI Workshop
7th August, onlineKyle MartinSICSA FiXAI Workshop
Keynote at AISB convention 2023 (14th April, Swansea). The UK The Society for the study of Artificial Intelligence and Simulation of BehaviourNirmalie WiratungaIntelligent Reuse of Explanation Experiences: The Role of Case-Based Reasoning in Promoting Explainable AI for Users by Users
CHIST-ERA 2023 annual seminar, BratislavaBelen Diaz-AgudoiSee project update
iSee web site (public)Anne LiretUse case onboarding pathisee case onboarding guideshrtoct23
iSee HOW TO page of resources targeted to Explainability reuse for industry needsAnne LiretHOW TO GUIDE page
ZenodoAll(1st October 2023) Deliverables for October 2023 – Milestone 3 DOI 10.5281/zenodo.8414582.
Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, IUI 2023, Sydney, NSW, Australia, March 27-31, 2023. ACM 2023Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle MartiniSee: Intelligent Sharing of Explanation Experience by Users for Users.
Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings.Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David CorsarFailure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR.
Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with ICCBR2023.CEUR Workshop Proceedings 3438,184-199 Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-GarcíaAGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics
ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings. LNCS 14141, Springer 2023, ISBN 978-3-031-40176-3: 169-184Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-MartínezCBR Driven Interactive Explainable AI.
SoftwareX 21: 101311 (2023)Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-GarcíaiSeeE3 - The Explanation Experiences Editor
Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with ICCBR 2023, July 17, 2023. CEUR Workshop Proceedings 3438, 2023: 172-183Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-GarcíaThe Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence
ICCBR 2023: 200-214 Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Belén Díaz-Agudo, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-GarcíaCBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models