Dr Asef Nazari

STAFF PROFILE

Position

Senior Lecturer in Mathematics

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Contact

asef.nazari@deakin.edu.au
+61 3 522 78674

Publications

Filter by

2020

A weight perturbation-based regularisation technique for convolutional neural networks and the application in medical imaging

Seyedamin Khatami, Asef Nazari, Abbas Khosravi, Chee Lim, Saeid Nahavandi

(2020), Vol. 149, pp. 1-8, Expert systems with applications, Amsterdam, The Netherlands, C1

journal article

Multi-Objective Beam-ACO for Maximising Reliability and Minimising Communication Overhead in the Component Deployment Problem

Dhananjay Thiruvady, Asef Nazari, Aldeida Aleti

(2020), Vol. 13, pp. 1-19, Algorithms, Basel, Switzerland, C1

journal article

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

conference

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

conference
2019

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

conference

Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training

Antonio Robles-Kelly, Asef Nazari

(2019), pp. 149-154, 2019 Digital Image Computing: Techniques and Applications (DICTA), Perth, Australia, E1

conference
2018

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

journal article
2016

A mixed integer linear programming model for reliability optimisation in the component deployment problem

A Nazari, D Thiruvady, A Aleti, I Moser

(2016), Vol. 67, pp. 1050-1060, Journal of the operational research society, Basingstoke, Eng., C1-1

journal article

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

journal article
2015

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

conference

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

conference

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

conference
2014

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

conference
2013

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

conference
2011

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

journal article
2010

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

journal article

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

journal article
2009

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

journal article
2008

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

journal article

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

conference

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, A/Prof Rebecca Lester, A/Prof Euan Ritchie, A/Prof Kelly Miller, Dr Robert Faggian, A/Prof Emily Nicholson, Dr Asef Nazari, Dr Don Gunasekera, Dr Timothy Neale, Dr Michalis Hadjikakou

  • 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, A/Prof Rebecca Lester, A/Prof Euan Ritchie, A/Prof Kelly Miller, Dr Robert Faggian, A/Prof Emily Nicholson, Dr Asef Nazari, Dr Don Gunasekera, Dr Timothy Neale, Dr Michalis Hadjikakou

  • 2019: $205,909
  • 2018: $195,000

Land use futures modelling.

Prof Brett Bryan, Dr Michalis Hadjikakou, Dr Asef Nazari, Dr Dhananjay Thiruvady

  • 2019: $475,000

Supervisions

No completed student supervisions to report