Select Publications
Conference Papers
2023, 'A Machine Learned Traffic Flow Coordination Framework for Flow-Centric Airspace', in SESAR Innovation Days
,2023, 'A Multi-Modal Approach to Measuring the Effect of XAI on Air Traffic Controller Trust during Off-Nominal Runway Exits', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 4813 - 4819, http://dx.doi.org/10.1109/SMC53992.2023.10394443
,2023, 'A Supervised Learning Approach for 4D Air Traffic Conflict Prediction under Trajectory Uncertainty', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 2416 - 2423, http://dx.doi.org/10.1109/ITSC57777.2023.10422559
,2023, 'AirFusion: A Machine Learning Framework for Balancing Air Traffic Demand and Airspace Capacity Through Dynamic Airspace Sectorization', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 5324 - 5331, http://dx.doi.org/10.1109/ITSC57777.2023.10421895
,2023, 'An Agent-Based Approach for Air Traffic Conflict Resolution in a Flow-Centric Airspace', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 5619 - 5626, http://dx.doi.org/10.1109/ITSC57777.2023.10422292
,2023, 'Enhancing Airside Monitoring: A Multi-Camera View Approach for Aircraft Position Estimation for Digital Control Towers', in SESAR Innovation Days
,2023, 'Image-based Conflict Detection with Convolutional Neural Network under Weather Uncertainty', in Integrated Communications, Navigation and Surveillance Conference, ICNS, http://dx.doi.org/10.1109/ICNS58246.2023.10124287
,2023, 'Integrated Air and Space Traffic Management: An Agent-Based Simulation for Analysis of Space-Launch Impact on Air Traffic', in SESAR Innovation Days
,2023, 'Meta-Heuristics Approach for Arrival Sequencing and Delay Absorption Through Automated Vectoring', in 2023 IEEE Congress on Evolutionary Computation, CEC 2023, http://dx.doi.org/10.1109/CEC53210.2023.10254077
,2022, 'A Multi-Agent Reinforcement Learning Approach for System-Level Flight Delay Absorption', in Proceedings - Winter Simulation Conference, pp. 406 - 417, http://dx.doi.org/10.1109/WSC57314.2022.10015437
,2022, 'A Multiobjective Optimization Approach for Air Traffic Flow Management for Airspace Safety Enhancement', in 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings, http://dx.doi.org/10.1109/CEC55065.2022.9870355
,2022, 'A Shared Interactive Space in Mixed Reality for Collaborative Digital Tower Operations', in Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022, pp. 615 - 621, http://dx.doi.org/10.1109/ISMAR-Adjunct57072.2022.00128
,2022, 'Deep Reinforcement Learning for Air Traffic Conflict Resolution Under Traffic Uncertainties', in AIAA/IEEE Digital Avionics Systems Conference - Proceedings, http://dx.doi.org/10.1109/DASC55683.2022.9925772
,2022, 'Modelling Aircraft Priority Assignment by Air Traffic Controllers During Taxiing Conflicts Using Machine Learning', in Proceedings - Winter Simulation Conference, pp. 394 - 405, http://dx.doi.org/10.1109/WSC57314.2022.10015367
,2022, 'Multi-Agent Deep Reinforcement Learning for Mix-mode Runway Sequencing', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 586 - 593, http://dx.doi.org/10.1109/ITSC55140.2022.9922221
,2022, 'Towards Automated Apron Operations - Training of Neural Networks for Semantic Segmentation Using Synthetic LiDAR Sensors', in Proceedings - Winter Simulation Conference, pp. 418 - 429, http://dx.doi.org/10.1109/WSC57314.2022.10015391
,2021, 'Deep Reinforcement Learning Based Airport Departure Metering', in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 366 - 371, http://dx.doi.org/10.1109/ITSC48978.2021.9565012
,2021, 'A decision-tree based continuous learning framework for real-time prediction of runway capacities', in Integrated Communications, Navigation and Surveillance Conference, ICNS, http://dx.doi.org/10.1109/ICNS52807.2021.9441617
,2021, 'NIRS-based Cognitive Assessment of Safety-Critical Air Traffic Operations', in 9th IEEE International Winter Conference on Brain-Computer Interface, BCI 2021, http://dx.doi.org/10.1109/BCI51272.2021.9385370
,2021, 'A Data-Driven Approach for Taxi-Time Prediction: A Case Study of Singapore Changi Airport', in Lecture Notes in Electrical Engineering, pp. 113 - 129, http://dx.doi.org/10.1007/978-981-33-4669-7_7
,2021, 'A Machine Learning Approach for the Prediction of Top of Descent', in AIAA/IEEE Digital Avionics Systems Conference - Proceedings, http://dx.doi.org/10.1109/DASC52595.2021.9594470
,2021, 'A Machine Learning Framework for Predicting ATC Conflict Resolution Strategies for Conformal Automation', in SESAR Innovation Days
,2021, 'A Machine Learning-Based Framework for Aircraft Maneuver Detection and Classification', in 14th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2021
,2021, 'A Multiobjective Optimization Approach for Reducing Air Traffic Collision Risk', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, pp. 1759 - 1766, http://dx.doi.org/10.1109/CEC45853.2021.9504707
,2021, 'A Tree-based Machine Learning Model for Go-around Detection and Prediction', in SESAR Innovation Days
,2021, 'Data-driven Runway Occupancy Time Prediction using Decision Trees', in AIAA/IEEE Digital Avionics Systems Conference - Proceedings, http://dx.doi.org/10.1109/DASC52595.2021.9594365
,2021, 'Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance', in 2021 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2021, http://dx.doi.org/10.1109/ICMEW53276.2021.9456005
,2021, 'Embodied Multimodal Interaction with a Portable Mixed Reality-based Digital Tower', in 14th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2021
,2021, 'Predicting Runway Configuration Transition Timings Using Machine Learning Methods', in Proceedings - Winter Simulation Conference, http://dx.doi.org/10.1109/WSC52266.2021.9715492
,2021, 'Real-time Departure Slotting in Mixed-Mode Operations using Deep Reinforcement Learning: A Case study of Zurich Airport', in 14th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2021
,2021, 'Variable Taxi-Out Time Prediction Using Graph Neural Networks', in SESAR Innovation Days
,2020, 'Carousel Inspired Virtual Circulation: A Simulation Model for Uav Arrival and Landing Procedure under Random Events', in Proceedings - Winter Simulation Conference, pp. 504 - 515, http://dx.doi.org/10.1109/WSC48552.2020.9383974
,2020, 'A Braess's Paradox Inspired Method for Enhancing the Robustness of Air Traffic Networks', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 798 - 805, http://dx.doi.org/10.1109/SSCI47803.2020.9308452
,2020, 'Causal Effects of Landing Parameters on Runway Occupancy Time using Causal Machine Learning Models', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2713 - 2722, http://dx.doi.org/10.1109/SSCI47803.2020.9308243
,2020, 'Enhancing the Robustness of Airport Networks by Removing Links', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, http://dx.doi.org/10.1109/CEC48606.2020.9185852
,2020, 'A distributed metaheuristic approach for complexity reduction in air traffic for strategic 4d trajectory optimization', in 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation, AIDA-AT 2020, http://dx.doi.org/10.1109/AIDA-AT48540.2020.9049200
,2020, 'A map-matching algorithm for ground movement trajectory representation using a-SMGCS data', in 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation, AIDA-AT 2020, http://dx.doi.org/10.1109/AIDA-AT48540.2020.9049181
,2020, 'A traffic method for unmanned aircraft systems on a virtual closed circuit', in 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation, AIDA-AT 2020, http://dx.doi.org/10.1109/AIDA-AT48540.2020.9049166
,2020, 'Airspace capacity overload identification using collision risk patterns', in 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation, AIDA-AT 2020, http://dx.doi.org/10.1109/AIDA-AT48540.2020.9049182
,2020, 'Analysis of airport ground operations based on ADS-B data', in 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation, AIDA-AT 2020, http://dx.doi.org/10.1109/AIDA-AT48540.2020.9049212
,2020, 'Dynamic hot spot prediction by learning spatial- temporal utilization of taxiway intersections', in 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation, AIDA-AT 2020, http://dx.doi.org/10.1109/AIDA-AT48540.2020.9049186
,2020, 'Real-time unstable approach detection using sparse variational gaussian process', in 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation, AIDA-AT 2020, http://dx.doi.org/10.1109/AIDA-AT48540.2020.9049174
,2020, 'A Neuroimaging Approach to Evaluate Choices and Compare Performance of Tower Air Traffic Controllers During Missed Approaches', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 107 - 117, http://dx.doi.org/10.1007/978-3-030-50353-6_8
,2020, 'Air Traffic Structuration based on Linear Dynamical Systems', in SESAR Innovation Days
,2020, 'Aircraft Push-back Prediction and Turnaround Monitoring by Vision-based Object Detection and Activity Identification', in SESAR Innovation Days
,2020, 'Speed Control Strategies for E-AMAN using Holding Detection-Delay Prediction Model', in SESAR Innovation Days
,2019, 'A quantum-inspired model for human-automation trust in air traffic control derived from functional magnetic resonance imaging', in SESAR Innovation Days, Athens, Greece, presented at 9th SESAR Innovation Days, Athens, Greece, 02 December 2019 - 06 December 2019
,2019, 'An Airspace Collision Risk Simulator for Safety Assessment', in Proceedings - Winter Simulation Conference, pp. 3160 - 3171, http://dx.doi.org/10.1109/WSC40007.2019.9004764
,2019, 'Classification of Weather Impacts on Airport Operations', in Proceedings - Winter Simulation Conference, pp. 500 - 511, http://dx.doi.org/10.1109/WSC40007.2019.9004915
,2019, 'Reinforcement learning for two-aircraft conflict resolution in the presence of uncertainty', in RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, http://dx.doi.org/10.1109/RIVF.2019.8713624
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