| Venue | Authors | Title | URL |
|---|---|---|---|
| SICSA XAI Workshop2021 June 2021 | Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana and David Corsar | Counterfactual Explanations for Student Outcome Prediction with Moodle Footprints | Pre-print Videos |
| XCBR Workshop at ICCBR 2021 September 2021 | Jesus M. Darias, Belen Diaz-Agudo and Juan A. Recio-Garcia | A Systematic Review on Model-agnostic XAI Libraries | Pre-print |
| Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, and David Corsar | Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers | Pre-print | |
| ICTAI 2021 | Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, and David Corsar | DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods | Pre-print |
| ICCBR 2021 September 2021 (pages 186-200) | Juan A. Recio-García, Humberto Parejas-Llanovarced, Mauricio Gabriel Orozco-del-Castillo, Esteban E. Brito-Borges | A Case-Based Approach for the Selection of Explanation Algorithms in Image Classification. | https://doi.org/10.1007/978-3-030-86957-1_13 |
| Talk at OpenMic session of SGAI 2022 conference, December 15th, 2022, online | Anne Liret | iSee: building trustable AI | AI 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) |
| Venue | Authors | Title | URL |
|---|---|---|---|
| Monthly meeting for the members of the KNOWLEDGE TECHNOLOGY INSTITUTE (ITC), Madrid, March 1st, 2022. | Invited Talk by Belen Diaz-Agudo | iSee project updates | UCM gave a local talk to KNOWLEDGE TECHNOLOGY INSTITUTE and |
| Digital week AAAI-MX , April 8th, 2022, Place: Auditorium of the Technological Institute of Mexico | Invited Talk by Juan A. Recio-Garcia | Explainable Artificial Intelligence | Closing talk of the Digital Week in AAAI-MX Mexico Lab |
| Special Issue. 31st March 2022 | Dr. 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 2022 | Jesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García | Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods | |
| ICCBR 2022. 27th Sept. 2022 | Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar and Kyle Martin | How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations | https://link.springer.com/chapter/10.1007/978-3-031-14923-8_3 |
| ICCBR 2022. 27th Sept. 2022 | Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar and Anjana Wijekoon | Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud | https://link.springer.com/chapter/10.1007/978-3-031-14923-8_9 |
| XAI workshop at SGAI 2022 13th Sep.2022 | Anjana Wijekoon, David Corsar, Anne Liret, Chamath Palihawadana | Demo of the iSee cockpit: Reusing explanation strategy in action | https://www.youtube.com/watch?v=IlQdO9v3n04 |
| XAI workshop at SGAI 2022 13th Sep.2022 | Anne Liret, Mercedes Agullero, Frederik Stahl | Explainable AI: Reusing Explanation experience | http://bcs-sgai.org/ai2022/?section=workshops SGAI 2022 Reuse Explanation Strategies across UC |
| Zenodo open access iSee chistera | iSee team | Milestone 2 deliverables | https://zenodo.org/record/7472464 |
| ICCBR-WS 2022 September 2022 | Editors 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 Fleisch | iSee: Intelligent Sharing of Explanation Experiences | 30th ICCBR 2022: Nancy, France |
| Venue | Authors | Title | URL |
|---|---|---|---|
| Open Access Software X journal, Elsevier Volume 21, February 2023, 101311 | Marta Caro-Martinez, Jesus M.Darias, Belen Diaz-Agudo, Juan A.Recio-Garcia | iSee E3 — The Explanation Experiences Editor | https://doi.org/10.1016/j.softx.2023.101311 |
| IUI 2023, an ACM conference on "where HCI meets AI" .27th to 31th March 2023 | Chamath Palihawadana (RGU) | invitation to do an iSee Cockpit demo | https://iui.acm.org/2023/ |
| 31st International Conference on Case-Based Reasoning July 17th - 20th 2023, Aberdeen Scotland | Bruno Fleisch, Anne Liret | Explainable AI using CBR - iSee Tutorial https://isee4xai.com/isee-tutorial-iccbr2023/ | https://www.comp.rgu.ac.uk/ICCBR23/industry.html iSee tutorial May-July 2023 |
| International Joint Conference on Neural Networks 2023, 18-23rd June | Kyle Martin | Int-XAI Workshop | https://sites.google.com/view/int-xai2023/home |
| 7th August, online | Kyle Martin | SICSA FiXAI Workshop | |
| Keynote at AISB convention 2023 (14th April, Swansea). The UK The Society for the study of Artificial Intelligence and Simulation of Behaviour | Nirmalie Wiratunga | Intelligent Reuse of Explanation Experiences: The Role of Case-Based Reasoning in Promoting Explainable AI for Users by Users | https://aisb.org.uk/aisb-convention-2023/ |
| CHIST-ERA 2023 annual seminar, Bratislava | Belen Diaz-Agudo | iSee project update | https://www.chistera.eu/projects-seminar-2023-programme |
| iSee web site (public) | Anne Liret | Use case onboarding path | isee case onboarding guideshrtoct23 |
| iSee HOW TO page of resources targeted to Explainability reuse for industry needs | Anne Liret | HOW TO GUIDE page | https://isee4xai.com/how-to-guide/ |
| Zenodo | All | (1st October 2023) Deliverables for October 2023 – Milestone 3 DOI 10.5281/zenodo.8414582. | https://zenodo.org/records/7472464#.Y7515tXP1PY |
| Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, IUI 2023, Sydney, NSW, Australia, March 27-31, 2023. ACM 2023 | Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle Martin | iSee: Intelligent Sharing of Explanation Experience by Users for Users. | https://dblp.org/db/conf/iui/iui2023c.html#WijekoonWPNCM23 |
| 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 Corsar | Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. | https://dblp.org/db/conf/iccbr/iccbr2023.html#NkisiOrjiPWWC23 |
| 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-García | AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics | https://dblp.org/db/conf/iccbr/iccbr2023w.html#PirieWWM23 |
| ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings. LNCS 14141, Springer 2023, ISBN 978-3-031-40176-3: 169-184 | 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. | https://dblp.org/db/conf/iccbr/iccbr2023.html#WijekoonWMCNPBPDC23 |
| SoftwareX 21: 101311 (2023) | Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García | iSeeE3 - The Explanation Experiences Editor | https://dblp.org/db/journals/softx/softx21.html#CaroMartinezDDR23 |
| 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, CEUR-WS.org 2023: 172-183 | Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García | The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence | https://dblp.org/db/conf/iccbr/iccbr2023w.html#Caro-MartinezWD23 |
| ICCBR 2023: 200-214 | Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Belén Díaz-Agudo, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García | CBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models | https://dblp.org/db/conf/iccbr/iccbr2023.html#ValdezAvilaBDOR23 |
| Venue | Authors | Title | URL |
|---|---|---|---|
| Chistera 2024 poster and video contest, Helsinki | Kyle Martin, Anne Liret (BT), Jesus Goitia, Belen Diaz Agudo, Detlef Nauck (BT), Marta Caro Martinez. | in iSee, we had a vision and transformed it into concrete outcomes. | you tube link |
| PAIS 2024 | Anjana Wijekoona , Nirmalie Wiratungaa , David Corsara , Kyle Martina,*, Ikechukwu Nkisi-Orjia , Chamath Palihawadanaa , Marta Caro-Martínezb , Belen Díaz-Agudob , Derek Bridgec and Anne Lired | iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations | |
| Knowledge Based Systems Journal | UCM: Caro-Martinez, Recio-Garcia, Diaz-Agudo, RGU: Wiratunga, Wijekoon, Palihawadana, Martin, Nkisi-Orji, Corsar, UCC: Pradeep, Bridge, and BT: Anne Liret | iSee: A Case-Based Reasoning Platform for the Design of Explanation Experiences Knowledge-Based Systems | https://doi.org/10.1016/j.knosys.2024.112305 https://www.sciencedirect.com/journal/knowledge-based-systems |
| ICCBR 2024 Best Paper Award winner ! | Ramitha Abeyratne, Lasal Jayawardena, Nirmalie Wiratunga, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, and Bruno Fleisch | CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering | https://link.springer.com/book/10.1007/978-3-031-63646-2 https://www.iccbr2024.org/ |
| XAI 2024 late-breaking work track | UCM: Caro-Martinez, Recio-Garcia, Diaz-Agudo, RGU: Wiratunga, Wijekoon, Palihawadana, Martin, Nkisi-Orji, Corsar, UCC: Pradeep, Bridge, and BT: Anne Liret | Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform | https://xaiworldconference.com/2024/ |
| The Annual Analytics Summit 2024 of OR Society 2024 | Anne Liret | The difficult task of building fit-for-user explanations for AI models in business | https://www.linkedin.com/posts/christinajphillips_as24-ai-thisisor-activity-7199354558211403776-4TLb?utm_source=share&utm_medium=member_desktop |