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ORCIDDhananjay R. Thiruvady
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2020 – today
- 2024
[j28]Yuan Sun
, Samuel Esler, Dhananjay R. Thiruvady, Andreas T. Ernst, Xiaodong Li, Kerri Morgan:
Instance space analysis for the car sequencing problem. Ann. Oper. Res. 341(1): 41-69 (2024)- [j27]Dhananjay R. Thiruvady, Su Nguyen, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li:
Adaptive population-based simulated annealing for resource constrained job scheduling with uncertainty. Int. J. Prod. Res. 62(17): 6227-6250 (2024) - [j26]Yuan Sun, Su Nguyen, Dhananjay R. Thiruvady, Xiaodong Li, Andreas T. Ernst, Uwe Aickelin:
Enhancing constraint programming via supervised learning for job shop scheduling. Knowl. Based Syst. 293: 111698 (2024) - [c26]Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Tsz-Kwan Lee, Thanh Thi Nguyen, Asef Nazari, Dhananjay R. Thiruvady:
Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification. CIKM 2024: 5370-5374 - [c25]Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang:
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. GECCO 2024 - [c24]Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek, Asef Nazari, Dhananjay R. Thiruvady:
MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification. IJCNN 2024: 1-8 - [i12]Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang:
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. CoRR abs/2402.00459 (2024) - [i11]Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari, Rhyd Lewis:
Soft happy colourings and community structure of networks. CoRR abs/2405.15663 (2024) - [i10]Christine Dewi, Dhananjay R. Thiruvady, Nayyar Zaidi:
Fruit Classification System with Deep Learning and Neural Architecture Search. CoRR abs/2406.01869 (2024) - [i9]Alireza Mohammadi, Keshav Sood, Dhananjay R. Thiruvady, Asef Nazari:
Securing Voice Authentication Applications Against Targeted Data Poisoning. CoRR abs/2406.17277 (2024) - 2023
- [j25]Mobina Mashkani, Andreas T. Ernst, Dhananjay R. Thiruvady, Hanyu Gu:
Minimizing patients total clinical condition deterioration in operating theatre departments. Ann. Oper. Res. 328(1): 821-857 (2023) - [j24]Mahdyeh Shiri, Fardin Ahmadizar, Dhananjay R. Thiruvady, Hamid Farvaresh:
A sustainable and efficient home health care network design model under uncertainty. Expert Syst. Appl. 211: 118185 (2023) - [j23]Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady, Antonio Robles-Kelly:
Deterministic sampling in heterogeneous graph neural networks. Pattern Recognit. Lett. 172: 74-81 (2023) - [c23]Anuroop Gaddam, Nagender Kumar Suryadevara, Dhananjay R. Thiruvady:
Early Detection Framework for Gait Disorders Using an IoT LiDAR-Based Monitoring System in Outdoor Spaces. ICST 2023: 1-6 - [i8]Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee:
Modelling Determinants of Cryptocurrency Prices: A Bayesian Network Approach. CoRR abs/2303.16148 (2023) - [i7]Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee:
Causal Feature Engineering of Price Directions of Cryptocurrencies using Dynamic Bayesian Networks. CoRR abs/2306.08157 (2023) - [i6]Rasoul Amirzadeh, Dhananjay R. Thiruvady, Asef Nazari, Mong-Shan Ee:
A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading. CoRR abs/2310.09462 (2023) - 2022
- [j22]Atabak Elmi, Dhananjay R. Thiruvady, Andreas T. Ernst:
Blocking Cyclic Job-Shop Scheduling Problems. Algorithms 15(10): 375 (2022) - [j21]Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady:
Applying Artificial Intelligence in Cryptocurrency Markets: A Survey. Algorithms 15(11): 428 (2022) - [j20]Dhananjay R. Thiruvady, Su Nguyen, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li:
Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty. Swarm Evol. Comput. 69: 101029 (2022) - [j19]Dhananjay R. Thiruvady, Rhyd Lewis:
Recombinative approaches for the maximum happy vertices problem. Swarm Evol. Comput. 75: 101188 (2022) - [j18]Su Nguyen, Dhananjay R. Thiruvady, Mengjie Zhang, Damminda Alahakoon:
Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming. IEEE Trans. Cybern. 52(9): 8603-8616 (2022) - [j17]Atabak Elmi, Asef Nazari, Dhananjay R. Thiruvady, Alptekin Durmusoglu:
Cyclic Flow Shop Robotic Cell Scheduling Problem With Multiple Part Types. IEEE Trans. Engineering Management 69(6): 3240-3252 (2022) - [i5]Dhananjay R. Thiruvady, Su Nguyen, Christian Blum, Andreas T. Ernst:
An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules. CoRR abs/2210.11260 (2022) - [i4]Dhananjay R. Thiruvady, Su Nguyen, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li:
Adaptive Population-based Simulated Annealing for Uncertain Resource Constrained Job Scheduling. CoRR abs/2210.17036 (2022) - [i3]Yuan Sun, Su Nguyen, Dhananjay R. Thiruvady, Xiaodong Li, Andreas T. Ernst, Uwe Aickelin:
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling. CoRR abs/2211.14492 (2022) - 2021
- [j16]Dhananjay R. Thiruvady, Kerri Morgan, Susan E. Bedingfield, Asef Nazari:
Allocating Students to Industry Placements Using Integer Programming and Ant Colony Optimisation. Algorithms 14(8): 219 (2021) - [j15]Rhyd Lewis, Dhananjay R. Thiruvady, Kerri Morgan:
The maximum happy induced subgraph problem: Bounds and algorithms. Comput. Oper. Res. 126: 105114 (2021) - [j14]Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay R. Thiruvady:
A hybrid deep-learning approach for complex biochemical named entity recognition. Knowl. Based Syst. 221: 106958 (2021) - [j13]Bao Liu, Jinying Yang, Lei Gao, Asef Nazari, Dhananjay R. Thiruvady:
Bio-inspired heuristic dynamic programming for high-precision real-time flow control in a multi-tributary river system. Knowl. Based Syst. 230: 107381 (2021) - [j12]Su Nguyen, Dhananjay Raghavan Thiruvady, Mengjie Zhang, Kay Chen Tan:
A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming. IEEE Trans. Evol. Comput. 25(3): 492-507 (2021) - [c22]Laura Tubino, Jean-Guy Schneider, Andrew Cain, Dhananjay R. Thiruvady, Chathu Ranaweera:
Reforming Assessment: Challenges Beyond Design. ICSE (SEET) 2021: 78-88 - 2020
- [j11]Dhananjay R. Thiruvady, Rhyd Lewis, Kerri Morgan:
Tackling the maximum happy vertices problem in large networks. 4OR 18(4): 507-527 (2020) - [j10]Dhananjay R. Thiruvady, Asef Nazari, Aldeida Aleti:
Multi-objective Beam-ACO for Maximising Reliability and Minimising Communication Overhead in the Component Deployment Problem. Algorithms 13(10): 252 (2020) - [j9]Dhananjay R. Thiruvady, Christian Blum, Andreas T. Ernst:
Solution Merging in Matheuristics for Resource Constrained Job Scheduling. Algorithms 13(10): 256 (2020) - [j8]Amani S. Ibrahim, Dhananjay R. Thiruvady, Jean-Guy Schneider, Mohamed Abdelrazek:
The Challenges of Leveraging Threat Intelligence to Stop Data Breaches. Frontiers Comput. Sci. 2: 36 (2020) - [j7]Dhananjay R. Thiruvady, Kerri Morgan, Amiza Amir, Andreas T. Ernst:
Large neighbourhood search based on mixed integer programming and ant colony optimisation for car sequencing. Int. J. Prod. Res. 58(9): 2696-2711 (2020) - [c21]Dhananjay R. Thiruvady, Atabak Elmi, Asef Nazari, Jean-Guy Schneider:
Minimising Cycle Time in Assembly Lines: A Novel Ant Colony Optimisation Approach. Australasian Conference on Artificial Intelligence 2020: 125-137 - [c20]Su Nguyen, Dhananjay R. Thiruvady:
Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling. CEC 2020: 1-8 - [c19]Dhananjay R. Thiruvady, Asef Nazari, Atabak Elmi:
An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups. CEC 2020: 1-8 - [c18]Sergey Polyakovskiy, Dhananjay R. Thiruvady, Rym M'Hallah:
Just-in-time batch scheduling subject to batch size. GECCO 2020: 228-235 - [c17]Laura Tubino, Andrew Cain, Jean-Guy Schneider, Dhananjay R. Thiruvady, Niroshinie Fernando:
Authentic individual assessment for team-based software engineering projects. ICSE (SEET) 2020: 71-81 - [c16]Mobina Mashkani, Hanyu Gu, Dhananjay R. Thiruvady, Andreas T. Ernst:
Minimizing Total Clinical Deterioration in Operating Theatres. SSCI 2020: 2373-2380 - [c15]Asef Nazari, Dhananjay R. Thiruvady, Atabak Elmi, Jean-Guy Schneider:
Simulated Annealing for Single and Mixed Model Assembly Line Balancing with Setups. SSCI 2020: 2762-2769 - [c14]Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady, Antonio Robles-Kelly:
Augmenting Graph Convolutional Neural Networks with Highpass Filters. S+SSPR 2020: 77-86 - [i2]Yuan Sun, Samuel Esler, Dhananjay R. Thiruvady, Andreas T. Ernst, Xiaodong Li, Kerri Morgan:
Instance Space Analysis for the Car Sequencing Problem. CoRR abs/2012.10053 (2020) - [i1]Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay R. Thiruvady:
A hybrid deep-learning approach for complex biochemical named entity recognition. CoRR abs/2012.10824 (2020)
2010 – 2019
- 2019
- [j6]Rhyd Lewis, Dhananjay R. Thiruvady, Kerri Morgan:
Finding happiness: An analysis of the maximum happy vertices problem. Comput. Oper. Res. 103: 265-276 (2019) - [j5]Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon:
A hybrid differential evolution algorithm with column generation for resource constrained job scheduling. Comput. Oper. Res. 109: 273-287 (2019) - [c13]Christian Blum, Dhananjay R. Thiruvady, Andreas T. Ernst, Matthias Horn, Günther R. Raidl:
A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling Problem. Australasian Conference on Artificial Intelligence 2019: 549-560 - [c12]Dhananjay R. Thiruvady, Christian Blum, Andreas T. Ernst:
Maximising the Net Present Value of Project Schedules Using CMSA and Parallel ACO. HM 2019: 16-30 - 2018
- [c11]Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon:
Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling. GECCO 2018: 1167-1174 - 2017
- [c10]Dror Cohen, Antonio Gómez-Iglesias, Dhananjay R. Thiruvady, Andreas T. Ernst:
Resource Constrained Job Scheduling with Parallel Constraint-Based ACO. ACALCI 2017: 266-278 - [c9]Angus Kenny, Xiaodong Li, Andreas T. Ernst, Dhananjay R. Thiruvady:
Towards solving large-scale precedence constrained production scheduling problems in mining. GECCO 2017: 1137-1144 - 2016
- [j4]Dhananjay R. Thiruvady, Andreas T. Ernst, Gaurav Singh:
Parallel ant colony optimization for resource constrained job scheduling. Ann. Oper. Res. 242(2): 355-372 (2016) - [j3]Asef Nazari, Dhananjay R. Thiruvady, Aldeida Aleti, Irene Moser:
A mixed integer linear programming model for reliability optimisation in the component deployment problem. J. Oper. Res. Soc. 67(8): 1050-1060 (2016) - 2014
- [j2]Dhananjay R. Thiruvady, Andreas T. Ernst, Mark Wallace:
A Lagrangian-ACO matheuristic for car sequencing. EURO J. Comput. Optim. 2(4): 279-296 (2014) - [j1]Dhananjay R. Thiruvady, Mark Wallace, Hanyu Gu, Andreas Schutt:
A Lagrangian relaxation and ACO hybrid for resource constrained project scheduling with discounted cash flows. J. Heuristics 20(6): 643-676 (2014) - [c8]Oswyn Brent, Dhananjay R. Thiruvady, Antonio Gómez-Iglesias, Rodolfo García-Flores:
A parallel Lagrangian-ACO heuristic for project scheduling. IEEE Congress on Evolutionary Computation 2014: 2985-2991 - [c7]Dhananjay R. Thiruvady, Gaurav Singh, Andreas T. Ernst:
Hybrids of Integer Programming and ACO for Resource Constrained Job Scheduling. Hybrid Metaheuristics 2014: 130-144 - [c6]Dhananjay R. Thiruvady, Irene Moser, Aldeida Aleti, Asef Nazari:
Constraint Programming and Ant Colony System for the Component Deployment Problem. ICCS 2014: 1937-1947 - 2011
- [c5]Dhananjay Raghavan Thiruvady, Bernd Meyer, Andreas T. Ernst:
Car sequencing with constraint-based ACO. GECCO 2011: 163-170
2000 – 2009
- 2009
- [c4]Manuel López-Ibáñez, Christian Blum, Dhananjay R. Thiruvady, Andreas T. Ernst, Bernd Meyer:
Beam-ACO Based on Stochastic Sampling for Makespan Optimization Concerning the TSP with Time Windows. EvoCOP 2009: 97-108 - [c3]Dhananjay R. Thiruvady, Christian Blum, Bernd Meyer, Andreas T. Ernst:
Hybridizing Beam-ACO with Constraint Programming for Single Machine Job Scheduling. Hybrid Metaheuristics 2009: 30-44 - 2008
- [c2]Dhananjay R. Thiruvady, Bernd Meyer, Andreas T. Ernst:
Strip packing with hybrid ACO: Placement order is learnable. IEEE Congress on Evolutionary Computation 2008: 1207-1213 - 2004
- [c1]Dhananjay R. Thiruvady, Geoffrey I. Webb:
Mining Negative Rules Using GRD. PAKDD 2004: 161-165
Coauthor Index
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