Publications
K Gholami, S Karimi, A Rastgou, A Nazari, V Moghaddam
(2024), Vol. 116, pp. 1-16, Computers and Electrical Engineering, C1
MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification
Tanya Boone Sifuentes, Asef Nazari, Mohamed Bouadjenek, Imran Razzak
(2024), pp. 385-396, Advances in Knowledge Discovery and Data Mining, E1
Md Khan, Enayat Moallemi, Asef Nazari, Dhananjay Thiruvady, Brett Bryan
(2023), Vol. 11, Earth's Future, C1
M Malerba, J Rowley, P Macreadie, J Frazer, N Wright, N Zaidi, A Nazari, D Thiruvady, D Driscoll
(2023), Vol. 286, Biological Conservation, C1
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
A Eshragh, F Roosta, A Nazari, M Mahoney
(2022), Vol. 23, pp. 1-36, Journal of Machine Learning Research, Cambridge, Mass., C1
Applying Artificial Intelligence in Cryptocurrency Markets: A Survey
Rasoul Amirzadeh, Asef Nazari, Dhananjay Thiruvady
(2022), Vol. 15, pp. 1-26, Algorithms, Basel, Switzerland, C1
A Mask-based Output Layer for Multi-level Hierarchical Classification
T Boone-Sifuentes, M Bouadjenek, I Razzak, H Hacid, A Nazari
(2022), pp. 3833-3837, CIKM '22 : Proceedings of the 31st ACM International Conference on Information and Knowledge Management 2022, Atlanta, Ga., E1
Marine-tree: A Large-scale Marine Organisms Dataset for Hierarchical Image Classification
T Boone-Sifuentes, A Nazari, I Razzak, M Bouadjenek, A Robles-Kelly, D Ierodiaconou, E Oh
(2022), pp. 3838-3842, CIKM 2022 : Proceedings of the ACM International Conference on Information and Knowledge Management 2022 hybrid conference, Atlanta, Ga., E1
A hybrid deep-learning approach for complex biochemical named entity recognition[Formula presented]
J Liu, L Gao, S Guo, R Ding, X Huang, L Ye, Q Meng, A Nazari, D Thiruvady
(2021), Vol. 221, Knowledge-Based Systems, C1
Allocating students to industry placements using integer programming and ant colony optimisation
D Thiruvady, K Morgan, S Bedingfield, A Nazari
(2021), Vol. 14, Algorithms, C1
B Liu, J Yang, L Gao, A Nazari, D Thiruvady
(2021), Vol. 230, Knowledge-Based Systems, C1
A Khatami, A Nazari, A Khosravi, C Lim, S Nahavandi
(2020), Vol. 149, Expert Systems with Applications, C1
D Thiruvady, A Nazari, A Aleti
(2020), Vol. 13, Algorithms, C1
Cyclic flow shop robotic cell scheduling problem with multiple part types
A Elmi, A Nazari, D Thiruvady, A Durmusoglu
(2020), pp. 1-13, IEEE transactions on engineering management, Piscataway, N.J., C1
Convolutional neural network for medical image classification using wavelet features
Amin Khatami, Asef Nazari, Amin Beheshti, Thanh Nguyen, Saeid Nahavandi, Jerzy Zieba
(2020), pp. 1-8, IJCNN 2020 : Proceedings of the 2020 International Joint Conference on Neural Networks, Online from Glasgow, Scotland, E1
An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups
Dhananjay Thiruvady, Asef Nazari, Atabak Elmi
(2020), pp. 1-8, CEC 2020 : Proceedings from the IEEE Congress on Evolutionary Computation, Online from Glasgow, Scotland, E1
Minimising Cycle Time in Assembly Lines: A Novel Ant Colony Optimisation Approach
Dhananjay Thiruvady, Atabak Elmi, Asef Nazari, Jean Schneider
(2020), Vol. 12576, pp. 125-137, AI 2020 : Proceeding of the 33rd Australasian Joint Conference on Artificial Intelligence and Advances in Artificial Intelligence 2020, Online from Canberra, A.C.T., E1
Simulated Annealing for Single and Mixed Model Assembly Line Balancing with Setups
Asef Nazari, Dhananjay Thiruvady, Atabak Elmi, Jean-Guy Schneider
(2020), pp. 2762-2769, SSCI 2020 : Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, Canberra, Australian Capital Territory, E1
Max-Variance Convolutional Neural Network Model Compression
Tanya Boone Sifuentes, Antonio Robles-Kelly, Asef Nazari
(2020), pp. 1-6, DICTA 2020 : Proceedings of the Digital Image Computing: Techniques and Applications Conference, Melbourne, Victoria, E1
A GA-based pruning fully connected network for tuned connections in deep networks
A Khatami, P Kebria, S Jalali, A Khosravi, A Nazari, M Shamszadeh, T Nguyen, S Nahavandi
(2019), pp. 3492-3497, IEEE SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man, and Cybernetics, Bari, Italy, E1
A Robles-Kelly, A Nazari
(2019), pp. 1-6, DICTA 2019 : Proceedings of the 2019 Digital Image Computing Techniques and Applications International Conference, Perth, W.A., E1
A radon-based convolutional neural network for medical image retrieval
A Khatami, M Babaie, H Tizhoosh, Asef Nazari, A Khosravi, S Nahavandi
(2018), Vol. 31, pp. 910-915, International journal of engineering, Tehran, Iran, C1
A Nazari, D Thiruvady, A Aleti, I Moser
(2016), Vol. 67, pp. 1050-1060, Journal of the operational research society, Basingstoke, Eng., C1-1
Australian electricity market and price volatility
J Boland, J Filar, G Mohammadian, A Nazari
(2016), Vol. 241, pp. 357-372, Annals of operations research, Cham, Switzerland, C1-1
Combined aggregation and column generation for land-use trade-off optimisation
A Nazari, A Ernst, S Dunstall, B Bryan, J Connor, M Nolan, F Stock
(2015), Vol. 448, pp. 455-466, ISESS 2015 : Proceedings of the 11th IFIPWG 5.11 International Symposium, International Symposium on Environmental Software Systems 2015, Melbourne, Vic., E1-1
An integrated model of land-use trade-offs and expanding agricultural processing centres
A Nazari, S Penazzi, A Ernst, S Dunstall, B Bryan, J Connor, M Nolan
(2015), pp. 1219-1225, MODSIM2015 : Proceedings of the 21st International Congress on Modelling and Simulation, Gold Coast, Qld., E1-1
Using optimisation to suggest alternative supply chains in the context of industrial symbiosis
F Stock, S Dunstall, M Ayre, A Ernst, A Nazari, D Thiruvady, S King
(2015), pp. 1766-1772, MODSIM2015 : Proceedings of the 21st International Congress on Modelling and Simulation, Gold Coast, Queensland, E1-1
Constraint programming and ant colony system for the component deployment problem
D Thiruvady, I Moser, A Aleti, A Nazari
(2014), Vol. 29, pp. 1937-1947, ICCS 2014 : Big data meets computational science : Proceedings of the International Conference on Computational Science, Cairns, Qld., E1-1
Container packing problem for stochastic inventory and optimal ordering through integer programming
Asef Nazari, Simon Dunstall, Andreas Ernst
(2013), pp. 57-63, MODSIM2013 : Adapting to change: the multiple roles of modelling : Proceedings of the 20th International Congress on Modelling and Simulation, Adelaide, S. Aust., E1-1
A Projection-Adapted Cross Entropy (PACE) method for transmission network planning
Ali Eshragh, Jerzy Filar, Asef Nazar
(2011), Vol. 2, pp. 189-208, Energy Systems, Berlin, Germany, C1-1
A generalized subgradient method with piecewise linear subproblem
A Bagirov, A Nazari Ganjehlou, H Tor, J Ugon
(2010), Vol. 17, pp. 621-638, Dynamics of continuous, discrete and impulsive systems series B: applications and algorithms, Waterloo, Canada, C1-1
A quasisecant method for minimizing nonsmooth functions
A Bagirov, A Ganjehlou
(2010), Vol. 25, pp. 3-18, Optimization Methods and Software, London, Eng., C1-1
A note on price volatility in the Australian electricity market
Celia Conticini, Jerzy Filar, Asef Nazari Ganjehlou
(2009), Vol. 51, pp. 730-746, ANZIAM Journal, Canberra, A.C.T., C1-1
An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization
A Bagirov, A Ganjehlou
(2008), Vol. 67, pp. 187-206, Mathematical Methods of Operations Research, London, Eng., C1-1
Fitting burr XII distribution to continuous positive data using hybrid search method
S Ahmad, A Nazari, M Abdollahian, P Zeephongsekul
(2008), pp. 546-552, IKE 2008 : Proceedings of the 2008 International Conference of Information and Knowledge Engineering, Las Vegas, Nevada, E1-1
Funded Projects at Deakin
Other Public Sector Funding
Local SDGs: A general framework for charting pathways to sustainability to future-proof local communities
Prof Brett Bryan, Prof Rebecca Lester, Prof Euan Ritchie, A/Prof Kelly Miller, A/Prof Robert Faggian, Prof Emily Nicholson, Dr Asef Nazari, Dr Don Gunasekera, A/Prof Timothy Neale, Dr Michalis Hadjikakou
NCCMA Grant - Research - North Central Catchment Management Authority
- 2019: $15,000
Industry and Other Funding
Local SDGs: A general framework for charting pathways to sustainability to future-proof local communities
Prof Brett Bryan, Prof Rebecca Lester, Prof Euan Ritchie, A/Prof Kelly Miller, A/Prof Robert Faggian, Prof Emily Nicholson, Dr Asef Nazari, Dr Don Gunasekera, A/Prof Timothy Neale, Dr Michalis Hadjikakou
Ian Potter Foundation Grant - Research, Forrest District Community Group
- 2020: $190,000
- 2019: $205,909
- 2018: $195,000
Land use futures modelling.
Prof Brett Bryan, Dr Michalis Hadjikakou, Dr Asef Nazari, Dr Dhananjay Thiruvady
Monash University t / as ClimateWorks
- 2021: $250,000
- 2020: $475,000
- 2019: $475,000
Supervisions
No completed student supervisions to report