Niusha Shafi Abady

Research output

Research output per year 2006 2009 2010 2011 2014 2015 2016 2018 2022 2023 2023

• 21 Article
• 8 Conference Paper published in Proceedings
• 2 Conference paper presented at Conference (not in Proceedings)
• 1 Chapter
• 1 More
  • 1 Patent

Research output per year

Research output per year

Search results

• 2023

  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

  File
  38 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

  File
• 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

  File

  • Frailty 100%
  • Health Care Cost 80%
  • Data Base 50%
  • Database 50%
  • Genetic Algorithm 50%
  2 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

  File

  • Reality 100%
  • Virtual 100%
  • System 14%
  • Strategy 14%
  • Labour 14%
  13 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) › peer-review

  • Hybrid 100%
  • Algorithm 100%
  • Energy Storage System 100%
  • Production 66%
  • Optimization 66%
• 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

  • Frailty 100%
  • Artificial Intelligence 27%
  • Aged Care 27%
  • Support Vector Machine 18%
  • Accuracy 18%
• 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

  • Electroencephalography 100%
  • Brain 100%
  • Information Processing 33%
  • Event-Related Potential 33%
  • Cognitive Disorders 16%

• Applications of Artificial Intelligence in Healthcare

  Shafiabady, N., 2018.

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

  • Artificial Intelligence 100%
  • Decision-Making 40%
  • Application 30%
  • Records 10%
  • Accuracy 10%

• 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

  • Optimization Task 100%
  • Swarm Intelligence Algorithm 100%
  • Initial Value 100%
• 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

  • Proton-Exchange Membrane Fuel Cells 100%
  • Fuzzy Cognitive Map 50%
  • Control 25%
  • Systems Performance 25%
  • Proton-Exchange Membrane Fuel Cells Modeling 25%
• 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

  • Proton-Exchange Membrane Fuel Cells 100%
  • Fuel Cell Performance 25%
  • Neural Network 16%
  • Industry 8%
  • Combustion 8%

• 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

  • Support Vector Machine 100%
  • Proton-Exchange Membrane Fuel Cells Performance 80%
  • Multilayer Neural Networks 60%
  • Multivariable System 40%
  • Fuel Cell Performance 40%

• 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

  • Accuracy 100%
  • Support Vector Machine 100%
  • Text Classification 66%
  • Training Phase 66%
  • Classes 33%
• 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

  • Hybrid 100%
  • Energy Management System 100%
  • Electrochemical Capacitor 100%
  • Battery 100%
  • Stages 75%

• 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

  • Radial Basis Function 100%
  • Reinforcement Learning 100%
  • Actors 66%
  • Networks 33%
  • Good Performance 33%

• 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

  • Control Objective 100%
  • Fuzzy Controller 100%
  • Two Degree of Freedom 100%
  • Control Input 100%
  • Rule Base 100%

• 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

  File

  • Database 100%
  • Simulation 100%
  • Interpolation 100%
  • Visual Feature 100%
  • Visual Informations 100%
  1 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

  • Particle Swarm Optimization 100%
  • Links 75%
  • Manipulator 75%
  • Load-Carrying Capacity 50%
  • Algorithms 25%

• 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

  • Support Vector Machine 100%
  • Genetic Algorithm 60%
  • Quadratic Programming 40%
  • Generation 20%
  • Accuracy 20%

• 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

  • Genetic Algorithm 100%
  • Supercapacitor 87%
  • Battery 87%
  • Health Care Cost 87%
  • Renewable Energy System 50%

• 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

  • Neural Network 100%
• 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

  • Classification (Machine Learning) 100%
  • Transducer 100%
• 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

  • Algorithms 100%
  • Algorithm 100%
  • Application 66%
  • Mathematical Optimization 66%
  • Conventional Algorithm 66%
• 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

  • Particle Swarm Optimization 100%
  • Algorithms 40%
  • Dimensions 40%
  • Functions 20%
  • Optimization 20%

• 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

  • Wind Velocity 100%
  • Neural Network 75%
  • Particle Swarm Optimization 50%
  • Artificial Neural Network 50%
  • Prediction 50%
• 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

  • Least Squares Methods 100%
  • Particle Swarm Optimization 100%
  • Standards 50%
  • Functions 50%
  • Identification 50%

• 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

  • Sensor Networks 100%
  • Mobile Sensor 66%
  • Energy Consumption 33%
  • Particle Swarm Optimization 33%
  • Sensor Deployment 33%
• 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

  • Particle Swarm Optimization 100%
  • Fuzzy-Neural System 100%
  • Least Squares Methods 66%
  • Standards 33%
  • Identification 33%
• 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

  • Particle Swarm Optimization 100%
  • Fuzzy-Neural System 100%
  • Standards 66%
  • Identification 66%
  • Backpropagation 66%