Hui Ma

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 97

Top Venues

CEC

DEXA (2)

Australasian Conference on Artificial Intelligence

Publications

Longfei Felix Yan, Hui Ma, Gang Chen
Reinforcement Learning-Assisted Genetic Programming Hyper Heuristic Approach to Location-Aware Dynamic Online Application Deployment in Clouds. GECCO (2024)
Yifan Yang, Aaron Chen, Hui Ma, Sven Hartmann, Mengjie Zhang
Enhancing generalization in genetic programming hyper-heuristics through mini-batch sampling strategies for dynamic workflow scheduling. Inf. Sci. 678 (2024)
Zhengxin Fang, Hui Ma, Gang Chen, Sven Hartmann
Energy-Efficient and Communication-Aware Resource Allocation in Container-Based Cloud with Group Genetic Algorithm. ICSOC (1) (2023)
Kirita-Rose Escott, Hui Ma, Gang Chen
Cooperative Coevolutionary Genetic Programming Hyper-Heuristic for Budget Constrained Dynamic Multi-workflow Scheduling in Cloud Computing. EvoCOP (2023)
Victoria Huang, Chen Wang, Samik Datta, Bryce Chen, Gang Chen, Hui Ma
Evolving Epidemic Management Rules Using Deep Neuroevolution: A Novel Approach to Inspection Scheduling and Outbreak Minimization. AI (2) (2023)
Hui Ma, Sven Hartmann, Gang Chen, Yifan Yang
A model-driven machine learning approach to dynamic multi-workflow scheduling. ER (Companion) (2023)
Tao Shi, Hui Ma, Gang Chen, Sven Hartmann
Auto-Scaling Containerized Applications in Geo-Distributed Clouds. IEEE Trans. Serv. Comput. 16 (6) (2023)
Zhengxin Fang, Hui Ma, Gang Chen, Sven Hartmann
A Group Genetic Algorithm for Energy-Efficient Resource Allocation in Container-Based Clouds with Heterogeneous Physical Machines. AI (2) (2023)
Soheila Sadeghiram, Hui Ma, Gang Chen
Multi-objective distributed Web service composition - A link-dominance driven evolutionary approach. Future Gener. Comput. Syst. 143 (2023)
Gerrit Burmester, David Kugelmann, Dietrich Steinmetz, Hui Ma, Sven Hartmann
A Conceptual Modeling Approach for Risk Assessment and Mitigation in Collision-Free UAV Routing Planning for Beyond-the-Visual-Line-of-Sight Flights. ER (2023)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
Using an Estimation of Distribution Algorithm to Achieve Multitasking Semantic Web Service Composition. IEEE Trans. Evol. Comput. 27 (3) (2023)
Chen Wang, Victoria Huang, Gang Chen, Hui Ma, Bryce Chen, Jochen Schmidt
Learning to Solve Climate Sensor Placement Problems with a Transformer. CoRR (2023)
Anjali de Silva, Gang Chen, Hui Ma, Seyed Mohammad Nekooei
Leiden Fitness-Based Genetic Algorithm with Niching for Community Detection in Large Social Networks. PRICAI (2) (2023)
Fengyang Sun, Hui Ma, Gang Chen, Sven Hartmann
IoT Service Composition - An Estimation of Distribution Algorithm with Adaptive Bias. CEC (2023)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann, Jürgen Branke
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures. IEEE Trans. Emerg. Top. Comput. Intell. 6 (1) (2022)
Taiwo Akindele, Boxiong Tan, Yi Mei, Hui Ma
Hybrid Grouping Genetic Algorithm for Large-Scale Two-Level Resource Allocation of Containers in the Cloud. AI (2022)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
Memetic EDA-Based Approaches to QoS-Aware Fully Automated Semantic Web Service Composition. IEEE Trans. Evol. Comput. 26 (3) (2022)
Kirita-Rose Escott, Hui Ma, Gang Chen
Transfer Learning Assisted GPHH for Dynamic Multi-Workflow Scheduling in Cloud Computing. AI (2022)
Yuguang Zhao, Gang Chen, Hui Ma, Xingquan Zuo, Guanqun Ai
Dynamic Bus Holding Control Using Spatial-Temporal Data - A Deep Reinforcement Learning Approach. AI (2022)
Victoria Huang, Chen Wang, Hui Ma, Gang Chen, Kameron Christopher
Cost-Aware Dynamic Multi-Workflow Scheduling in Cloud Data Center Using Evolutionary Reinforcement Learning. ICSOC (2022)
Tao Shi, Hui Ma, Gang Chen, Sven Hartmann
Cost-Effective Web Application Replication and Deployment in Multi-Cloud Environment. IEEE Trans. Parallel Distributed Syst. 33 (8) (2022)
Anjali de Silva, Aaron Chen, Hui Ma, Mohammad Nekooei
Genetic Algorithm with a Novel Leiden-based Mutation Operator for Community Detection. AI (2022)
Yongbo Yu, Tao Shi, Hui Ma, Gang Chen
A Genetic Programming-Based Hyper-Heuristic Approach for Multi-Objective Dynamic Workflow Scheduling in Cloud Environment. CEC (2022)
Tao Shi, Sven Hartmann, Gang Chen, Hui Ma
Location-Aware Cloud Service Brokering in Multi-cloud Environment. ICSOC Workshops (2022)
Boxiong Tan, Hui Ma, Yi Mei, Mengjie Zhang
A Cooperative Coevolution Genetic Programming Hyper-Heuristics Approach for On-Line Resource Allocation in Container-Based Clouds. IEEE Trans. Cloud Comput. 10 (3) (2022)
Yuheng Chen, Tao Shi, Hui Ma, Gang Chen
Automatically Design Heuristics for Multi-Objective Location-Aware Service Brokering in Multi-Cloud. SCC (2022)
Josh Trueman, Hui Ma, Aaron Chen, Sven Hartmann
Multi-objective Social Network Detection - A Graph Database Supported NSGA-II Based Approach. ADC (2022)
Yifan Yang, Gang Chen, Hui Ma, Mengjie Zhang
Dual-Tree Genetic Programming for Deadline-Constrained Dynamic Workflow Scheduling in Cloud. ICSOC (2022)
Soheila Sadeghiram, Hui Ma, Gang Chen
Priority-Based Selection of Individuals in Memetic Algorithms for Distributed Data-Intensive Web Service Compositions. IEEE Trans. Serv. Comput. 15 (5) (2022)
Dietrich Steinmetz, Felix Merz, Gerrit Burmester, Hui Ma, Sven Hartmann
A Modeling Rule for Improving the Performance of Graph Models. ER (2022)
Dietrich Steinmetz, Sven Hartmann, Hui Ma
A Conceptual Modelling Approach for the Discovery and Management of Platoon Routes. ER (2021)
Boxiong Tan, Hui Ma, Yi Mei, Mengjie Zhang
Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem. IEEE Trans. Serv. Comput. 14 (2) (2021)
Tao Shi, Hui Ma, Gang Chen, Sven Hartmann
Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement Learning. ICSOC (2021)
Arnold Ariadi, Tao Shi, Hui Ma, Alexandre Sawczuk da Silva, Sven Hartmann
A Graph Database Supported GA-Based Approach to Social Network Analysis. SSCI (2021)
Tao Shi, Hui Ma, Gang Chen, Sven Hartmann
Location-Aware and Budget-Constrained Service Deployment for Composite Applications in Multi-Cloud Environment. IEEE Trans. Parallel Distributed Syst. 31 (8) (2020)
Tao Shi, Hui Ma, Gang Chen
Seeding-Based Multi-Objective Evolutionary Algorithms for Multi-Cloud Composite Applications Deployment. SCC (2020)
Tao Shi, Hui Ma, Gang Chen, Sven Hartmann
Location-Aware and Budget-Constrained Application Replication and Deployment in Multi-Cloud Environment. ICWS (2020)
Soheila Sadeghiram, Hui Ma, Gang Chen
A Distance-based Genetic Algorithm for Robust Data-intensive Web Service Composition in Dynamic Bandwidth Environment. SCC (2020)
Tao Shi, Hui Ma, Gang Chen
Divide and conquer: Seeding strategies for multi-objective multi-cloud composite applications deployment. GECCO Companion (2020)
Kirita-Rose Escott, Hui Ma, Gang Chen
Genetic Programming Based Hyper Heuristic Approach for Dynamic Workflow Scheduling in the Cloud. DEXA (2) (2020)
Kirita-Rose Escott, Hui Ma, Gang Chen
A Genetic Programming Hyper-Heuristic Approach to Design High-Level Heuristics for Dynamic Workflow Scheduling in Cloud. SSCI (2020)
Soheila Sadeghiram, Hui Ma, Gang Chen
A User-Preference Driven Lexicographic Approach for Multi-Objective Distributed Web Service Composition. SSCI (2020)
Boxiong Tan, Hui Ma, Yi Mei
A Group Genetic Algorithm for Resource Allocation in Container-Based Clouds. EvoCOP (2020)
Sven Hartmann, Jack Alshami, Hui Ma, Dietrich Steinmetz
A Conceptual Framework for Dynamic Planning of Alternative Routes in Road Networks. ER (2020)
Soheila Sadeghiram, Hui Ma, Gang Chen
QoS-constrained multi-objective distributed data-intensive web service composition - NSGA-II with repair method. GECCO Companion (2020)
Boxiong Tan, Hui Ma, Yi Mei
A NSGA-II-based Approach for Multi-objective Micro-service Allocation in Container-based Clouds. CCGRID (2020)
Alexandre Sawczuk da Silva, Hui Ma, Yi Mei, Mengjie Zhang
A Survey of Evolutionary Computation for Web Service Composition: A Technical Perspective. IEEE Trans. Emerg. Top. Comput. Intell. 4 (4) (2020)
Soheila Sadeghiram, Hui Ma, Gang Chen
A Novel Repair-Based Multi-objective Algorithm for QoS-Constrained Distributed Data-Intensive Web Service Composition. WISE (1) (2020)
Yongbo Yu, Yalian Feng, Hui Ma, Aaron Chen, Chen Wang
Achieving Flexible Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based Approach. CEC (2019)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
A memetic NSGA-II with EDA-based local search for fully automated multiobjective web service composition. GECCO (Companion) (2019)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
Evolutionary Multitasking for Semantic Web Service Composition. CEC (2019)
Boxiong Tan, Hui Ma, Yi Mei
Novel Genetic Algorithm with Dual Chromosome Representation for Resource Allocation in Container-Based Clouds. CLOUD (2019)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
Towards Robust Web Service Composition with Stochastic Service Failures Based on a Genetic Algorithm. Australasian Conference on Artificial Intelligence (2019)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
Memetic EDA-Based Approaches to Comprehensive Quality-Aware Automated Semantic Web Service Composition. CoRR (2019)
Chen Wang, Hui Ma, Gang Chen
Using EDA-Based Local Search to Improve the Performance of NSGA-II for Multiobjective Semantic Web Service Composition. DEXA (2) (2019)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
Evolutionary Multitasking for Semantic Web Service Composition. CoRR (2019)
Soheila Sadeghiram, Hui Ma, Gang Chen
A memetic algorithm with distance-guided crossover: distributed data-intensive web service composition. GECCO (Companion) (2019)
Soheila Sadeghiram, Hui Ma, Gang Chen
Composing Distributed Data-Intensive Web Services Using Distance-Guided Memetic Algorithm. DEXA (2) (2019)
Tao Shi, Hui Ma, Gang Chen
A Seeding-based GA for Location-Aware Workflow Deployment in Multi-cloud Environment. CEC (2019)
Soheila Sadeghiram, Hui Ma, Gang Chen
Composing Distributed Data-intensive Web Services Using a Flexible Memetic Algorithm. CEC (2019)
Hui Ma, Alexandre Sawczuk da Silva, Wentao Kuang
NSGA-II with Local Search for Multi-objective Application Deployment in Multi-Cloud. CEC (2019)
Boxiong Tan, Hui Ma, Yi Mei
A Hybrid Genetic Programming Hyper-Heuristic Approach for Online Two-level Resource Allocation in Container-based Clouds. CEC (2019)
Soheila Sadeghiram, Hui Ma, Gang Chen
Composing Distributed Data-intensive Web Services Using a Flexible Memetic Algorithm. CoRR (2019)
Dietrich Steinmetz, Felix Merz, Hui Ma, Sven Hartmann
A Graph Model for Taxi Ride Sharing Supported by Graph Databases. ER (2019)
Tao Shi, Hui Ma, Gang Chen
A Genetic-Based Approach to Location-Aware Cloud Service Brokering in Multi-Cloud Environment. SCC (2019)
Soheila Sadeghiram, Hui Ma, Gang Chen
Distance-Guided GA-Based Approach to Distributed Data-Intensive Web Service Composition. CoRR (2019)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann
Towards Fully Automated Semantic Web Service Composition Based on Estimation of Distribution Algorithm. Australasian Conference on Artificial Intelligence (2018)
Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann
Knowledge-Driven Automated Web Service Composition - An EDA-Based Approach. WISE (2) (2018)
Chen Wang, Hui Ma, Gang Chen
EDA-based approach to comprehensive quality-aware automated semantic web service composition. GECCO (Companion) (2018)
Dietrich Steinmetz, Daniel Dyballa, Hui Ma, Sven Hartmann
Using a Conceptual Model to Transform Road Networks from OpenStreetMap to a Graph Database. ER (2018)
Tao Shi, Hui Ma, Gang Chen
Energy-Aware Container Consolidation Based on PSO in Cloud Data Centers. CEC (2018)
Boxiong Tan, Hui Ma, Yi Mei
A Genetic Programming Hyper-heuristic Approach for Online Resource Allocation in Container-Based Clouds. Australasian Conference on Artificial Intelligence (2018)
Tao Shi, Hui Ma, Gang Chen
Multi-objective Container Consolidation in Cloud Data Centers. Australasian Conference on Artificial Intelligence (2018)
Hui Ma, Sven Hartmann, Panrawee Vechsamutvaree
Towards FCA-facilitated Ontology-supported Recruitment Systems. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 13 (Special) (2018)
Alexandre Sawczuk da Silva, Hui Ma, Yi Mei, Mengjie Zhang
A Hybrid Memetic Approach for Fully Automated Multi-Objective Web Service Composition. ICWS (2018)
Soheila Sadeghiram, Hui Ma, Gang Chen
Cluster-Guided Genetic Algorithm for Distributed Data-intensive Web Service Composition. CEC (2018)
Hui Ma, Zhaojiang Chang, Alexandre Sawczuk da Silva, Sven Hartmann
QoS-Aware Web Service Composition Using Graph Databases. Models: Concepts, Theory, Logic, Reasoning and Semantics (2018)
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
Evolutionary computation for automatic Web service composition: an indirect representation approach. J. Heuristics 24 (3) (2018)
Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann
Comprehensive Quality-Aware Automated Semantic Web Service Composition. Australasian Conference on Artificial Intelligence (2017)
Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann
GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition. SEAL (2017)
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
Fragment-based genetic programming for fully automated multi-objective web service composition. GECCO (2017)
Alexandre Sawczuk da Silva, Ewan Moshi, Hui Ma, Sven Hartmann
A QoS-Aware Web Service Composition Approach Based on Genetic Programming and Graph Databases. DEXA (2) (2017)
Boxiong Tan, Hai Huang, Hui Ma, Mengjie Zhang
Binary PSO for Web Service Location-Allocation. ACALCI (2017)
Abtin Nourmohammadzadeh, Sven Hartmann, Hui Ma
A parallel hybrid GA-PSO approach with dynamic rule-based parameter setting. GECCO (Companion) (2017)
Boxiong Tan, Hui Ma, Yi Mei
A NSGA-II-based approach for service resource allocation in Cloud. CEC (2017)
Sven Hartmann, Hui Ma, Panrawee Vechsamutvaree
Providing Ontology-Based Privacy-Aware Data Access Through Web Services and Service Composition. Trans. Large Scale Data Knowl. Centered Syst. 30 (2016)
Vladivy Poaka, Sven Hartmann, Hui Ma, Dietrich Steinmetz
A Link-Density-Based Algorithm for Finding Communities in Social Networks. ER Workshops (2016)
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
Particle Swarm Optimisation with Sequence-Like Indirect Representation for Web Service Composition. EvoCOP (2016)
Su Nguyen, Yi Mei, Hui Ma, Aaron Chen, Mengjie Zhang
Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions. CEC (2016)
Alexandre Sawczuk da Silva, Hui Ma, Mengjie Zhang
A Graph-based QoS-Aware Method for Web Service Composition with Branching. GECCO (Companion) (2016)
Yang Yu, Hui Ma, Mengjie Zhang
A genetic programming approach to distributed execution of data-intensive web service compositions. ACSW (2016)
Boxiong Tan, Hui Ma, Mengjie Zhang
Optimization of Location Allocation of Web Services Using a Modified Non-dominated Sorting Genetic Algorithm. ACALCI (2016)
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
A memetic algorithm-based indirect approach to web service composition. CEC (2016)
Alexandre Sawczuk da Silva, Hui Ma, Mengjie Zhang
Genetic programming for QoS-aware web service composition and selection. Soft Comput. 20 (10) (2016)
Alexandre Sawczuk da Silva, Hui Ma, Mengjie Zhang, Sven Hartmann
Handling Branched Web Service Composition with a QoS-Aware Graph-Based Method. EC-Web (2016)
Boxiong Tan, Yi Mei, Hui Ma, Mengjie Zhang
Particle Swarm Optimization for Multi-Objective Web Service Location Allocation. EvoCOP (2016)
Longfei Yan, Yi Mei, Hui Ma, Mengjie Zhang
Evolutionary web service composition: A graph-based memetic algorithm. CEC (2016)
Yang Yu, Hui Ma, Mengjie Zhang
F-MOGP: A novel many-objective evolutionary approach to QoS-aware data intensive web service composition. CEC (2015)
Alexandre Sawczuk da Silva, Hui Ma, Mengjie Zhang
A GP approach to QoS-aware Web service composition including conditional constraints. CEC (2015)
Alexandre Sawczuk da Silva, Hui Ma, Mengjie Zhang
GraphEvol: A Graph Evolution Technique for Web Service Composition. DEXA (2) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hui Ma