Su Nguyen

Su Nguyen

La Trobe University

H-index: 29

Oceania-Australia

About Su Nguyen

Su Nguyen, With an exceptional h-index of 29 and a recent h-index of 27 (since 2020), a distinguished researcher at La Trobe University, specializes in the field of business optimization, artificial intelligence, operations research, data analytics, simulation.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Comparative Analysis of Machine Learning-Based Energy Baseline Models across Multiple Building Types

Adaptive population-based simulated annealing for resource constrained job scheduling with uncertainty

Genetic-based Constraint Programming for Resource Constrained Job Scheduling

AI-copilot for business optimisation: A framework and a case study in production scheduling

MNDE: Node-depth encoding can do better in evolutionary multitask algorithms

Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling

Forecasting container freight rates using the Prophet forecasting method

Building interpretable predictive models with context-aware evolutionary learning

Su Nguyen Information

University

Position

Centre for Data Analytics and Cognition

Citations(all)

3923

Citations(since 2020)

3136

Cited By

1681

hIndex(all)

29

hIndex(since 2020)

27

i10Index(all)

65

i10Index(since 2020)

58

Email

University Profile Page

La Trobe University

Google Scholar

View Google Scholar Profile

Su Nguyen Skills & Research Interests

business optimization

artificial intelligence

operations research

data analytics

simulation

Top articles of Su Nguyen

Title

Journal

Author(s)

Publication Date

A Comparative Analysis of Machine Learning-Based Energy Baseline Models across Multiple Building Types

Jinrong Wu

Su Nguyen

Damminda Alahakoon

Daswin De Silva

Nishan Mills

...

2024/3/7

Adaptive population-based simulated annealing for resource constrained job scheduling with uncertainty

International Journal of Production Research

Dhananjay Thiruvady

Su Nguyen

Yuan Sun

Fatemeh Shiri

Nayyar Zaidi

...

2024/2/2

Genetic-based Constraint Programming for Resource Constrained Job Scheduling

Su Nguyen

Dhananjay Thiruvady

Yuan Sun

Mengjie Zhang

2024/7/14

AI-copilot for business optimisation: A framework and a case study in production scheduling

arXiv preprint arXiv:2309.13218

Pivithuru Thejan Amarasinghe

Su Nguyen

Yuan Sun

Damminda Alahakoon

2023/9/22

MNDE: Node-depth encoding can do better in evolutionary multitask algorithms

Cong Dao Tran

Anh Do Tuan

Huynh Thi Thanh Binh

Anh Do Duc

Bang Ban Ha

...

2023/7/15

Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling

IEEE Transactions on Evolutionary Computation

Fangfang Zhang

Yi Mei

Su Nguyen

Mengjie Zhang

2023/3/10

Forecasting container freight rates using the Prophet forecasting method

Transport Policy

Naima Saeed

Su Nguyen

Kevin Cullinane

Victor Gekara

Prem Chhetri

2023/3/1

Building interpretable predictive models with context-aware evolutionary learning

Applied Soft Computing

Binh Tran

Chamika Sudusinghe

Su Nguyen

Damminda Alahakoon

2023/1/1

Leveraging explainable AI for enhanced decision making in humanitarian logistics: An Adversarial CoevoluTION (ACTION) framework

International journal of disaster risk reduction

Su Nguyen

Greg O’Keefe

Sobhan Arisian

Kerry Trentelman

Damminda Alahakoon

2023/10/15

Phenotype Based Surrogate-Assisted Multi-objective Genetic Programming with Brood Recombination for Dynamic Flexible Job Shop Scheduling

Fangfang Zhang

Yi Mei

Su Nguyen

Mengjie Zhang

2022/12/4

Instance rotation based surrogate in genetic programming with brood recombination for dynamic job shop scheduling

IEEE Transactions on Evolutionary Computation

Fangfang Zhang

Yi Mei

Su Nguyen

Kay Chen Tan

Mengjie Zhang

2022/6/7

Task Relatedness Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling

IEEE Transactions on Evolutionary Computation

Fangfang Zhang

Yi Mei

Su Nguyen

Kay Chen Tan

Mengjie Zhang

2022/8/18

Fairness Aware Swarm-based Machine Learning for Data Streams

Diem Pham

Binh Tran

Su Nguyen

Damminda Alahakoon

2022/12/3

XMAP: eXplainable mapping analytical process

Complex & Intelligent Systems

Su Nguyen

Binh Tran

2022/4

Importance-Aware Genetic Programming for Automated Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling

Fangfang Zhang

Yi Mei

Su Nguyen

Mengjie Zhang

2022/8/15

Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling

Knowledge-Based Systems

Yuan Sun

Su Nguyen

Dhananjay Thiruvady

Xiaodong Li

Andreas T Ernst

...

2024/3/26

Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty

Swarm and Evolutionary Computation

Dhananjay Thiruvady

Su Nguyen

Fatemeh Shiri

Nayyar Zaidi

Xiaodong Li

2022/3/1

Driving Behaviour Analysis using Low Sampling GPS Trajectories of Ride-hailing Services

Thukaraka Pakeerathan

Thenusan Santhirakumar

Dilani Rajendren

Amal Shegan Perera

Su Nguyen

2022/7/22

Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance

Jinrong Wu

Su Nguyen

Damminda Alahakoon

2022/11/23

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

...

2022/12/5

See List of Professors in Su Nguyen University(La Trobe University)

Co-Authors

H-index: 108
Xinghuo Yu

Xinghuo Yu

RMIT University

H-index: 71
Mengjie Zhang,FRSNZ, FEngNZ, FIEEE

Mengjie Zhang,FRSNZ, FEngNZ, FIEEE

Victoria University of Wellington

H-index: 61
Xiaodong Li, IEEE Fellow

Xiaodong Li, IEEE Fellow

RMIT University

H-index: 54
Bing Xue

Bing Xue

Victoria University of Wellington

H-index: 40
Yi Mei

Yi Mei

Victoria University of Wellington

H-index: 37
Andreas Ernst

Andreas Ernst

Monash University

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