Zobrazeno 1 - 10
of 119
pro vyhledávání: '"Nirmalie Wiratunga"'
Autor:
Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikeckukwu Nkisi-Orji, David Corsar, Kyle Martin
The right to obtain an explanation of the decision reached by an Artificial Intelligence (AI) model is now an EU regulation. Different stakeholders of an AI system (e.g. managers, developers, auditors, etc.) may have different background knowledge, c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::73654b36a52d3a9ea6e414271f063d31
Publikováno v:
Neurocomputing. 483:432-445
Federated Learning (FL) is a distributed machine learning approach in which clients contribute to learning a global model in a privacy preserved manner. Effective aggregation of client models is essential to create a generalised global model. To what
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::208e14a2cde949d8cf4e3c237c9b6f25
https://doi.org/10.1016/j.neucom.2021.08.141
https://doi.org/10.1016/j.neucom.2021.08.141
Autor:
Belen Díaz-Agudo, Nirmalie Wiratunga, Anne Liret, Derek Bridge, Juan A. Recio-García, Marta Caro, Jesus Darias Goitia, Anjana Wijekoon, David Corsar, Kyle Martin, Ike Nkisi-Orji, Chamath Palihawadana, Bruno Fleish, Preeja Pradeep
iSee Deliverables of Milestone 2 https://isee4xai.com/ 10.5281/zenodo.7472464 Belen Diaz-Agudo; Nirmalie Wiratunga; Anne Liret; Derek Bridge; Juan A. Recio-García; Marta Caro; Jesus Darias Goitia; Anjana Wijekoon; David Corsar; Kyle Martin; Ike Nkis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1ba6756fcbf8be97accd657e607ff4ec
Due to the unequivocal need for understanding the decision processes of deep learning networks, both modal-dependent and model-agnostic techniques have become very popular. Although both of these ideas provide transparency for automated decision maki
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c41cd7381ae664641a086d769688c02f
http://arxiv.org/abs/2212.02506
http://arxiv.org/abs/2212.02506
Publikováno v:
Multimodal AI in Healthcare ISBN: 9783031147708
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f026473596b90f590b7bca17b9409b89
https://doi.org/10.1007/978-3-031-14771-5_4
https://doi.org/10.1007/978-3-031-14771-5_4
Publikováno v:
KI - Künstliche Intelligenz. 35:397-411
Explanation mechanisms for intelligent systems are typically designed to respond to specific user needs, yet in practice these systems tend to have a wide variety of users. This can present a challenge to organisations looking to satisfy the explanat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8612fed9e6ba08581f8d8acb26250442
https://doi.org/10.1007/s13218-020-00702-6
https://doi.org/10.1007/s13218-020-00702-6
Autor:
Belen Diaz-Agudo, Nirmalie Wiratunga, Anne Liret, Derek Bridge, Juan A. Recio-García, Anjana Wijekoon, David Corsar, Kyle Martin, Ike Nkisi-Orji, Chamath Palihawadana, Bruno Fleish
iSee Milestone 1 (month 9) - December 2021 Work packages: WP1, WP2, WP3, WP5, WP6 Index D2.3. Software. Retrieval-only iSee CBR system (iSee v1) (UCM, SW, PU) Back-end https://github.com/isee4xai/back-end Front-end https://github.com/isee4xai/iSeeCoc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::13af510768b723763233ce39c561806b
Autor:
Aymeric Blaizot, Sajesh K. Veettil, Pantakarn Saidoung, Carlos Francisco Moreno‐Garcia, Nirmalie Wiratunga, Magaly Aceves‐Martins, Nai Ming Lai, Nathorn Chaiyakunapruk
Publikováno v:
Research synthesis methodsREFERENCES. 13(3)
The exponential increase in published articles makes a thorough and expedient review of literature increasingly challenging. This review delineated automated tools and platforms that employ artificial intelligence (AI) approaches and evaluated the re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::35a5052ac645641e55ae266e44b89817
https://pubmed.ncbi.nlm.nih.gov/35174972
https://pubmed.ncbi.nlm.nih.gov/35174972
Autor:
Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin
Publikováno v:
Case-Based Reasoning Research and Development ISBN: 9783031149221
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dfe73ab05eaa3deb4ca5039ddf721fa3
https://doi.org/10.1007/978-3-031-14923-8_3
https://doi.org/10.1007/978-3-031-14923-8_3