Select Publications

Book Chapters

Hossein Heydari M; Shakiba A; Avazzadeh Z; Cattani C, 2020, 'Second Kind Chebyshev Wavelets for Solving the Variable-Order Space-Time Fractional Telegraph Equation', in Special Functions and Analysis of Differential Equations, Chapman and Hall/CRC, pp. 63 - 85, http://dx.doi.org/10.1201/9780429320026-3

Shakiba A, 2018, 'S-approximation spaces', in Trends in Mathematics, pp. 697 - 725, http://dx.doi.org/10.1007/978-3-030-01162-8_10

Journal articles

Shakiba A, 2025, 'Correlation clustering algorithm for dynamic complete signed graphs: an index-based approach', Knowledge and Information Systems, 67, pp. 5731 - 5750, http://dx.doi.org/10.1007/s10115-025-02397-3

Abdullah-Vetter Z; Wright B; Wu TC; Shakiba A; Hameiri Z, 2025, 'Automatic quantitative analysis of internal quantum efficiency measurements of GaAs solar cells using deep learning', Advanced Science, http://dx.doi.org/10.1002/advs.202407048

Alambardar Meybodi M; Goharshady A; Hooshmandasl MR; Shakiba A, 2025, 'Optimal blocks for maximizing the transaction fee revenue of Bitcoin miners', Journal of Combinatorial Optimization, 49, http://dx.doi.org/10.1007/s10878-024-01249-0

Rajaati Bavil Olyaei M; Alambardar Meybodi M; Hooshmandasl MR; Shakiba A, 2024, 'Explicit construction of mixed dominating sets in generalized Petersen graphs', Journal of Combinatorial Optimization, 48, http://dx.doi.org/10.1007/s10878-024-01222-x

Shakiba A, 2023, 'A novel randomized chaotic bit-level image encryption algorithm based on a novel 2D-CICM hyper-chaotic mapping with CPA-security', Multimedia Tools and Applications, 82, pp. 17631 - 17657, http://dx.doi.org/10.1007/s11042-022-13708-z

Shakiba A, 2021, 'A randomized CPA-secure asymmetric-key chaotic color image encryption scheme based on the Chebyshev mappings and one-time pad', Journal of King Saud University Computer and Information Sciences, 33, pp. 562 - 571, http://dx.doi.org/10.1016/j.jksuci.2019.03.003

Shakiba A, 2021, 'A novel 2D cascade modulation couple hyperchaotic mapping for randomized image encryption', Multimedia Tools and Applications, 80, pp. 17983 - 18006, http://dx.doi.org/10.1007/s11042-021-10584-x

Shakiba A, 2021, 'Distributed Decision Making with S-approximation Spaces', International Journal of Uncertainty Fuzziness and Knowldege Based Systems, 29, pp. 281 - 311, http://dx.doi.org/10.1142/S021848852150013X

Meybodi MA; Hooshmandasl MR; Sharifani P; Shakiba A, 2021, 'On the k-rainbow domination in graphs with bounded tree-width', Electronic Journal of Graph Theory and Applications, 9, pp. 277 - 300, http://dx.doi.org/10.5614/ejgta.2021.9.2.4

Shakiba A, 2020, 'A novel randomized bit-level two-dimensional hyperchaotic image encryption algorithm', Multimedia Tools and Applications, 79, pp. 32575 - 32605, http://dx.doi.org/10.1007/s11042-020-09434-z

Chaboki B; Shakiba A, 2020, 'An image encryption algorithm with a novel chaotic coupled mapped lattice and chaotic image scrambling technique', Indonesian Journal of Electrical Engineering and Computer Science, 21, pp. 1103 - 1112, http://dx.doi.org/10.11591/ijeecs.v21.i2.pp1103-1112

Shakiba A; Goharshady AK; Hooshmandasl MR; Meybodi MA, 2020, 'A note on belief structures and s-approximation spaces', Iranian Journal of Mathematical Sciences and Informatics, 15, pp. 117 - 128, http://dx.doi.org/10.29252/ijmsi.15.2.117

Hashemipour M; Hooshmandasl MR; Shakiba A, 2020, 'On the outer-connected domination number for graph products', JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 41, pp. 1253 - 1267, http://dx.doi.org/10.1080/02522667.2019.1645396

Shakiba A, 2019, 'A novel randomized one-dimensional chaotic Chebyshev mapping for chosen plaintext attack secure image encryption with a novel chaotic breadth first traversal', Multimedia Tools and Applications, 78, pp. 34773 - 34799, http://dx.doi.org/10.1007/s11042-019-08071-5

Meybodi MA; Hooshmandasl MR; Sharifani P; Shakiba A, 2019, 'Domination cover number of graphs', Discrete Mathematics Algorithms and Applications, 11, http://dx.doi.org/10.1142/S1793830919500204

Hashemipour M; Hooshmandasl MR; Shakiba A, 2019, 'On the complexity of the outer-connected bondage and the outer-connected reinforcement problems', AUSTRALASIAN JOURNAL OF COMBINATORICS, 73, pp. 466 - 477

Shakiba A, 2019, 'Security analysis for chaotic maps-based mutual authentication and key agreement using smart cards for wireless networks', JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 40, pp. 725 - 750, http://dx.doi.org/10.1080/02522667.2018.1470752

Heydari MH; Mahmoudi MR; Shakiba A; Avazzadeh Z, 2018, 'Chebyshev cardinal wavelets and their application in solving nonlinear stochastic differential equations with fractional Brownian motion', Communications in Nonlinear Science and Numerical Simulation, 64, pp. 98 - 121, http://dx.doi.org/10.1016/j.cnsns.2018.04.018

Rajaati M; Hooshmandasl MR; Dinneen MJ; Shakiba A, 2018, 'On fixed-parameter tractability of the mixed domination problem for graphs with bounded tree-width', Discrete Mathematics & Theoretical Computer Science, vol. 20 no. 2, http://dx.doi.org/10.23638/dmtcs-20-2-2

Rajaati M; Hooshmandasl MR; Shakiba A; Sharifani P; Dinneen MJ, 2018, 'An efficient algorithm for Mixed domination on Generalized Series-Parallel Graphs', Algebraic structures and their applications, 5, pp. 23 - 39, http://dx.doi.org/10.29252/asta.5.1.23

Bavil Olyaei MR; Hooshmandasl MR; Dinneen MJ; Shakiba A, 2018, 'On fixed-parameter tractability of the mixed domination problem for graphs with bounded tree-width', Discrete Mathematics and Theoretical Computer Science, 20

Shakiba A; Hooshmandasl MR; Davvaz B; Shahzadeh Fazeli SA, 2017, 'S-approximation spaces: A fuzzy approach', Iranian Journal of Fuzzy Systems, 14, pp. 127 - 154

Shakiba A; Hooshmandasl MR, 2016, 'Neighborhood system S-approximation spaces and applications', Knowledge and Information Systems, 49, pp. 749 - 794, http://dx.doi.org/10.1007/s10115-015-0913-9

Shakiba A; Hooshmandasl MR, 2016, 'Data volume reduction in covering approximation spaces with respect to twenty-two types of covering based rough sets', International Journal of Approximate Reasoning, 75, pp. 13 - 38, http://dx.doi.org/10.1016/j.ijar.2016.04.002

Heydari MH; Hooshmandasl MR; Shakiba A; Cattani C, 2016, 'Legendre wavelets Galerkin method for solving nonlinear stochastic integral equations', Nonlinear Dynamics, 85, pp. 1185 - 1202, http://dx.doi.org/10.1007/s11071-016-2753-x

Shakiba A; Hooshmandasl MR; Meybodi MA, 2016, 'Cryptanalysis of multiplicative coupled cryptosystems based on the Chebyshev polynomials', International Journal of Bifurcation and Chaos, 26, http://dx.doi.org/10.1142/S0218127416501121

Shakiba A; Hooshmandasl MR; Davvaz B; Fazeli SAS, 2016, 'An intuitionistic fuzzy approach to S-approximation spaces', Journal of Intelligent and Fuzzy Systems, 30, pp. 3385 - 3397, http://dx.doi.org/10.3233/IFS-152086

Heydari MH; Hooshmandasl MR; Shakiba A; Cattani C, 2016, 'An efficient computational method based on the hat functions for solving fractional optimal control problems', TBILISI MATHEMATICAL JOURNAL, 9, pp. 143 - 157, http://dx.doi.org/10.1515/tmj-2016-0007

Shakiba A; Hooshmandasl MR, 2015, 'S-approximation spaces: A three-way decision approach', Fundamenta Informaticae, 139, pp. 307 - 328, http://dx.doi.org/10.3233/FI-2015-1236

Hooshmandasl MR; Shakiba A; Goharshady AK; Karimi A, 2014, 'S-Approximation: A New Approach to Algebraic Approximation', Journal of Discrete Mathematics, 2014, pp. 1 - 5, http://dx.doi.org/10.1155/2014/909684

Conference Papers

Shakiba A; Wright B; Moser D; Hameiri Z, 2025, 'A clustering-based approach to accurate performance loss rate estimation of solar farms', Bangkok, Thailand, presented at 36th International Photovoltaic Science and Engineering Conference, Bangkok, Thailand, 09 November 2025

Wang S; Wright B; Shakiba A; Prasad A; Vengas M; Daddo F; Tovich G; Coni R; Su D; Rodriguez J; Hameiri Z, 2025, 'Machine learning meets PVsyst: a novel digital twin framework for utility-scale PV systems', Institute of Electrical and Electronics Engineers (IEEE), Montreal, Quebec, pp. 0456 - 0456, presented at 53rd Photovoltaic Specialists Conference (PVSC), Montreal, Quebec, 08 June 2025, http://dx.doi.org/10.1109/pvsc59419.2025.11133058

Javier GM; Wright B; Shakiba A; Hameiri Z, 2025, 'Automated analysis of performance losses in solar cells using explainable artificial intelligence', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Liu G; Wright B; Shakiba A; Prasad A; Rodden P; Hameiri Z, 2025, 'Evaluating statistical degradation rate calculation methods using synthetic datasets and current-voltage measurements', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Wang S; Wright B; Shakiba A; Prasad A; Rodriguez J; Hameiri Z, 2025, 'Machine learning meets PVsyst: A novel framework to detect, classify, and forecast faults in utility-scale PV', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Shakiba A; Wright B; Moser D; Hameiri Z, 2025, 'Minimising the uncertainty in performance loss rate calculation for photovoltaic systems: A clustering-based year-on-year approach', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Abdullah-Vetter Z; Wright B; Shakiba A; Hameiri Z, 2024, 'An unsupervised learning approach to model potential induced degradation in photovoltaic modules', in Abdullah-Vetter Z (ed.), Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Wang S; Wright B; Shakiba A; Prasad A; Su D; Vengas M; Daddo F; Tovich G; Coni R; Rodrigeuz J; Hameiri Z, 2024, 'Applications of a machine learning model for real-time interpolated PVsyst simulations', in Applications of a machine learning model for real-time interpolated PVsyst simulations, Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Javier GM; Wright B; Shakiba A; Hameiri Z, 2024, 'Efficiency loss analysis in solar cells using explainable AI on I-V data and luminescence images', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Liu G; Wright B; Shakiba A; Prasad A; Rodden P; Hameiri Z, 2024, 'Evaluating statistical degradation rate calculation methods using current-voltage measurements', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Shakiba A; Prasad A; Wright B; Nourbakhsh N; Roberts M; Hameiri Z, 2024, 'Regional driving factors of degradation in Australian residential photovoltaic systems: A performance loss analysis', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Shakiba A; Prasad A; Wright B; Nourbakhsh N; Roberts M; Hameiri Z, 2024, 'Assessing degradation trends of residential photovoltaic systems and their drivers across Australia', Numazu, Japan, presented at 35th International Photovoltaic Science and Engineering Conference, Numazu, Japan, 10 November 2024

Shakiba A; Wright B; Rodriguez J; Hameiri Z, 2024, 'Variable performance loss rates at different times of the day in a utility-scale PV system', Numazu, Japan, presented at 35th International Photovoltaic Science and Engineering Conference, Numazu, Japan, 10 November 2024, http://dx.doi.org/10.26190/unsworks/30826

Shakiba A; Wright B; Hameiri Z, 2024, 'Identifying distinct performance patterns in utility-scale photovoltaic plants using an unsupervised machine learning model', Vienna, Austria, presented at 41st European Photovoltaic Solar Energy Conference and Exhibition, Vienna, Austria, 23 September 2024

Wright B; Shakiba A; SHARMA R; Hameiri Z, 2024, 'Photovoltaic module array luminescence image preprocessing: Heuristic algorithms for perspective correction and cell segmentation', Vienna, Austria, presented at 41st European Photovoltaic Solar Energy Conference and Exhibition, Vienna, Austria, 23 September 2024

Khalili S; Shakiba A, 2022, 'A face detection method via ensemble of four versions of YOLOs', in Iranian Conference on Machine Vision and Image Processing Mvip, http://dx.doi.org/10.1109/MVIP53647.2022.9738779

Meybodi MA; Goharshady AK; Hooshmandasl MR; Shakiba A, 2022, 'Optimal Mining: Maximizing Bitcoin Miners' Revenues from Transaction Fees', in Proceedings 2022 IEEE International Conference on Blockchain Blockchain 2022, pp. 266 - 273, http://dx.doi.org/10.1109/Blockchain55522.2022.00044

Shakiba A, 2018, 'Differentially private fuzzy C-means clustering algorithms for fuzzy datasets', in 2018 6th Iranian Joint Congress on Fuzzy and Intelligent Systems Cfis 2018, pp. 91 - 93, http://dx.doi.org/10.1109/CFIS.2018.8336640


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