Su Nguyen

97 papers A 8B 21C 1Misc 2Journal 47Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards online genetic programming approach to dynamic flexible job shop scheduling.
Genet. Program. Evolvable Mach.
Su Nguyen, Binh Tran, Xuan Nam Ngo, Duy Thinh Tran
2025 A conf
An Online Genetic Programming Approach to Dynamic Production Scheduling.
GECCO
Binh Tran, Su Nguyen
2025 J jnl
Interpret Policies in Deep Reinforcement Learning using SILVER with RL-Guided Labeling: A Model-level Approach to High-dimensional and Multi-action Environments.
CoRR
Yiyu Qian, Su Nguyen, Chao Chen, Qinyue Zhou, Liyuan Zhao
2024 J jnl
A hybrid and adaptive evolutionary approach for multitask optimization of post-disaster traveling salesman and repairman problems.
Comput. Oper. Res.
Ha-Bang Ban, Huynh Thi Thanh Binh, Tuan Anh Do, Cong Dao Tran, Su Nguyen
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 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 A conf
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams.
GECCO
Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
2024 J jnl
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams.
CoRR
Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
2024 J jnl
Fairness optimisation with multi-objective swarms for explainable classifiers on data streams.
Complex Intell. Syst.
Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon, Mengjie Zhang
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
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2023 J jnl
AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling.
CoRR
Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun, Damminda Alahakoon
2023 J jnl
Building interpretable predictive models with context-aware evolutionary learning.
Appl. Soft Comput.
Binh Tran, Chamika Sudusinghe, Su Nguyen, Damminda Alahakoon
2023 J jnl
Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
2023 — conf
MNDE: Node-depth encoding can do better in evolutionary multitask algorithms.
GECCO Companion
Cong Dao Tran, Anh Do Tuan, Huynh Thi Thanh Binh, Duc Anh Do, Ha-Bang Ban, Su Nguyen
2023 J jnl
Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2023 J jnl
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
2022 J jnl
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions.
Sensors
Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva, Nishan Mills, Prabod Rathnayaka, Su Nguyen, Damminda Alahakoon, Andrew Jennings
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
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
Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2022 — conf
Driving Behaviour Analysis using Low Sampling GPS Trajectories of Ride-hailing Services.
DSIT
Thukaraka Pakeerathan, Thenusan Santhirakumar, Dilani Rajendren, Amal Shegan Perera, Su Nguyen
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 Misc conf
Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance.
IVCNZ
Jinrong Wu, Su Nguyen, Damminda Alahakoon
2022 Misc conf
Fairness Aware Swarm-based Machine Learning for Data Streams.
AI
Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
2022 — conf
Importance-Aware Genetic Programming for Automated Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling.
PPSN (2)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2022 — conf
Introduction to automated design of scheduling heuristics with genetic programming.
GECCO Companion
Marko Durasevic, Domagoj Jakobovic, Yi Mei, Su Nguyen, Mengjie Zhang
2022 B conf
Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling.
CEC
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2022 J jnl
Multitask Genetic Programming-Based Generative Hyperheuristics: A Case Study in Dynamic Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
2022 — conf
Phenotype Based Surrogate-Assisted Multi-objective Genetic Programming with Brood Recombination for Dynamic Flexible Job Shop Scheduling.
SSCI
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
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
2022 J jnl
XMAP: eXplainable mapping analytical process.
Complex Intell. Syst.
Su Nguyen, Binh Tran
2021 J jnl
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities.
IEEE Trans. Ind. Informatics
Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva
2021 J jnl
A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming.
IEEE Trans. Evol. Comput.
Su Nguyen, Dhananjay Raghavan Thiruvady, Mengjie Zhang, Kay Chen Tan
2021 J jnl
Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2021 J jnl
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2021 — book
Genetic Programming for Production Scheduling - An Evolutionary Learning Approach, 3
Fangfang Zhang, Su Nguyen, Yi Mei, Mengjie Zhang
2021 J jnl
People-Centric Evolutionary System for Dynamic Production Scheduling.
IEEE Trans. Cybern.
Su Nguyen, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan
2021 J jnl
Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang, Kay Chen Tan
2020 — conf
A preliminary approach to evolutionary multitasking for dynamic flexible job shop scheduling via genetic programming.
GECCO Companion
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2020 J jnl
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making.
Neural Comput. Appl.
Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
2020 B conf
Dynamic Self-Organising Swarm for Unsupervised Prototype Generation.
CEC
Su Nguyen, Binh Tran, Damminda Alahakoon
2020 B conf
Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling.
CEC
Su Nguyen, Dhananjay R. Thiruvady
2020 J jnl
GSIC: A New Interpretable System for Knowledge Exploration and Classification.
IEEE Access
Thanh-Phu Nguyen, Su Nguyen, Damminda Alahakoon, Van-Nam Huynh
2020 B conf
Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling.
EvoCOP
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2020 B conf
Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling.
EuroGP
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2020 J jnl
Swarm-Based Machine Learning Algorithm for Building Interpretable Classifiers.
IEEE Access
Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
2019 J jnl
A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules.
Evol. Comput.
Su Nguyen, Yi Mei, Bing Xue, Mengjie Zhang
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
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management.
IEEE Trans. Intell. Transp. Syst.
Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera
2018 A conf
Adaptive charting genetic programming for dynamic flexible job shop scheduling.
GECCO
Su Nguyen, Mengjie Zhang, Kay Chen Tan
2018 J jnl
An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling.
Appl. Soft Comput.
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2018 — conf
Evolutionary Multitask Optimisation for Dynamic Job Shop Scheduling Using Niched Genetic Programming.
Australasian Conference on Artificial Intelligence
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
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
2018 J jnl
Guest editorial: special issue on automated design and adaptation of heuristics for scheduling and combinatorial optimisation.
Genet. Program. Evolvable Mach.
Su Nguyen, Yi Mei, Mengjie Zhang
2018 B conf
Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling.
EuroGP
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2018 — conf
Tutorials at PPSN 2018.
PPSN (2)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
2018 J jnl
Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier].
IEEE Comput. Intell. Mag.
Su Nguyen, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan
2017 B conf
A PSO-based hyper-heuristic for evolving dispatching rules in job shop scheduling.
CEC
Su Nguyen, Mengjie Zhang
2017 J jnl
An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming.
IEEE Trans. Emerg. Top. Comput. Intell.
Yi Mei, Su Nguyen, Bing Xue, Mengjie Zhang
2017 — conf
Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling.
SEAL
Yi Mei, Su Nguyen, Mengjie Zhang
2017 B conf
Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming.
EuroGP
Yi Mei, Su Nguyen, Mengjie Zhang
2017 — conf
Investigating the Generality of Genetic Programming Based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown.
ACALCI
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2017 C conf
Optimization, dispatching rules and hyper-heuristics: A comparison in dynamic single machine scheduling.
IECON
Su Nguyen
2017 J jnl
Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules.
IEEE Trans. Cybern.
Su Nguyen, Mengjie Zhang, Kay Chen Tan
2016 J jnl
Automated Design of Production Scheduling Heuristics: A Review.
IEEE Trans. Evol. Comput.
Jürgen Branke, Su Nguyen, Christoph W. Pickardt, Mengjie Zhang
2016 B conf
Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions.
CEC
Su Nguyen, Yi Mei, Hui Ma, Aaron Chen, Mengjie Zhang
2016 A conf
Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming.
GECCO
Yi Mei, Mengjie Zhang, Su Nguyen
2016 B conf
Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches.
EuroGP
John Park, Yi Mei, Su Nguyen, Gang Chen, Mark Johnston, Mengjie Zhang
2016 J jnl
Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias.
Connect. Sci.
Binh Tran, Bing Xue, Mengjie Zhang, Su Nguyen
2016 B conf
Maximising total weighted number of activities for reservation with slack.
CEC
Su Nguyen, Mengjie Zhang, Kay Chen Tan
2015 A conf
A Dispatching rule based Genetic Algorithm for Order Acceptance and Scheduling.
GECCO
Su Nguyen, Mengjie Zhang, Kay Chen Tan
2015 — conf
A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling.
GECCO (Companion)
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
2015 J jnl
Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling.
IEEE Trans. Cybern.
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2015 B conf
Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems.
CEC
Su Nguyen, Mengjie Zhang, Kay Chen Tan
2015 B conf
Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling.
EuroGP
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
2014 B conf
A New Binary Particle Swarm Optimisation Algorithm for Feature Selection.
EvoApplications
Bing Xue, Su Nguyen, Mengjie Zhang
2014 B conf
A hybrid discrete particle swarm optimisation method for grid computation scheduling.
IEEE Congress on Evolutionary Computation
Stephen Bennett, Su Nguyen, Mengjie Zhang
2014 B conf
A sequential genetic programming method to learn forward construction heuristics for order acceptance and scheduling.
IEEE Congress on Evolutionary Computation
Su Nguyen, Mengjie Zhang, Mark Johnston
2014 J jnl
Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming.
IEEE Trans. Evol. Comput.
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2014 B conf
Enhancing Branch-and-Bound Algorithms for Order Acceptance and Scheduling with Genetic Programming.
EuroGP
Su Nguyen, Mengjie Zhang, Mark Johnston
2014 — conf
Enhancing Heuristics for Order Acceptance and Scheduling Using Genetic Programming.
SEAL
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
2014 J jnl
Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments.
Evol. Comput.
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2014 — conf
Selection Schemes in Surrogate-Assisted Genetic Programming for Job Shop Scheduling.
SEAL
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2013 J jnl
A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem.
IEEE Trans. Evol. Comput.
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2013 — —
Automatic Design of Dispatching Rules for Job Shop Scheduling with Genetic Programming.
Su Nguyen
2013 — ch.
Dynamic Multi-objective Job Shop Scheduling: A Genetic Programming Approach.
Automated Scheduling and Planning
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2013 — conf
Evolving Stochastic Dispatching Rules for Order Acceptance and Scheduling via Genetic Programming.
Australasian Conference on Artificial Intelligence
John Park, Su Nguyen, Mark Johnston, Mengjie Zhang
2013 B conf
Genetic programming for order acceptance and scheduling.
IEEE Congress on Evolutionary Computation
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
2013 J jnl
Hybrid evolutionary computation methods for quay crane scheduling problems.
Comput. Oper. Res.
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2013 B conf
Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming.
EuroGP
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2012 B conf
A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems.
IEEE Congress on Evolutionary Computation
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2012 — conf
Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming.
SEAL
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2012 B conf
Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming.
EuroGP
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
2011 A conf
A genetic programming based hyper-heuristic approach for combinatorial optimisation.
GECCO
Su Nguyen, Mengjie Zhang, Mark Johnston