Results for Trustworthy AI

Publications & Outputs

1. Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

   Longo, L., Brcic, M., Cabitza, F., Choi, J., Confalonieri, R., Ser, J. D., Guidotti, R., Hayashi, Y., Herrera, F., Holzinger, A., Jiang, R., Khosravi, H., Lecue, F., Malgieri, G., Páez, A., Samek, W., Schneider, J., Speith, T. & Stumpf, S., 30/06/2024, In: Information Fusion. 106, 102301.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

2. On Specifying for Trustworthiness

   B. Abeywickrama, D., Bennaceur, A., Chance, G., Yiannis Demiris, Y., Kordoni, A., Levine, M., Moffat, L., Moreau, L., Reza Mousavi, M., Nuseibeh, B., Ramamoorthy, S., Ringert, J. O., Wilson, J., Windsor, S. & Eder, K., 4/01/2024, In: Communications of the ACM. 67, 1, p. 98-109 12 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

3. Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks

   Zhou, H., Chen, W., Cheng, L., Liu, J. & Xia, M., 30/11/2023, In: IEEE Transactions on Industrial Informatics. 19, 11, p. 10842-10852 11 p., 11.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

4. Reliable and Intelligent Fault Diagnosis with Evidential VGG Neural Networks

   Zhou, H., Chen, W., Cheng, L., Williams, D., De Silva, C. W. & Xia, M., 7/03/2023, In: IEEE Transactions on Instrumentation and Measurement. 72, p. 1-12 12 p., 3508612.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review