Publications | The School of Natural and Computing Sciences

Gradual Semantics for Weighted Bipolar SETAFs

2021

Yun, B., Vesic, S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-030-86772-0_15
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18738/1/Yun_etal_ECSQARU21_Gradual_Semantics_For_AAM.pdf

Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data

2021

Tomaz Da Silva, L., Esper, N. B., Ruiz, D. D., Meneguzzi, F., Buchweitz, A.

Frontiers in Computational Neuroscience, vol. 15, 594659

Contributions to Journals: Articles

Online: https://www.frontiersin.org/articles/10.3389/fncom.2021.594659/full#supplementary-material
Digital Object Identifier: https://doi.org/10.3389/fncom.2021.594659
Open Access: http://aura.abdn.ac.uk/bitstream/2164/20310/1/DaSilva_etal_fncom_Visual_Explanation_Identification_VOR.pdf
Additional Links: View publication in Scopus

A Survey on Goal Recognition as Planning

2021

Meneguzzi, F., Pereira, R. F.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.24963/ijcai.2021/616 PDF BibTeX
Additional Links: View publication in Scopus; https://repositorio.pucrs.br/dspace/bitstream/10923/18609/2/A_Survey_on_Goal_Recognition_as_Planning.pdf

Commentary to the Commission’s proposal for the “AI Act” – Response to selected issues

2021

Cserne, P., Ducato, R., Zivkovic, P., Brown, A., Couzigou, I., Leontidis, G., Oren, N., Sutherland, C., Sweeney, P., Yuksel Ripley, B.

Non-textual Forms: Web Publications and Websites

Online: https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/12527-Artificial-intelligence-ethical-and-legal-requirements/F2665397_en
Additional Links: https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/12527-Artificial-intelligence-ethical-and-legal-requirements_en

On Evidence Capture for Accountable AI Systems

2021

Pang, W., Markovic, M., Naja, I., Pang Fung, C., Edwards, P.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: http://ceur-ws.org/Vol-2894/
Open Access: http://aura.abdn.ac.uk/bitstream/2164/16992/1/Pang_etal_On_Evidence_Capture_VoR.pdf
Additional Links: https://sites.google.com/view/sicsa-xai-workshop/home; View publication in Scopus; Proceedings

Towards Accountability Driven Development for Machine Learning Systems

2021

Pang Fung, C., Pang, W., Naja, I., Markovic, M., Edwards, P.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: http://ceur-ws.org/Vol-2894/
Open Access: http://aura.abdn.ac.uk/bitstream/2164/16993/1/Fung_etal_CEUR_Towards_Accountability_Driven_VoR.pdf
Additional Links: https://sites.google.com/view/sicsa-xai-workshop/home; View publication in Scopus

In Search of a Goldilocks Zone for Credible AI

2021

Allan, K., Oren, N., Hutchison, J., Martin, D.

Scientific Reports, vol. 11, 13687

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1038/s41598-021-93109-8
Open Access: http://aura.abdn.ac.uk/bitstream/2164/20790/1/Allan_SR_In_Search_Of_VoR.pdf

A Semantic Framework to Support AI System Accountability and Audit

2021

Naja, I., Markovic, M., Edwards, P., Cottrill, C.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-030-77385-4_10
Open Access: http://aura.abdn.ac.uk/bitstream/2164/16643/1/NajaEtAlESWC2021.pdf; http://aura.abdn.ac.uk/bitstream/2164/16643/2/Naja_etal_ESWC_A_Semantic_Framework_AAM.pdf
Additional Links: https://openreview.net/forum?id=bvMbdK8JW1k; https://2021.eswc-conferences.org/

Brainhack: Developing a culture of open, inclusive, community-driven neuroscience

2021

Gau, R., Noble, S., Heuer, K., Bottenhorn, K. L., Bilgin, I. P., Yang, Y. F., Huntenburg, J. M., Bayer, J. M., Bethlehem, R. A., Rhoads, S. A., Vogelbacher, C., Borghesani, V., Levitis, E., Wang, H. T., Van Den Bossche, S., Kobeleva, X., Legarreta, J. H., Guay, S., Atay, S. M., Varoquaux, G. P., Huijser, D. C., Sandström, M. S., Herholz, P., Nastase, S. A., Dumas, G., Schwab, S., Moia, S., Dayan, M., Bassil, Y., Brooks, P. P., Mancini, M., Shine, J. M., O'Connor, D., Xie, X., Poggiali, D., Friedrich, P., Heinsfeld, A. S., Riedl, L., Toro, R., Caballero-Gaudes, C., Eklund, A., Garner, K. G., Nolan, C. R., Demeter, D. V., Barrios, F. A., Merchant, J. S., McDevitt, E. A., Oostenveld, R., Meneguzzi, F., Badhwar, A., The Brainhack Community

Neuron, vol. 109, no. 11, pp. 1769-1775

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.neuron.2021.04.001
Additional Links: View publication in Scopus

An LP-Based Approach for Goal Recognition as Planning

2021

Meneguzzi, F., Pereira, R. F., Pereira, A. G., Santos, L. R. A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1609/aaai.v35i13.17418
Additional Links: View publication in Scopus; https://repositorio.pucrs.br/dspace/bitstream/10923/18605/2/An_LPBased_Approach_for_Goal_Recognition_as_Planning.pdf; Link to AIII 2021