Niusha Shafi Abady

2023

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

Li, Y., Zhou, J., Dong, Y., Shafiabady, N. & Chen, F., 2023, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. New York, NY, USA: Association for Computing Machinery, Inc, p. 1259–1267 9 p. (CIKM '23).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

An FSV analysis approach to verify the robustness of the triple-correlation analysis theoretical framework

Wu, R. M. X., Zhang, Z., Zhang, H., Wang, Y., Shafiabady, N., Yan, W., Gou, J., Gide, E. & Zhang, S., Dec 2023, In: Scientific Reports. 13, 1, p. 1-20 20 p., 9621.

Research output: Contribution to journal › Article › peer-review

Open Access

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Identifying presence of cybersickness symptoms using AI-based predictive learning algorithms

Zaidi, S. F. M., Shafiabady, N. & Beilby, J., 30 May 2023, (E-pub ahead of print) In: Virtual Reality. p. 1-8 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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14 Downloads (Pure)

Implementation of transformer-based deep learning architecture for the development of surface roughness classifier using sound and cutting force signals

Bhandari, B., Park, G. & Shafiabady, N., Jun 2023, In: Neural Computing and Applications. 35, 18, p. 13275-13292 18 p.

Research output: Contribution to journal › Article › peer-review

Using Artificial Intelligence (AI) to predict organizational agility

Shafiabady, N., Hadjinicolaou, N., Ud Din, F., Bhandari, B., Wu, R. M. X. & Vakilian, J., 10 May 2023, In: PLoS One. 18, 5 May, p. e0283066 37 p., e0283066.

Research output: Contribution to journal › Article › peer-review

Open Access

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153 Downloads (Pure)

Using multi-focus group method as an effective tool for eliciting business system requirements: Verified by a case study

Wu, R. M. X., Wang, Y., Shafiabady, N., Zhang, H., Yan, W., Gou, J., Shi, Y., Liu, B., Gide, E., Kang, C., Zhang, Z., Shen, B., Li, X., Fan, J., He, X., Soar, J., Zhao, H., Sun, L., Huo, W. & Wang, Y., Mar 2023, In: PLoS One. 18, 3 March, e0281603.

Research output: Contribution to journal › Article › peer-review

Open Access

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13 Downloads (Pure)

V-CarE—A Conceptual Design Model for Providing COVID-19 Pandemic Awareness: Proposal for a Virtual Reality Design Approach to Facilitate People With Persistent Postural-Perceptual Dizziness

Zaidi, S. F. M., Shafiabady, N., Afifi, S. & Beilby, J., 2023, In: JMIR Research Protocols. 12, p. 1-12 12 p., e38369.

Research output: Contribution to journal › Article › peer-review

Open Access

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Whose job will AI replace? Here’s why a clerk in Ethiopia has more to fear than one in California

Shafiabady, N., 3 Nov 2023, The Conversation.

Research output: Contribution to specialist publication › Article

Open Access

2022

Evolving Hybrid Partial Genetic Algorithm Classification Model for Cost-effective Frailty Screening: Investigative Study

Oates, J., Shafiabady, N., Ambagtsheer, R., Beilby, J., Seiboth, C. & Dent, E., Oct 2022, In: JMIR Aging. 5, 4, p. 1-15 15 p., e38464.

Research output: Contribution to journal › Article › peer-review

Open Access

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8 Downloads (Pure)

Persistent Postural-Perceptual Dizziness Interventions: An Embodied Insight on the Use Virtual Reality for Technologists

Zaidi, S. F. M., Shafiabady, N. & Beilby, J., 1 Jan 2022, In: Electronics. 11, 1, p. 1-11 11 p., 142.

Research output: Contribution to journal › Article › peer-review

Open Access

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30 Downloads (Pure)

2021

Energy Management for Supercapacitor-Battery-Solar Panel Hybrid Energy Storage System Using Computational Intelligence

Shafiabady, N., 2021.

Research output: Contribution to conference › Conference paper presented at Conference (not in Proceedings)

2020

The application of artificial intelligence (AI) techniques to identify frailty within a residential aged care administrative data set

Ambagtsheer, R. C., Shafiabady, N., Dent, E., Seiboth, C. & Beilby, J., Apr 2020, In: International Journal of Medical Informatics. 136, p. 1-6 6 p., 104094.

Research output: Contribution to journal › Article › peer-review

2018

Acute effects of methadone on EEG power spectrum and event-related potentials among heroin dependents

Motlagh, F., Ibrahim, F., Rashid, R., Shafiabady, N., Seghatoleslam, T. & Habil, H., 1 Nov 2018, In: Psychopharmacology. 235, 11, p. 3273-3288 16 p.

Research output: Contribution to journal › Article › peer-review

Applications of Artificial Intelligence in Healthcare

Shafiabady, N., 2018.

Research output: Contribution to conference › Conference paper presented at Conference (not in Proceedings)

ST (Shafiabady-Teshnehlab) optimization algorithm

Shafiabady, N., 1 Jan 2018, Swarm Intelligence - Volume 2: Innovation, new algorithms and methods. Tan, Y. (ed.). 1 ed. London: Institution of Engineering and Technology, Vol. 2. p. 83-110 28 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2017

Dynamic fuzzy cognitive network approach for modelling and control of PEM fuel cell for power electric bicycle system

Kheirandish, A., Motlagh, F., Shafiabady, N., Dahari, M. & Khairi Abdul Wahab, A., 2017, In: Applied Energy. 202, p. 20-31 12 p.

Research output: Contribution to journal › Article › peer-review

2016

Dynamic modelling of PEM fuel cell of power electric bicycle system

Kheirandish, A., Motlagh, F., Shafiabady, N. & Dahari, M., 15 Jun 2016, In: International Journal of Hydrogen Energy. 41, 22, p. 9585-9594 10 p.

Research output: Contribution to journal › Article › peer-review

Modeling of commercial proton exchange membrane fuel cell using support vector machine

Kheirandish, A., Shafiabady, N., Dahari, M., Kazemi, M. S. & Isa, D., 13 Jul 2016, In: International Journal of Hydrogen Energy. 41, 26, p. 11351-11358 8 p.

Research output: Contribution to journal › Article › peer-review

Using unsupervised clustering approach to train the Support Vector Machine for text classification

Shafiabady, N., Lee, L. H., Rajkumar, R., Kallimani, V. P., Akram, N. A. & Isa, D., 26 Oct 2016, In: Neurocomputing. 211, p. 4-10 7 p.

Research output: Contribution to journal › Article › peer-review

2015

A load predictive energy management system for supercapacitor-battery hybrid energy storage system in solar application using the Support Vector Machine

Chia, Y. Y., Lee, L. H., Shafiabady, N. & Isa, D., 1 Jan 2015, In: Applied Energy. 137, p. 588-602 15 p.

Research output: Contribution to journal › Article › peer-review

An Adaptive Controller Using Radial Basis Function Neural Network with Reinforcement Learning

Shafiabady, N., Vakilian, N. & Isa, D., May 2015, In: Communications on Applied Electronics. 1, 7, p. 7–13 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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 proceeding › Conference Paper published in Proceedings › peer-review

A Novel Approach for Allocating Mathematical Expressions to Visual Speech Signals

Sadaghiani, M. H., Shafiabady, N. & Isa, D., 27 Oct 2015, In: Sage Open. 5, 4, p. 1–11 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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10 Downloads (Pure)

2014

Determining Maximum Load Carrying Capacity of 2-link Mechanical Manipulators Using GA and PSO Algorithms

Shafiabady, N. & Dino Isa, M. A. N. V., Apr 2014, In: IOSR Journal of Engineering. 4, 4, p. 47–57 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Genetic Algorithm as Quadratic Programming Solver

Akram, N. A., Shafiabady, N. & Isa, D., 2014, In: International journal of Research in Computer Engineering and Electronics. 3, 3, p. 1–5 5 p.

Research output: Contribution to journal › Article › peer-review

Optimal Sizing Supercapacitor-battery in Solar applications using the Genetic Algorithm

Yee, C. Y., Shafiabady, N. & Isa, D., 2014, In: International Journal of Robotics and Mechatronics. 1, 1, p. 44–52

Research output: Contribution to journal › Article › peer-review

The Proposal of Two New Recurrent Radial Basis Function Neural Networks

Shafiabady, N., Isa, D. & Vakilian, M. A. N., 2014, In: International Journal of Computer Applications. 92, 3, p. 32–39 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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 proceeding › Conference Paper published in Proceedings › peer-review

2012

Some applications of S.T. (Shafiabady-Teshnehlab) evolutionary optimization algorithm

Shafiabady, N., Teshnehlab, M. & Nekoui, M. A., Feb 2012, In: International Journal of Innovative Computing, Information and Control. 8, 2, p. 1299-1312 14 p.

Research output: Contribution to journal › Article › peer-review

2011

Applying S.T. (Shafiabady-Teshnehlab) Evolutionary Optimization Algorithm to Solve Constraint Optimization Problems

Shafiabady, N., Teshnehlab, M. & Nekoui, M. A., 2011, In: International Journal of Intelligent Information Processing. 2, 4, p. 51–56 6 p.

Research output: Contribution to journal › Article › peer-review

S.T

Shafiabady, N., Teshnehlab, M. & Nekoui, M. A., 2011, In: International Journal of Intelligent Information Processing. 2, 3, p. 73–82

Research output: Contribution to journal › Article › peer-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 proceeding › Conference Paper published in Proceedings › peer-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 proceeding › Conference Paper published in Proceedings › peer-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 proceeding › Conference Paper published in Proceedings › peer-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 proceeding › Conference Paper published in Proceedings › peer-review

2008

Optimization Algorithm

Shafiabady, N., Teshnehlab, M. & Nekoui, M. A., 2008

Research output: Patent

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 proceeding › Conference Paper published in Proceedings › peer-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 proceeding › Conference Paper published in Proceedings › peer-review

Niusha Shafi Abady

Research output

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