Select Publications
Books
2008, Multi-Objective Optimization in Computational Intelligence: Theory and Practice, University of NSW
,Book Chapters
2024, 'Evaluation of ATCO Situational Awareness in a Flow-Centric Air Traffic Environment Using SAGAT', in , pp. 438 - 445, http://dx.doi.org/10.1007/978-3-031-49215-0_52
,2017, 'An Evolutionary Optimization Approach for Path Planning of Arrival Aircraft for Optimal Sequencing', in Leu G; sINGH H; Elsayed S (ed.), Intelligent and Evolutionary Systems. Proceedings in Adaptation, Learning and Optimization, Springer, pp. 1 - 16, http://dx.doi.org/10.1007/978-3-319-49049-6_1
,2010, 'Evolutionary-Computation Based Risk Assessment of Aircraft Landing Sequencing Algorithms', in Hinchey M (ed.), IFIP Advances in Information and Communication Technology, Springer, pp. 254 - 265, http://dx.doi.org/10.1007/978-3-642-15234-4_25
,Journal articles
2024, 'Tangible digital twin with shared visualization for collaborative air traffic management operations', Transportation Research Part C: Emerging Technologies, 161, http://dx.doi.org/10.1016/j.trc.2024.104546
,2024, 'Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning', Advanced Engineering Informatics, 59, http://dx.doi.org/10.1016/j.aei.2023.102273
,2024, 'X-Fuzz: An Evolving and Interpretable Neurofuzzy Learner for Data Streams', IEEE Transactions on Artificial Intelligence, http://dx.doi.org/10.1109/TAI.2024.3363116
,2023, 'A quasi-dynamic air traffic assignment model for mitigating air traffic complexity and congestion for high-density UAM operations', Transportation Research Part C: Emerging Technologies, 154, http://dx.doi.org/10.1016/j.trc.2023.104279
,2023, 'Interpretable Tracking and Detection of Unstable Approaches Using Tunnel Gaussian Process', IEEE Transactions on Aerospace and Electronic Systems, 59, pp. 2658 - 2671, http://dx.doi.org/10.1109/TAES.2022.3217994
,2023, 'Collision risk assessment of reduced aircraft separation minima in procedural airspace using advanced communication and navigation', Chinese Journal of Aeronautics, 36, pp. 315 - 337, http://dx.doi.org/10.1016/j.cja.2022.11.016
,2023, 'Probabilistic Conflict Detection Using Heteroscedastic Gaussian Process and Bayesian Optimization', IEEE Access, 11, pp. 109341 - 109352, http://dx.doi.org/10.1109/ACCESS.2023.3321146
,2022, 'A Deep Reinforcement Learning Approach for Airport Departure Metering Under Spatial-Temporal Airside Interactions', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 23933 - 23950, http://dx.doi.org/10.1109/TITS.2022.3209397
,2022, 'Machine Learned Prediction of Runway Configuration Transition Times for Capacity Analysis', , pp. 87 - 94, http://dx.doi.org/10.57358/iwac.1.0_87
,2022, 'Synthetic Training of Neural Networks for Semantic Segmentation of LiDAR Point Clouds', , pp. 17 - 24, http://dx.doi.org/10.57358/iwac.1.0_17
,2022, 'Complexity optimal air traffic assignment in multi-layer transport network for Urban Air Mobility operations', Transportation Research Part C: Emerging Technologies, 142, http://dx.doi.org/10.1016/j.trc.2022.103776
,2022, 'Towards a greener Extended-Arrival Manager in air traffic control: A heuristic approach for dynamic speed control using machine-learned delay prediction model', Journal of Air Transport Management, 103, http://dx.doi.org/10.1016/j.jairtraman.2022.102250
,2022, 'A machine learned go-around prediction model using pilot-in-the-loop simulations', Transportation Research Part C: Emerging Technologies, 140, http://dx.doi.org/10.1016/j.trc.2022.103704
,2022, 'Impact of Spatial Orientation Ability on Air Traffic Conflict Detection in a Simulated Free Route Airspace Environment', Frontiers in Human Neuroscience, 16, http://dx.doi.org/10.3389/fnhum.2022.739866
,2022, 'A computer vision framework using Convolutional Neural Networks for airport-airside surveillance', Transportation Research Part C: Emerging Technologies, 137, http://dx.doi.org/10.1016/j.trc.2022.103590
,2022, 'A Generative Adversarial Imitation Learning Approach for Realistic Aircraft Taxi-Speed Modeling', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 2509 - 2522, http://dx.doi.org/10.1109/TITS.2021.3119073
,2022, 'Deep reinforcement learning based path stretch vector resolution in dense traffic with uncertainties', Transportation Research Part C: Emerging Technologies, 135, http://dx.doi.org/10.1016/j.trc.2021.103463
,2022, 'Aircraft Trajectory Prediction with Enriched Intent Using Encoder-Decoder Architecture', IEEE Access, 10, pp. 17881 - 17896, http://dx.doi.org/10.1109/ACCESS.2022.3149231
,2022, 'Critical Links Detection in Spatial-Temporal Airway Networks Using Complex Network Theories', IEEE Access, 10, pp. 27925 - 27944, http://dx.doi.org/10.1109/ACCESS.2022.3152163
,2022, 'Hyperheuristic Approach Based on Reinforcement Learning for Air Traffic Complexity Mitigation', Journal of Aerospace Information Systems, 19, pp. 633 - 648, http://dx.doi.org/10.2514/1.I011048
,2022, 'Comparing the Emotional and Cognitive Components of Initial Trust Formation in Air Traffic Controller-Autonomy Teams', Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 66, pp. 167 - 171, http://dx.doi.org/10.1177/1071181322661053
,2021, 'An incremental clustering method for anomaly detection in flight data', Transportation Research Part C: Emerging Technologies, 132, http://dx.doi.org/10.1016/j.trc.2021.103406
,2021, 'A quantum-inspired model for human-automation trust in air traffic controllers derived from functional Magnetic Resonance Imaging and correlated with behavioural indicators', Journal of Air Transport Management, 97, http://dx.doi.org/10.1016/j.jairtraman.2021.102143
,2021, 'Predictive classification and understanding of weather impact on airport performance through machine learning', Transportation Research Part C: Emerging Technologies, 131, http://dx.doi.org/10.1016/j.trc.2021.103119
,2021, 'Robustness Evaluation of Multipartite Complex Networks Based on Percolation Theory', IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51, pp. 6244 - 6257, http://dx.doi.org/10.1109/TSMC.2019.2960156
,2021, 'Dynamic capacity and variable runway configurations in airport slot allocation', Computers and Industrial Engineering, 159, http://dx.doi.org/10.1016/j.cie.2021.107480
,2021, 'Air passenger forecasting using Neural Granger causal Google trend queries', Journal of Air Transport Management, 95, http://dx.doi.org/10.1016/j.jairtraman.2021.102083
,2021, 'A Spatial–Temporal Network Perspective for the Propagation Dynamics of Air Traffic Delays', Engineering, 7, pp. 452 - 464, http://dx.doi.org/10.1016/j.eng.2020.05.027
,2021, 'Air traffic assignment for intensive urban air mobility operations', Journal of Aerospace Information Systems, 18, pp. 860 - 875, http://dx.doi.org/10.2514/1.I010954
,2021, 'Tunnel gaussian process model for learning interpretable flight’s landing parameters', Journal of Guidance, Control, and Dynamics, 44, pp. 2263 - 2275, http://dx.doi.org/10.2514/1.G005802
,2020, 'On Robustness Paradox in Air Traffic Networks', IEEE Transactions on Network Science and Engineering, 7, pp. 3087 - 3099, http://dx.doi.org/10.1109/TNSE.2020.3015728
,2020, 'A collision risk assessment method for runway threshold management: A case study of Singapore Changi Airport', Case Studies on Transport Policy, 8, pp. 784 - 795, http://dx.doi.org/10.1016/j.cstp.2020.06.004
,2020, 'Breakup of Directed Multipartite Networks', IEEE Transactions on Network Science and Engineering, 7, pp. 947 - 960, http://dx.doi.org/10.1109/TNSE.2019.2894142
,2020, 'On the Robustness of Complex Systems with Multipartitivity Structures under Node Attacks', IEEE Transactions on Control of Network Systems, 7, pp. 106 - 117, http://dx.doi.org/10.1109/TCNS.2019.2919856
,2020, 'A mixed integer programming model for optimal ATC tower height and location: a case study for Singapore Changi Airport's third runway extension', Engineering Optimization, 52, pp. 139 - 164, http://dx.doi.org/10.1080/0305215X.2019.1577405
,2020, 'An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach', Complexity, 2020, http://dx.doi.org/10.1155/2020/1659103
,2020, 'An interactive conflict solver for learning air traffic conflict resolutions', Journal of Aerospace Information Systems, 17, pp. 271 - 277, http://dx.doi.org/10.2514/1.I010807
,2020, 'Percolation Theories for Multipartite Networked Systems under Random Failures', Complexity, 2020, http://dx.doi.org/10.1155/2020/3974503
,2020, 'Temporal Patterns Underlying Domestic Departure Passengers Behavior in the Airport', IEEE Access, 8, pp. 127969 - 127980, http://dx.doi.org/10.1109/ACCESS.2020.3008438
,2019, 'Airway network management using Braess's Paradox', Transportation Research Part C: Emerging Technologies, 105, pp. 565 - 579, http://dx.doi.org/10.1016/j.trc.2019.06.014
,2019, 'An evolutionary computational framework for capacity-safety trade-off in an air transportation network', Chinese Journal of Aeronautics, 32, pp. 999 - 1010, http://dx.doi.org/10.1016/j.cja.2018.12.017
,2019, 'A Multi-Agent Approach for Reactionary Delay Prediction of Flights', IEEE Access, 7, pp. 181565 - 181579, http://dx.doi.org/10.1109/ACCESS.2019.2957874
,2019, 'A Passenger-Centric Model for Reducing Missed Connections at Low Cost Airports with Gates Reassignment', IEEE Access, 7, pp. 179429 - 179444, http://dx.doi.org/10.1109/ACCESS.2019.2953769
,2019, 'Interdependency and Vulnerability of Multipartite Networks under Target Node Attacks', Complexity, 2019, http://dx.doi.org/10.1155/2019/2680972
,2018, 'A Cooperative Co-Evolutionary optimisation model for best-fit aircraft sequence and feasible runway configuration in a multi-runway airport', Aerospace, 5, http://dx.doi.org/10.3390/aerospace5030085
,2018, 'Airspace Collision Risk Hot-Spot Identification using Clustering Models', IEEE Transactions on Intelligent Transportation Systems, 19, pp. 48 - 57, http://dx.doi.org/10.1109/TITS.2017.2691000
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