Dhananjay R. Thiruvady

80 papers A 8B 7Misc 1Journal 53Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A sustainable multi-period hub location problem with uncertain flows and capacity: A hybrid solution approach using interval type-II fuzzy approximation.
Eng. Appl. Artif. Intell.
Zahra Shakeri, Asef Nazari, Mohadese Ghasemi, Dhananjay R. Thiruvady, Reza Shahabi-Shahmiri, Mohammad Ghasemi
2026 J jnl
ALFA: A Safe-by-Design Approach to Mitigate Quishing Attacks Launched via Fancy QR Codes.
CoRR
Muhammad Wahid Akram, Keshav Sood, Muneeb Ul Hassan, Dhananjay R. Thiruvady
2026 J jnl
An Intelligent Hybrid Cross-Entropy System for Maximising Network Homophily via Soft Happy Colouring.
CoRR
Mohammad Hadi Shekarriz, Asef Nazari, Dhananjay R. Thiruvady
2026 J jnl
Knowledge-guided object detection via Bayesian networks and knowledge graphs (KGBNCNet).
Expert Syst. Appl.
Christine Dewi, Rasoul Amirzadeh, Dhananjay R. Thiruvady, Nayyar Zaidi
2026 J jnl
Multiobjective Model Predictive Control for Residential Demand Response Management Under Uncertainty.
CoRR
Guan-Ting Lin, Wei-Yu Chiu, Chien-Feng Wu, Asef Nazari, Dhananjay R. Thiruvady
2025 J jnl
Bayesian Network Fusion of Large Language Models for Sentiment Analysis.
CoRR
Rasoul Amirzadeh, Dhananjay R. Thiruvady, Fatemeh Shiri
2025 J jnl
Dynamic evolution of causal relationships among cryptocurrencies: an analysis via Bayesian networks.
Knowl. Inf. Syst.
Rasoul Amirzadeh, Dhananjay R. Thiruvady, Asef Nazari, Mong-Shan Ee
2025 J jnl
Enhancing Soft Happiness via Evolutionary Algorithms.
CoRR
Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari
2025 J jnl
Graph neural network using unrolled ARMA recursions.
J. Frankl. Inst.
Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady
2025 J jnl
Local Search Improvements for Soft Happy Colouring.
CoRR
Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari, Wilfried Imrich
2025 J jnl
Mitigating Backdoor Triggered and Targeted Data Poisoning Attacks in Voice Authentication Systems.
CoRR
Alireza Mohammadi, Keshav Sood, Dhananjay R. Thiruvady, Asef Nazari
2025 J jnl
Physics-Guided Deepfake Detection for Voice Authentication Systems.
CoRR
Alireza Mohammadi, Keshav Sood, Dhananjay R. Thiruvady, Asef Nazari
2025 J jnl
Securing Voice Authentication Applications Against Targeted Data Poisoning.
IEEE Internet Comput.
Alireza Mohammadi, Keshav Sood, Asef Nazari, Dhananjay R. Thiruvady
2025 J jnl
Soft happy colourings and community structure of networks.
Comput. Oper. Res.
Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari, Rhyd Lewis
2024 J jnl
Adaptive population-based simulated annealing for resource constrained job scheduling with uncertainty.
Int. J. Prod. Res.
Dhananjay R. Thiruvady, Su Nguyen, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li
2024 A conf
Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification.
CIKM
Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Tsz-Kwan Lee, Thanh Thi Nguyen, Asef Nazari, Dhananjay R. Thiruvady
2024 A conf
Enhancing Elderly Care: Indoor Detection of ADL and Gait Disorders with IoT and LiDAR.
ICST
Anuroop Gaddam, Shreyas Nair, Muhammad Zeeshan Khan, Dhananjay R. Thiruvady
2024 J jnl
Enhancing constraint programming via supervised learning for job shop scheduling.
Knowl. Based Syst.
Yuan Sun, Su Nguyen, Dhananjay R. Thiruvady, Xiaodong Li, Andreas T. Ernst, Uwe Aickelin
2024 J jnl
Fruit Classification System with Deep Learning and Neural Architecture Search.
CoRR
Christine Dewi, Dhananjay R. Thiruvady, Nayyar Zaidi
2024 A conf
Genetic-based Constraint Programming for Resource Constrained Job Scheduling.
GECCO
Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang
2024 J jnl
Genetic-based Constraint Programming for Resource Constrained Job Scheduling.
CoRR
Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang
2024 J jnl
Instance space analysis for the car sequencing problem.
Ann. Oper. Res.
Yuan Sun, Samuel Esler, Dhananjay R. Thiruvady, Andreas T. Ernst, Xiaodong Li, Kerri Morgan
2024 B conf
MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification.
IJCNN
Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek, Asef Nazari, Dhananjay R. Thiruvady
2024 J jnl
Securing Voice Authentication Applications Against Targeted Data Poisoning.
CoRR
Alireza Mohammadi, Keshav Sood, Dhananjay R. Thiruvady, Asef Nazari
2024 J jnl
Soft happy colourings and community structure of networks.
CoRR
Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari, Rhyd Lewis
2024 A conf
Swim VQA: A Multimodal Approach to Drowning Detection by Fusing VQA and LiDAR.
ICST
Muhammad Zeeshan Khan, Anuroop Gaddam, Dhananjay R. Thiruvady, Aaron Story
2023 J jnl
A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading.
CoRR
Rasoul Amirzadeh, Dhananjay R. Thiruvady, Asef Nazari, Mong-Shan Ee
2023 J jnl
A sustainable and efficient home health care network design model under uncertainty.
Expert Syst. Appl.
Mahdyeh Shiri, Fardin Ahmadizar, Dhananjay R. Thiruvady, Hamid Farvaresh
2023 J jnl
Causal Feature Engineering of Price Directions of Cryptocurrencies using Dynamic Bayesian Networks.
CoRR
Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee
2023 J jnl
Deterministic sampling in heterogeneous graph neural networks.
Pattern Recognit. Lett.
Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady, Antonio Robles-Kelly
2023 A conf
Early Detection Framework for Gait Disorders Using an IoT LiDAR-Based Monitoring System in Outdoor Spaces.
ICST
Anuroop Gaddam, Nagender Kumar Suryadevara, Dhananjay R. Thiruvady
2023 J jnl
Minimizing patients total clinical condition deterioration in operating theatre departments.
Ann. Oper. Res.
Mobina Mashkani, Andreas T. Ernst, Dhananjay R. Thiruvady, Hanyu Gu
2023 J jnl
Modelling Determinants of Cryptocurrency Prices: A Bayesian Network Approach.
CoRR
Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee
2022 J jnl
Adaptive Population-based Simulated Annealing for Uncertain Resource Constrained Job Scheduling.
CoRR
Dhananjay R. Thiruvady, Su Nguyen, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li
2022 J jnl
An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules.
CoRR
Dhananjay R. Thiruvady, Su Nguyen, Christian Blum, Andreas T. Ernst
2022 J jnl
Applying Artificial Intelligence in Cryptocurrency Markets: A Survey.
Algorithms
Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady
2022 J jnl
Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming.
IEEE Trans. Cybern.
Su Nguyen, Dhananjay R. Thiruvady, Mengjie Zhang, Damminda Alahakoon
2022 J jnl
Blocking Cyclic Job-Shop Scheduling Problems.
Algorithms
Atabak Elmi, Dhananjay R. Thiruvady, Andreas T. Ernst
2022 J jnl
Cyclic Flow Shop Robotic Cell Scheduling Problem With Multiple Part Types.
IEEE Trans. Engineering Management
Atabak Elmi, Asef Nazari, Dhananjay R. Thiruvady, Alptekin Durmusoglu
2022 J jnl
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling.
CoRR
Yuan Sun, Su Nguyen, Dhananjay R. Thiruvady, Xiaodong Li, Andreas T. Ernst, Uwe Aickelin
2022 J jnl
Recombinative approaches for the maximum happy vertices problem.
Swarm Evol. Comput.
Dhananjay R. Thiruvady, Rhyd Lewis
2022 J jnl
Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty.
Swarm Evol. Comput.
Dhananjay R. Thiruvady, Su Nguyen, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li
2021 J jnl
A hybrid deep-learning approach for complex biochemical named entity recognition.
Knowl. Based Syst.
Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay R. Thiruvady
2021 J jnl
Allocating Students to Industry Placements Using Integer Programming and Ant Colony Optimisation.
Algorithms
Dhananjay R. Thiruvady, Kerri Morgan, Susan E. Bedingfield, Asef Nazari
2021 J jnl
Bio-inspired heuristic dynamic programming for high-precision real-time flow control in a multi-tributary river system.
Knowl. Based Syst.
Bao Liu, Jinying Yang, Lei Gao, Asef Nazari, Dhananjay R. Thiruvady
2021 — conf
Reforming Assessment: Challenges Beyond Design.
ICSE (SEET)
Laura Tubino, Jean-Guy Schneider, Andrew Cain, Dhananjay R. Thiruvady, Chathu Ranaweera
2021 J jnl
The maximum happy induced subgraph problem: Bounds and algorithms.
Comput. Oper. Res.
Rhyd Lewis, Dhananjay R. Thiruvady, Kerri Morgan
2020 J jnl
A hybrid deep-learning approach for complex biochemical named entity recognition.
CoRR
Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay R. Thiruvady
2020 B conf
An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups.
CEC
Dhananjay R. Thiruvady, Asef Nazari, Atabak Elmi
2020 — conf
Augmenting Graph Convolutional Neural Networks with Highpass Filters.
S+SSPR
Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady, Antonio Robles-Kelly
2020 — conf
Authentic individual assessment for team-based software engineering projects.
ICSE (SEET)
Laura Tubino, Andrew Cain, Jean-Guy Schneider, Dhananjay R. Thiruvady, Niroshinie Fernando
2020 B conf
Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling.
CEC
Su Nguyen, Dhananjay R. Thiruvady
2020 J jnl
Instance Space Analysis for the Car Sequencing Problem.
CoRR
Yuan Sun, Samuel Esler, Dhananjay R. Thiruvady, Andreas T. Ernst, Xiaodong Li, Kerri Morgan
2020 A conf
Just-in-time batch scheduling subject to batch size.
GECCO
Sergey Polyakovskiy, Dhananjay R. Thiruvady, Rym M'Hallah
2020 J jnl
Large neighbourhood search based on mixed integer programming and ant colony optimisation for car sequencing.
Int. J. Prod. Res.
Dhananjay R. Thiruvady, Kerri Morgan, Amiza Amir, Andreas T. Ernst
2020 — conf
Minimising Cycle Time in Assembly Lines: A Novel Ant Colony Optimisation Approach.
Australasian Conference on Artificial Intelligence
Dhananjay R. Thiruvady, Atabak Elmi, Asef Nazari, Jean-Guy Schneider
2020 — conf
Minimizing Total Clinical Deterioration in Operating Theatres.
SSCI
Mobina Mashkani, Hanyu Gu, Dhananjay R. Thiruvady, Andreas T. Ernst
2020 J jnl
Multi-objective Beam-ACO for Maximising Reliability and Minimising Communication Overhead in the Component Deployment Problem.
Algorithms
Dhananjay R. Thiruvady, Asef Nazari, Aldeida Aleti
2020 — conf
Simulated Annealing for Single and Mixed Model Assembly Line Balancing with Setups.
SSCI
Asef Nazari, Dhananjay R. Thiruvady, Atabak Elmi, Jean-Guy Schneider
2020 J jnl
Solution Merging in Matheuristics for Resource Constrained Job Scheduling.
Algorithms
Dhananjay R. Thiruvady, Christian Blum, Andreas T. Ernst
2020 J jnl
Tackling the maximum happy vertices problem in large networks.
4OR
Dhananjay R. Thiruvady, Rhyd Lewis, Kerri Morgan
2020 J jnl
The Challenges of Leveraging Threat Intelligence to Stop Data Breaches.
Frontiers Comput. Sci.
Amani S. Ibrahim, Dhananjay R. Thiruvady, Jean-Guy Schneider, Mohamed Abdelrazek
2019 — conf
A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling Problem.
Australasian Conference on Artificial Intelligence
Christian Blum, Dhananjay R. Thiruvady, Andreas T. Ernst, Matthias Horn, Günther R. Raidl
2019 J jnl
A hybrid differential evolution algorithm with column generation for resource constrained job scheduling.
Comput. Oper. Res.
Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon
2019 J jnl
Finding happiness: An analysis of the maximum happy vertices problem.
Comput. Oper. Res.
Rhyd Lewis, Dhananjay R. Thiruvady, Kerri Morgan
2019 — conf
Maximising the Net Present Value of Project Schedules Using CMSA and Parallel ACO.
HM
Dhananjay R. Thiruvady, Christian Blum, Andreas T. Ernst
2018 A conf
Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling.
GECCO
Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon
2017 — conf
Resource Constrained Job Scheduling with Parallel Constraint-Based ACO.
ACALCI
Dror Cohen, Antonio Gómez-Iglesias, Dhananjay R. Thiruvady, Andreas T. Ernst
2017 A conf
Towards solving large-scale precedence constrained production scheduling problems in mining.
GECCO
Angus Kenny, Xiaodong Li, Andreas T. Ernst, Dhananjay R. Thiruvady
2016 J jnl
A mixed integer linear programming model for reliability optimisation in the component deployment problem.
J. Oper. Res. Soc.
Asef Nazari, Dhananjay R. Thiruvady, Aldeida Aleti, Irene Moser
2016 J jnl
Parallel ant colony optimization for resource constrained job scheduling.
Ann. Oper. Res.
Dhananjay R. Thiruvady, Andreas T. Ernst, Gaurav Singh
2014 J jnl
A Lagrangian relaxation and ACO hybrid for resource constrained project scheduling with discounted cash flows.
J. Heuristics
Dhananjay R. Thiruvady, Mark Wallace, Hanyu Gu, Andreas Schutt
2014 J jnl
A Lagrangian-ACO matheuristic for car sequencing.
EURO J. Comput. Optim.
Dhananjay R. Thiruvady, Andreas T. Ernst, Mark Wallace
2014 B conf
A parallel Lagrangian-ACO heuristic for project scheduling.
IEEE Congress on Evolutionary Computation
Oswyn Brent, Dhananjay R. Thiruvady, Antonio Gómez-Iglesias, Rodolfo García-Flores
2014 Misc conf
Constraint Programming and Ant Colony System for the Component Deployment Problem.
ICCS
Dhananjay R. Thiruvady, Irene Moser, Aldeida Aleti, Asef Nazari
2014 — conf
Hybrids of Integer Programming and ACO for Resource Constrained Job Scheduling.
Hybrid Metaheuristics
Dhananjay R. Thiruvady, Gaurav Singh, Andreas T. Ernst
2009 B conf
Beam-ACO Based on Stochastic Sampling for Makespan Optimization Concerning the TSP with Time Windows.
EvoCOP
Manuel López-Ibáñez, Christian Blum, Dhananjay R. Thiruvady, Andreas T. Ernst, Bernd Meyer
2009 — conf
Hybridizing Beam-ACO with Constraint Programming for Single Machine Job Scheduling.
Hybrid Metaheuristics
Dhananjay R. Thiruvady, Christian Blum, Bernd Meyer, Andreas T. Ernst
2008 B conf
Strip packing with hybrid ACO: Placement order is learnable.
IEEE Congress on Evolutionary Computation
Dhananjay R. Thiruvady, Bernd Meyer, Andreas T. Ernst
2004 B conf
Mining Negative Rules Using GRD.
PAKDD
Dhananjay R. Thiruvady, Geoffrey I. Webb