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Ismail Mohamed Ali

University of New South Wales at the Australian Defence Force Academy (UNSW Canberra)

Canberra

Australia

  • University of New South Wales at the Australian Defence Force Academy (UNSW Canberra)

    • Email
    • Tel: 0426028561
    • Fax: 2612
SCHOLARLY PAPERS

3

DOWNLOADS

268

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Secure Progressive Federated Transfer Learning for Intelligent Satellite Imagery Analysis in Mega Constellations

Downloads 102 (699,467)

Secure Progressive Federated Transfer Learning for Intelligent Satellite Imagery Analysis in Mega Constellations

Number of pages: 28 Posted: 10 Jan 2025
Sara Salim, Bassel Al Homssi, Melrose Brown, Ismail Mohamed Ali and Mark Barnell
affiliation not provided to SSRN, University of Sharjah, affiliation not provided to SSRN, University of New South Wales at the Australian Defence Force Academy (UNSW Canberra) and Wright Patterson Air Force Base - Air Force Research Laboratory
Downloads 67 (929,821)

Abstract:

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Mega satellite constellations, Imagery analysis, Federated Learning, transfer learning, differential privacy, Knowledge distillation

Secure Progressive Federated Transfer Learning for Intelligent Satellite Imagery Analysis in Mega Constellations

Number of pages: 27 Posted: 29 Jan 2025
Sara Salim, Bassel Al Homssi, Melrose Brown, Ismail Mohamed Ali and Mark Barnell
affiliation not provided to SSRN, University of Sharjah, affiliation not provided to SSRN, University of New South Wales at the Australian Defence Force Academy (UNSW Canberra) and Wright Patterson Air Force Base - Air Force Research Laboratory
Downloads 35 (1,311,254)

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Mega satellite constellationsImagery analysisFederated Learningtransfer learningdifferential privacyKnowledge distillation.

2.

A Military Fleet Mix Problem For High-Valued Defense Assets: A Simulation-Based Optimization Approach

Expert Systems With Applications
Number of pages: 21 Posted: 01 Sep 2022 Last Revised: 25 Oct 2022
Ismail Mohamed Ali, Hasan H. Turan and Sondoss ElSawah
University of New South Wales at the Australian Defence Force Academy (UNSW Canberra), University of New South Wales (UNSW) - School of Engineering and Information Technology and University of New South Wales (UNSW) - School of Engineering and Information Technology
Downloads 102 (694,528)

Abstract:

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Military fleet mix problem, readiness, fleet modernization optimization, genetic algorithm, heuristic repairing method, simulation model

3.

An Integrated Differential Evolution Algorithm for Reconfigurable Manufacturing Systems

Number of pages: 30 Posted: 29 Mar 2022
Ismail Mohamed Ali, Sumana Biswas, Hasan H. Turan, Ripon K. Chakrabortty, Sondoss ElSawah and Michael J. Ryan
University of New South Wales at the Australian Defence Force Academy (UNSW Canberra), affiliation not provided to SSRN, University of New South Wales (UNSW) - School of Engineering and Information Technology, UNSW Canberra, University of New South Wales (UNSW) - School of Engineering and Information Technology and affiliation not provided to SSRN
Downloads 64 (933,592)

Abstract:

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Differential evolution, reconfigurable manufacturing system, package-based model, product family design, assembly line