Niusha Shafi Abady

Associate Professor

Registered to supervise postgraduate research

20062024

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  • 2023

    ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks

    Li, Y., Zhou, J., Dong, Y., Shafiabady, N. & Chen, F., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. New York: Association for Computing Machinery, Inc, p. 1259-1267 9 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

    Open Access
  • 2015

    An adaptive incremental fuzzy TSK controller combined with evolutionary optimization

    Shafiabady, N., Rajkumar, R. K., Isa, D., Menke, J. M. & Vakilian, M. A. N., 2015, Industrial Engineering, Management Science and Applications 2015. Kim, K. J., Gen, M., Hiroshi, Y. & Huang, X. (eds.). Springer-Verlag London Ltd., Vol. 349. p. 747-758 12 p. (Lecture Notes in Electrical Engineering; vol. 349).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

  • 2013

    Using neural networks as pipeline defect classifiers

    Akram, N. A., Shafiabady, N. & Isa, D., 2013, 2013 International Conference on IT Convergence and Security, ICITCS 2013. IEEE Computer Society, Vol. 1. p. 1–4 4 p. 6717894. (2013 International Conference on IT Convergence and Security, ICITCS 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

  • 2010

    A new verified particle swarm optimization algorithm

    Shafiabady, N., Fesharaki, M. A., Shafiabady, I., Ahmadi, S. & Fesharaki, M., 2010, Proceedings - International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010. Vol. 1. p. 156-160 5 p. 5656646. (Proceedings - International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

  • Using AWPSO to solve the data scarcity problem in wind speed prediction by artificial neural networks

    Fesharaki, M., Shafiabady, N., Fesharaki, M. A. & Ahmadi, S., 2010, Proceedings - International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010. Vol. 3. p. 49-52 4 p. 5655134. (Proceedings - International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

  • 2009

    A comparison of PSO and GA combined with LS and RLS in identification using fuzzy gaussian neural networks

    Shafiabady, N., Teshnehlab, M. & Shooredeh, M. A., 2009, Proceedings - IEEE ISIE 2009, IEEE International Symposium on Industrial Electronics. Vol. 1. p. 2081-2086 6 p. 5217923. (IEEE International Symposium on Industrial Electronics).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

  • Optimal evolutionary-based deployment of mobile sensor networks

    Shafiabady, N. & Nekoui, M. A., 2009, Artificial Intelligence and Computational Intelligence - International Conference, AICI 2009, Proceedings. Vol. 5855. p. 563-567 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5855 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

  • 2007

    Training matrix parameters by particle swarm optimization using a fuzzy neural network for identification

    Shafiabady, N., Teshnehlab, M. & Aliyari Shooredeli, M., 2007, 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007. p. 188-193 6 p. 4658372. (2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

  • 2006

    A comparison of PSO and backpropagation combined with LS and RLS in identification using fuzzy neural networks

    Shafiabady, N., Teshnehlab, M. & Aliyari Shooredeh, M., 2006, 2006 IEEE International Conference on Industrial Technology, ICIT. p. 1574-1579 6 p. 4237786. (Proceedings of the IEEE International Conference on Industrial Technology).

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review