Publications: Dr Jun Chen

Li Y, Guo T, Chen J, Wu J, Zhang Y, Alam S, Cai K, Du W ( 2024 ) . Urban Air Mobility: A Review and Challenges . IEEE Intelligent Transportation Systems Magazine vol. PP , ( 99 ) 2 - 22 .

Al-Hindi A, Mahfouf M, Chen J, Obajemu O ( 2024 ) . An Artificial Neural Networks (ANN) Based System for Optimal Taxiing Navigation of a BOEING-747 Aircraft . Advances in Computational Intelligence Systems , vol. 1454 , Springer Nature

Arpaci A, Chen J, Drake JH, Glover T ( 2024 ) . Network Design Optimisation Using Two Population-Based Search Strategies . Advances in Computational Intelligence Systems , vol. 1454 , Springer Nature

Li B, Li Z, Chen J, Yan Y, Lv Y, Du W ( 2024 ) . MAST-GNN: A multimodal adaptive spatio-temporal graph neural network for airspace complexity prediction . Transportation Research Part C Emerging Technologies vol. 160 ,

Perea FRP, Chen J, Weiszer M, Korna J, Cannon R ( 2023 ) . Airport Ground Movement Optimization Revisited: Coupling Airport Runway Spacing to Multi-Objective Routing and Scheduling Through Genetic Algorithms . Conference: 2023 IEEE Symposium Series on Computational Intelligence (SSCI) vol. 00 , 200 - 206 .

Liu S, Wang X, Weiszer M, Chen J ( 2023 ) . Extracting Multi-objective Multigraph Features for the Shortest Path Cost Prediction: Statistics-based or Learning-based? . Green Energy and Intelligent Transportation100129 - 100129 .

Li B, Guo T, Mei Y, Li Y, Chen J, Zhang Y, Tang K, Du W ( 2023 ) . A multi-objective memetic algorithm with adaptive local search for airspace complexity mitigation . Swarm and Evolutionary Computation vol. 83 ,

Beke L, Uribe L, Lara A, Coello CAC, Weiszer M, Burke EK, Chen J ( 2023 ) . Routing and Scheduling in Multigraphs With Time Constraints—A Memetic Approach for Airport Ground Movement . IEEE Transactions on Evolutionary Computation vol. 28 , ( 2 ) 474 - 488 .

Weiszer M, Burke EK, Chen J ( 2022 ) . Search graph structure and its implications for multi-graph constrained routing and scheduling problems . Scientific Reports vol. 12 , ( 1 )

Wang X, Brownlee AEI, Weiszer M, Woodward JR, Mahfouf M, Chen J ( 2022 ) . An Interval Type-2 Fuzzy Logic Based Map Matching Algorithm for Airport Ground Movements . IEEE Transactions on Fuzzy Systems

Liu S, Chen J, Weiszer M ( 2022 ) . Multi-objective Multigraph A∗ Search with Learning Heuristics based on Node Metrics and Graph Embedding . 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022 . Conference: 2022 IEEE 11th International Conference on Intelligent Systems (IS) from: 14/10/2022 to: 12/10/2022 ,

Du W, Li B, Chen J, Lv Y, Li Y ( 2022 ) . A Spatiotemporal Hybrid Model for Airspace Complexity Prediction . IEEE Intelligent Transportation Systems Magazine

Zhang T, Beke L, Liu S, Weiszer M, Chen J ( 2022 ) . An extended memetic algorithm for multiobjective routing and scheduling of airport ground movements with intermediate holding . Conference: 2022 IEEE Congress on Evolutionary Computation (CEC) vol. 00 , 1 - 8 .

Arpaci A, Chen J, Drake JH, Glover T ( 2022 ) . Sequence-based Selection Hyper-heuristics for Real-World Fibre Network Design Optimisation . Conference: 2022 IEEE Congress on Evolutionary Computation (CEC) vol. 00 , 1 - 8 .

Zhang Q, Chen J, Nguyen TT ( 2022 ) . Computational Intelligence in Data‐Driven Modelling and Its Engineering Applications 2020 . Mathematical Problems in Engineering vol. 2022 , ( 1 ) 1 - 2 .

Ma Y, Du W, Chen J, Zhang Y, Lv Y, Cao X ( 2022 ) . A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area . IEEE Intelligent Transportation Systems Magazine

Long T, Li Y, Chen J ( 2021 ) . Productivity prediction in aircraft final assembly lines: Comparisons and insights in different productivity ranges . Journal of Manufacturing Systems vol. 62 , 377 - 389 .

Wang X, Brownlee AEI, Weiszer M, Woodward J, Mahfouf M, Chen J ( 2021 ) . A chance-constrained programming model for airport ground movement optimisation with taxi time uncertainties . Transportation Research Part C: Emerging Technologies

Li B, Du W, Zhang Y, Chen J, Tang K, Cao X ( 2021 ) . A Deep Unsupervised Learning Approach for Airspace Complexity Evaluation . IEEE Transactions on Intelligent Transportation Systems

Du W, Guo T, Chen J, Li B, Zhu G, Cao X ( 2021 ) . Cooperative pursuit of unauthorized UAVs in urban airspace via Multi-agent reinforcement learning . Transportation Research Part C: Emerging Technologies vol. 128 ,

Beke L, Weiszer M, Chen J ( 2021 ) . A Comparison of Genetic Representations and Initialisation Methods for the Multi-objective Shortest Path Problem on Multigraphs . SN Computer Science vol. 2 , ( 3 ) Article 176 ,

Obajemu O, Mahfouf M, Maiyar LM, Al-Hindi A, Weiszer M, Chen J ( 2021 ) . Real-Time Four-Dimensional Trajectory Generation Based on Gain-Scheduling Control and a High-Fidelity Aircraft Model . Engineering

Wang X, Brownlee AEI, Woodward JR, Weiszer M, Mahfouf M, Chen J ( 2020 ) . Aircraft taxi time prediction: Feature importance and their implications . Transportation Research Part C: Emerging Technologies vol. 124 ,

Weiszer M, Burke EK, Chen J ( 2020 ) . Multi-objective routing and scheduling for airport ground movement . Transportation Research Part C: Emerging Technologies vol. 119 ,

Wang Y, Zheng H, Wu F, Chen J, Hansen M ( 2020 ) . A Comparative Study on Flight Delay Networks of the USA and China . Journal of Advanced Transportation vol. 2020 , 1 - 11 .

Tianci Z, Michal W, Chen J ( 2020 ) . The feasibility of Follow-the-Greens for 4-dimensional trajectory based airport ground movements . Transportation Research Part C: Emerging Technologies

Obajemu O, Mahfouf, Maiyar LM, He C, Allerton DJA, Chen J, Weiszer M ( 2020 ) . Fuzzy Modelling of Fuel Consumptions and Emissions for Optimal Navigation of a BOEING-747 Aircraft . Conference: 2020 IEEE Aerospace Conference vol. 00 , 1 - 7 .

Beke L, Weiszer M, Chen J ( 2020 ) . A Comparison of Genetic Representations for Multi-objective Shortest Path Problems on Multigraphs . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Conference: Evolutionary Computation in Combinatorial Optimization vol. 12102 LNCS , 35 - 50 .

Wang H, Zhang Z, Dai Z, Chen J, Zhu X, Du W, Cao X ( 2019 ) . Heterogeneous pigeon-inspired optimization . Science China Information Sciences vol. 62 , ( 7 )

Zhang X-J, Jia W, Guan X-M, Xu G-Q, Chen J, Zhu Y-B ( 2019 ) . Optimized deployment of a radar network based on an improved firefly algorithm . Frontiers of Information Technology and Electronic Engineering vol. 20 , ( 3 ) 425 - 437 .

Liu H, Liu F, Zhang X, Guan X, Chen J, Savinaud P ( 2018 ) . Aircraft conflict resolution method based on hybrid ant colony optimization and artificial potential field . Science China Information Sciences vol. 61 , ( 12 )

Zareian E, Chen J, O'Hare L, Bhattacharya BS, Gordon T ( 2018 ) . Interpretable Fuzzy Rule-Based Systems for Classification of Multi-Class EEG Data . Conference: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)4224 - 4229 .

Cao X, Zhu X, Tian Z, Chen J, Wu D, Du W ( 2018 ) . A knowledge-transfer-based learning framework for airspace operation complexity evaluation . Transportation Research Part C: Emerging Technologies vol. 95 , Article C , 61 - 81 .

Brownlee AEI, Woodward JR, Weiszer M, Chen J ( 2018 ) . A rolling window with genetic algorithm approach to sorting aircraft for automated taxi routing . Conference: Proceedings of the Genetic and Evolutionary Computation Conference1207 - 1213 .

Zhang T, Ding M, Zuo H, Chen J, Weiszer M, Qian X, Burke EK ( 2018 ) . An online speed profile generation approach for efficient airport ground movement . Transportation Research Part C: Emerging Technologies vol. 93 , 256 - 272 .

Brownlee AEI, WEISZER M, CHEN J, Ravizza S, WOODWARD JR, BURKE EK ( 2018 ) . A Fuzzy Approach to Addressing Uncertainty in Airport Ground Movement Optimisation . Transportation Research Part C: Emerging Technologies

WEISZER M, CHEN J, stewart P, Zhang X ( 2018 ) . Preference-based evolutionary algorithm for airport surface operations . Transportation Research Part C: Emerging Technologies

CHEN J, WEISZER M, Zareian E, Mahfouf M, Obajemu O ( 2018 ) . Multi-objective Fuzzy Rule-Based Prediction and Uncertainty Quantification of Aircraft Taxi Time . Conference: IEEE 20th International Conference on Intelligent Transportation Systems ( Yokohama, Japan ) from: 16/10/2017 to: 19/10/2017 ,

Obajemu O, Mahfouf, Allerton D, Weiszer M, Chen J ( 2017 ) . A Type-2 Fuzzy Modelling Framework for Aircraft Taxi-Time Prediction . Conference: 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)1 - 6 .

Guan X, Zhang X, Lv R, Chen J, Michal W ( 2017 ) . A large-scale multi-objective flights conflict avoidance approach supporting 4D trajectory operation . Science China Information Sciences vol. 60 , ( 11 )

Zhang Y, Gallimore M, Bingham C, Chen J, Xu Y ( 2016 ) . Hybrid Hierarchical Clustering — Piecewise Aggregate Approximation, with Applications . International Journal of Computational Intelligence and Applications vol. 15 , ( 04 ) 1650019 - 1650019 .

Chen J, Weiszer M, Locatelli G, Ravizza S, Atkin JA, Stewart P, Burke EK ( 2016 ) . Toward a more realistic, cost-effective, and greener ground movement through active routing: A multiobjective shortest path approach . IEEE Transactions on Intelligent Transportation Systems vol. 17 , ( 12 ) 3524 - 3540 .

Zareian E, Chen J, Bhattacharya BS ( 2016 ) . A Robust Evolutionary Optimisation Approach for Parameterising a Neural Mass Model . Lecture Notes in Computer Science . vol. 9887 , 225 - 234 .

Chen J, Weiszer M, Stewart P, Shabani M ( 2016 ) . Toward a More Realistic, Cost-Effective, and Greener Ground Movement Through Active Routing - Part I: Optimal Speed Profile Generation . IEEE Transactions on Intelligent Transportation Systems vol. 17 , ( 5 ) 1196 - 1209 .

Chen J, Weiszer M, Stewart P . Optimal Speed Profile Generation for Airport Ground Movement with Consideration of Emissions . 17th International IEEE Conference on Intelligent Transportation Systems (ITSC) . Conference: 2015 IEEE 18th International Conference on Intelligent Transportation Systems1797 - 1802 .

Weiszer M, Chen J, Stewart P . Preference-Based Evolutionary Algorithm for Airport Runway Scheduling and Ground Movement Optimisation . 17th International IEEE Conference on Intelligent Transportation Systems (ITSC) . Conference: 2015 IEEE 18th International Conference on Intelligent Transportation Systems2078 - 2083 .

Weiszer M, Chen J, Stewart P ( 2015 ) . A real-time Active Routing approach via a database for airport surface movement . Transportation Research Part C: Emerging Technologies vol. 58 , 127 - 145 .

Weiszer M, Chen J, Locatelli G ( 2015 ) . An integrated optimisation approach to airport ground operations to foster sustainability in the aviation sector . Applied Energy vol. 157 , 567 - 582 .

Chen J, Mahfouf M, Sidahmed G ( 2014 ) . A new holistic systems approach to the design of heat treated alloy steels using a biologically inspired multi-objective optimisation algorithm . Engineering Applications of Artificial Intelligence vol. 37 , Article C , 103 - 114 .

Weiszer M, Chen J, Ravizza S, Atkin J, Stewart P ( 2014 ) . A heuristic approach to greener airport ground movement . Conference: 2014 IEEE Congress on Evolutionary Computation (CEC)3280 - 3286 .

Ravizza S, Chen J, Atkin JAD, Stewart P, Burke EK ( 2014 ) . Aircraft taxi time prediction: Comparisons and insights . Applied Soft Computing vol. 14 , 397 - 406 .

Ravizza S, Chen J, Atkin JAD, Burke EK, Stewart P ( 2013 ) . The trade-off between taxi time and fuel consumption in airport ground movement . Public Transport vol. 5 , ( 1-2 ) 25 - 40 .

Chen J, Mahfouf M ( 2012 ) . Improving Transparency in Approximate Fuzzy Modeling Using Multi-objective Immune-Inspired Optimisation . International Journal of Computational Intelligence Systems vol. 5 , ( 2 ) 322 - 342 .