Dr Dhananjay Thiruvady

STAFF PROFILE

Position

Senior Lecturer, IT Industry Projects

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

Publications

Filter by

2021

Artificial intelligence and the transformation of digital education: robotics, student skills, and learning analytics

Nicholas Patterson, Dhananjay Thiruvady, Guy Wood-Bradley

(2021), pp. 24-41, Handbook of research on management and strategies for digital enterprise transformation, Hershey, Pa., B1

book chapter

The Maximum Happy Induced Subgraph Problem: Bounds and Algorithms

R Lewis, D Thiruvady, K Morgan

(2021), Vol. 126, pp. 1-15, Computers and Operations Research, Amsterdam, The Netherlands, C1

journal article

A genetic programming approach for evolving variable selectors in constraint programming

S Nguyen, D Thiruvady, M Zhang, K Tan

(2021), pp. 1-16, IEEE transactions on evolutionary computation, Piscataway, N.J., C1

journal article

Automated design of multipass heuristics for resource-constrained job scheduling with self-competitive genetic programming

Su Nguyen, Dhananjay Thiruvady, Mengjie Zhang, Damminda Alahakoon

(2021), pp. 1-14, IEEE transactions on cybernetics, Piscataway, N.J., C1

journal article

A hybrid deep-learning approach for complex biochemical named entity recognition

Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay Thiruvady

(2021), pp. 1-23, Knowledge-based systems, Amsterdam, The Netherlands, C1

journal article
2020

Tackling the maximum happy vertices problem in large networks

D Thiruvady, R Lewis, K Morgan

(2020), pp. 1-21, 4OR, Berlin, Germany, C1

journal article

The Challenges of Leveraging Threat Intelligence to Stop Data Breaches

Amani Ibrahim, Dhananjay Thiruvady, Jean-Guy Schneider, Mohamed Abdelrazek

(2020), Vol. 2, pp. 1-11, Frontiers in Computer Science, Lausanne, Switzerland, 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

Solution merging in Matheuristics for resource constrained job scheduling

Dhananjay Thiruvady, Christian Blum, Andreas Ernst

(2020), Vol. 13, Algorithms, Basel, Switzerland, C1

journal article

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

journal article

Just-in-time batch scheduling subject to batch size

Sergey Polyakovskiy, Dhananjay Thiruvady, Rym M'Hallah

(2020), pp. 228-235, GECCO 2020 : Proceedings of the 2020 Genetic and Evolutionary Computation Conference, Cancun, Mexico, 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

Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling

Su Nguyen, Dhananjay Thiruvady

(2020), pp. 1-8, CEC 2020 : Proceedings from the IEEE Congress on Evolutionary Computation, Online from Glasgow, Scotland, E1

conference

Authentic Individual Assessment for Team-based Software Engineering Projects

Laura Tubino Larizbeascoa, Andrew Cain, Jean Schneider, Dhananjay Thiruvady, Thotage Fernando

(2020), pp. 1-11, ICSE 2020 : Proceedings of the 42nd International Conference on Software Engineering, Online from Seoul, South Korea, E1

conference

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

conference

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

conference

Minimizing Total Clinical Deterioration in Operating Theatres

Mobina Mashkani, Hanyu Gu, Dhananjay Thiruvady, Andreas Ernst

(2020), pp. 2373-2380, SSCI 2020 : Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, Canberra, Australian Capital Territory, E1

conference
2019

Finding happiness: an analysis of the maximum happy vertices problem

R Lewis, D Thiruvady, K Morgan

(2019), Vol. 103, pp. 265-276, Computers and operations research, Amsterdam, The Netherlands, C1

journal article

A hybrid differential evolution algorithm with column generation for resource constrained job scheduling

S Nguyen, D Thiruvady, A Ernst, D Alahakoon

(2019), Vol. 109, pp. 273-287, Computers and operations research, Amsterdam, The Netherlands, C1-1

journal article

Large neighbourhood search based on mixed integer programming and ant colony optimisation for car sequencing

D Thiruvady, K Morgan, A Amir, A Ernst

(2019), International journal of production research, Abingdon, Eng., C1

journal article

Maximising the net present value of project schedules using CMSA and parallel ACO

D Thiruvady, C Blum, A Ernst

(2019), Vol. 11299, pp. 16-30, HM 2019 : Proceedings of the 11 International Workshop on Hybrid Metaheuristics, Concepción, Chile, E1-1

conference

A biased random key genetic algorithm with rollout evaluations for the resource constraint job scheduling problem

C Blum, D Thiruvady, A Ernst, M Horn, G Raidl

(2019), Vol. 11919, pp. 549-560, AI 2019: Advances in artificial intelligence : Proceedings of the 32nd Australasian Joint Conference on Artificial Intelligence 2019, Adelaide, S. Aust., E1

conference
2018

Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling

Su Nguyen, Dhananjay Thiruvady, Andreas Ernst, Damminda Alahakoon

(2018), pp. 1167-1174, GECCO '18 : Proceedings of the Genetic and Evolutionary Computation Conference, Kyoto, Japan, E1-1

conference
2017

Resource constrained job scheduling with parallel constraint-based ACO

Dror Cohen, Antonio Gómez-Iglesias, Dhananjay Thiruvady, Andreas Ernst

(2017), Vol. 10142, pp. 266-278, ACALCI 2017 : Third Australasian Conference on Artificial Life and Computational Intelligence, Geelong, Victoria, E1-1

conference

Towards solving large-scale precedence constrained production scheduling problems in mining

Angus Kenny, Xiaodong Li, Andreas Ernst, Dhananjay Thiruvady

(2017), pp. 1137-1144, GECCO '17 : Proceedings of the Genetic and Evolutionary Computation Conference, Berlin, Germany, E1-1

conference
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

Parallel ant colony optimization for resource constrained job scheduling

Dhananjay Thiruvady, Andreas Ernst, Gaurav Singh

(2016), Vol. 242, pp. 355-372, Annals of operations research, New York, N.Y., C1-1

journal article
2015

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

A lagrangian relaxation and ACO hybrid for resource constrained project scheduling with discounted cash flows

D Thiruvady, M Wallace, H Gu, A Schutt

(2014), Vol. 20, pp. 643-676, Journal of heuristics, New York, N.Y., C1-1

journal article

A Lagrangian-ACO matheuristic for car sequencing

D Thiruvady, A Ernst, M Wallace

(2014), Vol. 2, pp. 279-296, EURO journal on computational optimization, Berlin, Germany, C1-1

journal article

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

A parallel Lagrangian-ACO heuristic for project scheduling

O Brent, D Thiruvady, A Gómez-Iglesias, R García-Flores

(2014), pp. 2985-2991, IEEE CEC 2014 : Proceedings of the 2014 IEEE Congress on Evolutionary Computation, Beijing, China, E1-1

conference

Hybrids of integer programming and ACO for resource constrained job scheduling

D Thiruvady, G Singh, A Ernst

(2014), Vol. 8457, pp. 130-144, HM 2014 : Proceedings of the 9th International Workshop on Hybrid Metaheuristics, Hamburg, Germany, E1-1

conference
2013

Constraint-based ACO for a shared resource constrained scheduling problem

D Thiruvady, G Singh, A Ernst, B Meyer

(2013), Vol. 141, pp. 230-242, International journal of production economics, Amsterdam, The Netherlands, C1-1

journal article
2011

Car sequencing with constraint-based ACO

D Thiruvady, B Meyer, A Ernst

(2011), pp. 163-170, GECCO 2011 : Genetic and Evolutionary Computation Conference : July 12-16, 2011, Dublin, Ireland., Dublin, Ireland, E1-1

conference
2009

Hybridizing Beam-ACO with constraint programming for single machine job scheduling

D Thiruvady, C Blum, B Meyer, A Ernst

(2009), Vol. 5818, pp. 30-44, HM 2009 : Hybrid Metaheuristics : 6th International Workshop, HM 2009, Udine, Italy, October 16-17, 2009. Proceedings, Udine, Italy, E1-1

conference

Beam-ACO based on stochastic sampling for makespan optimization concerning the TSP with time windows

M López-Ibáñez, C Blum, D Thiruvady, A Ernst, B Meyer

(2009), Vol. 5482, pp. 97-108, Evolutionary computation in combinatorial optimization : 9th European Conference, EvoCOP 2009, Tübingen, Germany, April 15-17, 2009 ; proceedings, Tübingen, Germany, E1-1

conference
2008

Strip packing with hybrid ACO: placement order is learnable

D Thiruvady, B Meyer, A Ernst

(2008), pp. 1207-1213, CEC 2008 : Proceedings of the 2008 IEEE Congress on Evolutionary Computation, Hong Kong, China, E1-1

conference
2007

Functional connectivity of the prefrontal cortex in Huntington's disease

D Thiruvady, N Georgiou-Karistianis, G Egan, S Ray, A Sritharan, M Farrow, A Churchyard, P Chua, J Bradshaw, T Brawn, R Cunnington

(2007), Vol. 78, pp. 127-133, Journal of neurology, neurosurgery and psychiatry, London, Eng., C1-1

journal article

Increased cortical recruitment in Huntington's disease using a Simon task

N Georgiou-Karistianis, A Sritharan, M Farrow, R Cunnington, J Stout, J Bradshaw, A Churchyard, T Brawn, P Chua, E Chiu, D Thiruvady, G Egan

(2007), Vol. 45, pp. 1791-1800, Neuropsychologia, Amsterdam, The Netherlands, C1-1

journal article
2004

Mining negative rules using GRD

D Thiruvady, G Webb

(2004), Vol. 3056, pp. 161-165, Advances in knowledge discovery and data mining : 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004 : proceedings, Sydney, N.S.W., E1-1

conference

Funded Projects at Deakin

Industry and Other Funding

Land use futures modelling.

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

  • 2020: $475,000
  • 2019: $475,000

Supervisions

No completed student supervisions to report