Imran Naseem

Mr

  • The University of Western Australia (M018), 35 Stirling Highway,

    6009 Crawley

    Australia

  • The University of Western Australia (M002), 35 Stirling Highway,

    6009 Crawley

    Australia

  • 649 Citations
  • 6 h-Index
20082018
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  • 1 Similar Profiles
Biometrics Engineering & Materials Science
Antifreeze Proteins Medicine & Life Sciences
Cancer Classification Mathematics
Proteins Engineering & Materials Science
Protein Mathematics
RBF Neural Network Mathematics
Gene Selection Mathematics
Recurrent neural networks Engineering & Materials Science

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Research Output 2008 2018

  • 649 Citations
  • 6 h-Index
  • 9 Article
  • 8 Conference paper
  • 1 Chapter (peer-reviewed)
  • 1 Doctoral Thesis

A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks

Khan, S., Ahmad, J., Naseem, I. & Moinuddin, M. 1 Feb 2018 In : Circuits, Systems, and Signal Processing. 37, 2, p. 593-612 20 p.

Research output: Contribution to journalArticle

Recurrent neural networks
Back Propagation
Recurrent Neural Networks
Backpropagation
Learning algorithms
5 Citations

A Novel Adaptive Kernel for the RBF Neural Networks

Khan, S., Naseem, I., Togneri, R. & Bennamoun, M. 1 Apr 2017 In : Circuits, Systems, and Signal Processing. 36, 4, p. 1639-1653 15 p.

Research output: Contribution to journalArticle

RBF Neural Network
kernel
Neural networks
Electric fuses
Nonlinear systems
2 Citations

A robust variable step size fractional least mean square (RVSS-FLMS) algorithm

Khan, S., Usman, M., Naseem, I., Togneri, R. & Bennamoun, M. 2017 Proceedings - 2017 IEEE 13th International Colloquium on Signal Processing and its Applications, CSPA 2017. Taib, M. N. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 8064914

Research output: Chapter in Book/Report/Conference proceedingConference paper

Identification (control systems)
system identification
Experiments
evaluation

ECMSRC: A sparse learning approach for the prediction of extracellular matrix proteins

Naseem, I., Khan, S., Togneri, R. & Bennamoun, M. 1 Aug 2017 In : Current Bioinformatics. 12, 4, p. 361-368 8 p.

Research output: Contribution to journalArticle

Extracellular Matrix Proteins
Extracellular Matrix
Learning
Proteins
Protein

FLMF: Fractional Least Mean Fourth Algorithm for Channel Estimation in non-Gaussian Environment

Khan, S., Ahmed, N., Malik, M. A., Naseem, I., Togneri, R. & Bennamoun, M. 14 Dec 2017 2017 International Conference on Information and Communication Technology Convergence. USA: Wiley-IEEE Press, p. 466-470 5 p. (International Conference on Information and Communication Technology Convergence)

Research output: Chapter in Book/Report/Conference proceedingConference paper