ORCID as entered in ROS
https://orcid.org/0000-0002-7379-8223
Select Publications
Conference Papers
, 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
, 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
, 2019, 'A machine learning approach for conflict resolution in dense traffic scenarios with uncertainties', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019, Dubayy(Dubai), U.A.E., presented at
, 2019, 'Advanced quantification of weather impact on air traffic management: ATMAP 2.0 - Intelligent weather categorization with machine learning', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019, Dubayy(Dubai), U.A.E., presented at
, 2019, 'Airway network flow management using Braess’s paradox', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019, Dubayy(Dubai), U.A.E., presented at
, 2019, 'Impact of stochastic delays, turnaround time and connection time on missed connections at low cost airports', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019, Dubayy(Dubai), U.A.E., presented at
, 2019, 'Detection, Tracking and Classification of Aircraft and Drones in Digital Towers Using Machine Learning on Motion Patterns', in 2019 Integrated Communications, Navigation and Surveillance Conference (ICNS), IEEE, presented at
, 2019, 'An intelligent interactive conflict solver incorporating air traffic controllers' preferences using reinforcement learning', in Integrated Communications, Navigation and Surveillance Conference, ICNS, http://dx.doi.org/10.1109/ICNSURV.2019.8735168
, 2019, 'Conflict prediction using generative model from ADS-B data', in Integrated Communications, Navigation and Surveillance Conference, ICNS, http://dx.doi.org/10.1109/ICNSURV.2019.8735372
, 2019, 'Conflict prediction using generative model from ADS-B data', in Integrated Communications, Navigation and Surveillance Conference, ICNS, http://dx.doi.org/10.1109/ICNSURV.2019.8735239
, 2019, 'Detection, tracking and classification of aircraft and drones in digital towers using machine learning on motion patterns', in Integrated Communications, Navigation and Surveillance Conference, ICNS, http://dx.doi.org/10.1109/ICNSURV.2019.8735238
, 2019, 'A machine learning approach for conflict resolution in dense traffic scenarios with uncertainties', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019
, 2019, 'Advanced quantification of weather impact on air traffic management: ATMAP 2.0 - Intelligent weather categorization with machine learning', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019
, 2019, 'Airway network flow management using Braess’s paradox', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019
, 2019, 'Construction of Air Traffic Controller’s Decision Network Using Error-Related Potential', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 384 - 393, http://dx.doi.org/10.1007/978-3-030-22419-6_27
, 2019, 'Impact of stochastic delays, turnaround time and connection time on missed connections at low cost airports', in 13th USA/Europe Air Traffic Management Research and Development Seminar 2019
, 2018, 'A Multi-Layer Artificial Neural Network Approach for Runway Configuration Prediction', Spain, presented at
, 2017, 'Trajectory Mathematical Distance Applied to Airspace Major Flows Extraction', in Air traffic management and systems III : selected papers of the 5th ENRI International Workshop on ATM/CNS (EIWAC2017) (Series title: Lecture Notes in Electrical Engineering), Tokyo, pp. 51 - 66, presented at
, 2017, 'A distributed air traffic flow management model for European functional airspace blocks', in 12th USA/Europe Air Traffic Management R and D Seminar
, 2016, 'Intelligent Anticipatory Agents for Changing Environments', in 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings, Institute of Electrical and Electronics Engineers (IEEE), Budapest, pp. 4597 - 4602, presented at
, 2016, 'Intelligent Anticipatory Agents for Changing Environments', in 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), IEEE, HUNGARY, Budapest, pp. 4597 - 4602, presented at
, 2016, 'An evolutionary optimization approach to maximize runway throughput capacity for hub and spoke airports', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Canberra, AUSTRALIA, pp. 313 - 323, presented at
, 2015, 'A Multicommodity Flow Optimization Formulation for Estimating Air Traffic Capacity of Airport Network', Tokyo, Japan, presented at
, 2015, 'A dynamic multi-commodity flow optimization algorithm for estimating airport network capacity', in Lecture Notes in Electrical Engineering, Tokyo, Japan, pp. 205 - 220, presented at
, 2015, 'Development of a Geographic Information System for Riverine Flood Disaster Evacuation in Canberra, Australia: Trip Generation and Distribution Modelling', in Palen M; Buscher M; Comes T; Hughes A (eds.), Proceedings of the 12th International Conference on Information Systems for Crisis Response and Management, Kristiansand, Norway, presented at
, 2015, 'A heuristic search approach to find contrail avoidance flight routes', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 14 - 20, http://dx.doi.org/10.1007/978-3-319-26350-2_2
, 2015, 'Shift for safety: A diffrential evolution approcah to optimize lateral airway offset for collision risk mitigation', in Proceedings of the 11th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2015
, 2014, 'Airspace Network Characterization for Effect of Intermediate Waypoints on Collision Risk Assesmnet', in ICRAT 2014 6th International Conference on Research in Air Transportation, Istanbul Technical University, Turkey, presented at
, 2014, 'Descriptive and Geographical Analysis of Flood Disaster Evacuation Modelling', in Hiltz SR; Pfaff MS; Plotnick L; Shih PC (eds.), Descriptive and Geographical Analysis of Flood Disaster Evacuation Modelling, The Pennsylvania State University, University Park, PA, presented at
, 2013, 'Australian Airports Network Robustness Analysis: A Complex Network Approach', in Department of Infrastructure and Regional Development. (ed.), Australasian Transport Research Forum, ATRF 2013 - Proceedings, Brisbane, presented at
, 2013, 'Real Time Prediction of Worst Case Air Traffic Sector Collision Risk using Evolutionary Optimization', in Suganthan PN (ed.), Singapore, presented at
, 2011, 'Discovering delay patterns in arrival traffic with dynamic continuous descent approaches using co-evolutionary red teaming', in Proceedings of the 9th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2011, pp. 174 - 183
, 2011, 'Co-Evolutionary Framework for Identifying Delay Patterns in Arrival Traffic and Ground Events for Dynamic CDA Operations', in Proceedings of 9th USA/EUROPE Air Traffic Management Research & Development Seminar, EUROCONTROL/FAA, Berlin, presented at
, 2010, 'A Dynamic Continuous Descent Approach Methodology for Low Noise and Emission', in Proc. of the 29th IEEE/AIAA Digital Avionics Systems Conference, IEEE, Salt Lake City, USA, pp. 1.E.51 - 1.E.518, presented at
, 2010, 'A Pittsburgh Multi-Objective Classifier for User Preferred Trajectories and Flight Navigation.', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at
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https://orcid.org/0000-0002-7379-8223