Publications with OpenSky Network Data
Citing OpenSky Network
If you create a publication (including web pages, papers published by a third party, and publicly available presentations) using any data from the OpenSky Network, cite the original OpenSky paper as follows:
Matthias SchΓ€fer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic and Matthias Wilhelm.
"Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research".
In Proceedings of the 13th IEEE/ACM International Symposium on Information Processing in Sensor
Networks (IPSN), pages 83-94, April 2014.
You can additionally mention our URL, where appropriate:
https://opensky-network.org, The OpenSky Network
Publications using the OpenSky Network
The following list contains 748 publications created from research using OpenSky Network data. The purpose of this list is to provide insights into past uses of OpenSky Network data. You can read a detailed breakdown and analysis of the type of publications over the years 2014-2020. Please let us know about any new or old publications that we have missed using a PR on https://github.com/openskynetwork/publications!
2025
#748
Towards Deep Learning-Based Estimation of Contrail Environmental Impact: Transatlantic Flights as a Case Study
Conference/Book: Proceedings of the 2025 IEEE/AIAA 43rd Digital Avionics Systems Conference (DASC)
#747
Placement Synergy: Bridging ADS-B Ground and Space Sensors for Secure Wide-Area Multilateration
Conference/Book: Proceedings of the 2025 IEEE/AIAA 43rd Digital Avionics Systems Conference (DASC)
#746
New Machine Learning Approaches for Intrusion Detection in ADS-B
Journal: arXiv preprint arXiv:2510.08333v1
#745
Extracting aircraft conflict-resolution situations from historical ADS-B data
Journal: Transportation Research Interdisciplinary Perspectives
Existing conflict resolution models are often based on theoretical frameworks that, while providing optimal solutions under specific criteria, may not fully align with real-world controller decision-making practices. This gap between model predictions and actual behaviour can lead to low acceptance of automated tools. Understanding how controllers resolve conflicts in daily operations could help design assistance tools that generate advisories more likely to be accepted and integrated into their workflow. This study introduces a data-driven methodology for identifying and cataloguing air traffic deconfliction instances using historical ADS-B data. By analysing trajectory deviations and their impact on predicted aircraft separations, we extract instances of deconfliction and encode them into a structured dataset. This dataset captures key elements of each event, including sector information, deviated aircraft details, predicted non-deviated trajectories, and surrounding traffic conditions. Our approach facilitates large-scale analysis of air traffic control decision-making, providing a foundation for developing conflict resolution models that better reflect operational practices. This paper details the methodology and process used to construct this dataset.
#744
LLM-Driven Adaptive Prompt Optimization Framework for ADS-B Anomaly Detection
Journal: Aerospace
The Automatic Dependent Surveillance-Broadcast (ADS-B) is a key component of the new-generation air traffic surveillance system. However, it is vulnerable to security threats due to its plaintext transmission and lack of authentication mechanisms. Existing ADS-B anomaly detection methods still suffer from significant limitations, including low anomaly detection rates and limited adaptability. To address these issues, this paper proposes a novel ADS-B anomaly detection framework driven by large language models (LLMs). The approach utilizes pre-trained LLMs and a self-iterative prompt optimization loop, which integrates historical trajectories and multimodal features to refine expert-initialized prompts. The optimized prompts guide the LLM in identifying ADS-B anomalies. The advantage of the proposed ADS-B anomaly detection framework lies in overcoming the limitation of traditional model adaptation. Experimental results show that the proposed method achieves excellent performance on key metrics: the anomaly detection rate of 98.55%, the false alarm rate controlled at 3.61%, the miss detection rate reduced to 1.45%, and a recall of 96.39%. Compared to traditional detection methods, this method improves detection accuracy by an average of more than 12%. Furthermore, experiments on multi-type anomaly detection tasks validate that the framework exhibits strong adaptability and good generalization, providing effective technical support for the development of aviation data security protection systems.
#743
Revisiting Node Affinity Prediction in Temporal Graphs
Journal: arXiv preprint arXiv:2510.06940v1
#742
The Evolution and Taxonomy of Deep Learning Models for Aircraft Trajectory Prediction: A Review of Performance and Future Directions
Journal: Applied Sciences
Publisher: MDPI
#741
Global spatial clustering of mpox outbreaks: a geospatial analysis from 2022 to 2024
Journal: International Journal of Environmental Health Research
Publisher: Taylor & Francis
#740
Beyond Carbon: Multi-Dimensional Sustainability Performance Metrics for Indiaβs Aviation Industry
#739
Measuring the locations and properties of VHF sources emitted from an aircraft flying through high clouds
Journal: arXiv preprint arXiv:2509.16574
#738
Quantum Enhanced Anomaly Detection for ADS-B Data using Hybrid Deep Learning
Journal: arXiv preprint arXiv:2509.15991
#737
A Dantzig-Wolfe Reformulation for Automated Aircraft Arrival Routing and Scheduling
Journal: arXiv preprint arXiv:2509.13065
#736
#735
Spatial--Temporal Physics-Constrained Multilayer Perceptron for Aircraft Trajectory Prediction
Journal: Applied Sciences
Publisher: MDPI
#734
Locating GNSS interference sources using ADS-B with non-linear least squares
Journal: NAVIGATION: Journal of the Institute of Navigation
#733
Swarm: A Distributed Ledger-based Framework to Enhance Air Traffic Control Security Using ADS-B Protocol
Journal: ACM Transactions on Privacy and Security
Publisher: ACM New York, NY
#732
A comprehensive simulation approach for maintenance costs of future aircraft engines using the example of hybrid-electric propulsion
Conference/Book: Turbo Expo
#731
Aircraft emissions of ultrafine particles characterized by real-world near runway measurements
Journal: npj Climate and Atmospheric Science
Publisher: Nature Publishing Group UK London
#730
A Comparative Analysis of AI Model and Traditional Model in 4D Trajectory Prediction Using Different Error Metrics.
Journal: International Journal of High School Research
#729
Aircraft Trajectory Estimation in Distributed Sensor Networks via End-to-End Deep Learning
Conference/Book: 2025 IEEE/CIC International Conference on Communications in China (ICCC)
#728
Using a relational database for the management of contextualized knowledge graphs for air traffic management in the time-critical setting of the AWARE project/Submitted by Gerald Wakolbinger, BSc
School: University Linz
#727
Identifying anomalies in Automatic Dependent Surveillance Broadcast with Explainable AI: Improving trust with SHapley Additive exPlanations
School: University of LinkΓΆping
#726
The ELK global emission inventory for the transport sectors
Journal: Earth System Science Data Discussions
Publisher: GΓΆttingen, Germany
#725
Anomaly Detection in Aircraft Trajectories using Machine Learning
Journal: Authorea Preprints
Publisher: Authorea
#724
Enhancing aviation safety and efficiency: applying artificial intelligence (AI) to address navigational challenges
Journal: Neural Computing and Applications
Publisher: Springer
#723
SPDTM: A Shapley-value Based Preference Discovery and Task Matching to Maximize Satisfaction in Mobile Crowd Sensing
Journal: Computer Networks
Publisher: Elsevier
#722
TempGraph: An Efficient Chain-driven Temporal Graph Computing Framework on the GPU
Conference/Book: Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3
#721
Correcting update anomalies in spatiotemporal knowledge graphs with uncertainties
Journal: Engineering Applications of Artificial Intelligence
Publisher: Elsevier
#720
Traffic Flow Prediction Using Multi-Scale Convolution and Attention Mechanisms
Conference/Book: 2025 International Conference on Intelligent Computing
#719
Auto-ATC: A Diffusion-Transformer-Based Automatic Air Traffic Control System
School: National Taiwan University
#718
Actual Take-Off Weight (TOW) Estimation: An Artificial Intelligence Approach
School: Universidad PolitΓ©cnica de Madrid
#717
Automatic Contrail Detection Using Integrated Satellite Observation, Meteorological Indicators, and Air Traffic Data in the United Kingdom
Conference/Book: 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC)
#716
Stone Soup: ADS-B-Based Multi-Target Tracking with Stochastic Integration Filter
Conference/Book: 2025 28th International Conference on Information Fusion (FUSION)
#715
A Resilience-Driven Concept to Manage Drone Intrusions in U-Space
Journal: IET Radar, Sonar & Navigation
Publisher: Wiley Online Library
#714
An integrated encounter modeling and simulation tool for a robust detect-and-avoid system evaluation
Journal: Aerospace Science and Technology
Publisher: Elsevier
#713
Unveiling Hidden Dynamics in Air Traffic Networks: An Additional-Symmetry-Inspired Framework for Flight Delay Prediction
Journal: Mathematics
Publisher: MDPI
#712
#711
Toward Accurate Flight Trajectory Prediction: Insights from ADS-B and Wind Data Integration
Conference/Book: International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing
#710
Pc-Transformer: Probabilistic Flight Trajectory Prediction with Multi-Stage Predictive Coding
Journal: Available at SSRN 5338513
#709
Assessing Airport Surface Traffic Performance from Open Sources of Aviation Data
Conference/Book: First International Air Transportation Research and Development Symposium (ATRDS 2025)
#708
Automated Reporting for Flight Tests: Enhancing Efficiency with AI and Digital Twin Technology
Conference/Book: Conference Proceedings SFTE
#707
A robust optimization approach for dynamic airspace configuration
Conference/Book: First International Air Transportation Research and Development Symposium (ATRDS 2025)
#706
Integrating Realistic 3D Aircraft Trajectory Optimization with Climate Impact Metrics for Sustainable Aviation
#705
Design of the vertical trajectory for arrival and departure routes at Prague airport
Journal: Acta Polytechnica CTU Proceedings
#704
Contrail, or not contrail, that is the question: the "feasibility" of climate-optimal routing
Conference/Book: First International Air Transportation Research and Development Symposium (ATRDS 2025)
#703
Experiments on Geospatial Data Modelling for Long-Term Trajectory Prediction of Aircrafts
Journal: AGILE: GIScience Series
Publisher: Copernicus Publications GΓΆttingen, Germany
#702
Air Traffic Simulation Framework for Testing Automated Air Traffic Control Solutions
Journal: Applied Sciences
Publisher: MDPI
#701
Indicators of External Disruptions in Supply Chains: A Framework for Early Detection and Resilience Planning
Conference/Book: 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)
#700
Lightning Risk Prediction for Aviation Safety
Conference/Book: 2025 1st International Conference on Radio Frequency Communication and Networks (RFCoN)
#699
Assessing Collision Risks Between Drones and Manned Aircraft
Conference/Book: 2025 Systems and Information Engineering Design Symposium (SIEDS)
#698
#697
GPS Anomalies in Aviation: Preliminary Insights from Automatic Dependent Surveillance--Broadcast Data
Journal: Journal of Aerospace Information Systems
Publisher: American Institute of Aeronautics and Astronautics
#696
Effectiveness of Detection Methods for GNSS Spoofing Signals in the Eastern Mediterranean Airspace: A Flight Study
Conference/Book: 2025 IEEE/ION Position, Location and Navigation Symposium (PLANS)
#695
Prediction of Arrival Aircraft Time Spent in TMA with Graph Neural Network
Conference/Book: 2025 Integrated Communications, Navigation and Surveillance Conference (ICNS)
#694
Synthetic Aircraft Trajectory Generation Using Time-Based VQ-VAE
Conference/Book: 2025 Integrated Communications, Navigation and Surveillance Conference (ICNS)
#693
Aircraft-Specific Vehicle Routing Profile for Taxi Route Finding
Conference/Book: 2025 Integrated Communications, Navigation and Surveillance Conference (ICNS)
#692
Open Loop Aircraft Take-off Mass Estimation: An Optimal Trajectory Approach
Conference/Book: 2025 Integrated Communications, Navigation and Surveillance Conference (ICNS)
#691
OpenSky Report 2025: Improving Crowdsourced Flight Trajectories with ADS-C Data
Conference/Book: 2025 Integrated Communications, Navigation and Surveillance Conference (ICNS)
#690
Space Threat Assessment 2025
Institution: Center for Strategic and International Studies (CSIS)
#689
#688
Global sensitivity analysis of the Doc. 29 aircraft noise model
Conference/Book: DAS|DAGA2025
#687
Dynamic Quasi-Hyperbolic Momentum Iterative Attack With Small Perturbation for 4D-Flight Trajectory Prediction
Journal: IEEE Internet of Things Journal
Publisher: IEEE
#686
#685
#684
#683
#682
#681
Investigating The Impacts Of A G4-Level Geomagnetic Storm On Airborne Gnss Performance Using Mass Ads-B Data In Southern Canada
Journal: IEEE Transactions on Aerospace and Electronic Systems
Publisher: IEEE
#680
#679
#678
Boosting Temporal Graph Learning From Perspectives of Global and Local Structures
Journal: IEEE Transactions on Neural Networks and Learning Systems
Publisher: IEEE
#677
Optimizing Global Genomic Surveillance for Early Detection of Emerging SARS-CoV-2 Variants
Journal: arXiv preprint arXiv:2502.00934
#676
#675
Navigating Interference-Examining In-Flight GNSS Spoofing Patterns and Signal Disruptions
Conference/Book: Proceedings of the 2025 International Technical Meeting of The Institute of Navigation
#674
From LOW-COST Spectrum Monitoring to 5G Networks: algorithms and systems for localizing and identifying wireless transmissions
School: Universidad Carlos III de Madrid
#673
Modelling prospective environmental scenarios for aviation: regionalisation, study of abatement costs and techno-economic optimisation under environmental constraints
School: ISAE-SUPAERO
#672
First steps towards aviation climate impact assessment using ATMLab
Conference/Book: Towards Sustainable Aviation Summit
#671
Adaptive Multilayer Ensemble based Real Time Stream data Classification: Architectural Perspectives and Performance
#670
#669
Multifactor Analysis of Operational Factors Contributing to Aircraft Overflight Noise Variation
Conference/Book: AIAA SCITECH 2025 Forum
#668
#667
Data Processing Techniques for Trajectories of Road and Air Vehicles: Dimensionality Reduction, Anomaly Detection, Filtering and Data Compression with Applications in V2X Collective Perception
School: Universite de Toulouse
#666
A Multi-Layer Secure Sharing Framework for Aviation Big Data Based on Blockchain
Journal: Future Internet
Publisher: MDPI
#665
Wide-area Multilateration Airspace Surveillance with Unsynchronized Low-Cost ADS-B Receivers Using TDOA Observations
Journal: NAVIGATION: Journal of the Institute of Navigation
2024
#664
What explains temporal and geographic variation in the early US COVID-19 pandemic? H. Allcott et al.
Journal: Review of Economic Design
Publisher: Springer
#663
GPS jamming detection: ADS-B vs professional detector comparison
Journal: Transportation Research Procedia
Publisher: Elsevier
#662
Optimizing polar air traffic: Strategies for mitigating the effects of space weather-induced communication failures poleward of 82 N
Journal: Space Weather
Publisher: Wiley Online Library
#661
#660
Utilizing Multimodal Data for Edge Case Robust Call-sign Recognition and Understanding
Journal: arXiv preprint arXiv:2412.20467
#659
Mshyper: Multi-scale hypergraph transformer for long-range time series forecasting
Journal: arXiv preprint arXiv:2401.09261
#658
Airport Cooperative Research Program Graduate Research Award 11-04: Geographic Information System Application to Unmanned Traffic Management within the National Airspace System
Journal: Transportation Research Record
Publisher: SAGE Publications Sage CA: Los Angeles, CA
#657
TAACKIT: Track Annotation and Analytics with Continuous Knowledge Integration Tool
Journal: arXiv preprint arXiv:2412.16228
#656
Strategies for decarbonizing the aviation sector: Evaluating economic competitiveness of green hydrogen value chains-A case study in France
Journal: Energy
Publisher: Elsevier
#655
Can Trust Enhance Credit Rating Accuracy?
Conference/Book: The 2024 Sydney Banking and Financial Stability Conference
#654
#653
#652
#651
#650
#649
#648
#647
#646
#645
#644
#643
Drone Intrusions in U-Space: Risk Analysis and Modeling of Cyber-Physical Attacks
Conference/Book: 2024 IEEE International Workshop on Technologies for Defense and Security (TechDefense)
#642
ADS-Bpois: Poisoning Attacks against Deep Learning-Based Air Traffic ADS-B Unsupervised Anomaly Detection Models
Journal: IEEE Internet of Things Journal
Publisher: IEEE
#641
The Open Performance Data Initiative: A Foundation Supporting the European Open Science Alliance for ATM Research
Conference/Book: Proceedings of the 14th SESAR Innovation Days
#640
Quantifying the Efficacy of Weather Forecasting Data for Flight Contrail Optimization
Conference/Book: Proceedings of the 14th SESAR Innovation Days
#639
Aircraft Take-off Weight Prediction with Operational Data and Supervised Learning
Conference/Book: Proceedings of the 14th SESAR Innovation Days
#638
Blockchain-based UAV Continuous Authentication
Journal: Aerospace Traffic and Safety
Publisher: Elsevier
#637
Commissioning An All-Sky Infrared Camera Array for Detection Of Airborne Objects
Journal: arXiv preprint arXiv:2411.07956
#636
Traffic Prediction Based on Online Vehicle Position Information for Simulation, Validation and Controller Resource Allocation Purposes
Journal: Engineering Proceedings
Publisher: MDPI
#635
An Advanced Framework for Comprehensive Performance Evaluation of Terminal Airspace
School: LinkΓΆping University
#634
Generation of Synthetic Aircraft Landing Trajectories Using Generative Adversarial Networks
Conference/Book: Proceedings of the 14th SESAR Innovation Days
#633
Security Challenges and Pitfalls in Wireless Connection Establishment and Communication
School: University of Hamburg
#632
Balancing the Complexity of Data Pipeline Engineering: A Technological Landscape Where Human Expertise Meets Large Language Models
Conference/Book: 2024 International Symposium on Networks, Computers and Communications (ISNCC)
#631
#630
#629
#628
Evolving network representation learning based on recurrent neural network
Journal: International Journal of Sensor Networks
Publisher: Inderscience Publishers (IEL)
#627
#626
Deep learning-derived optimal aviation strategies to control pandemics
Journal: Scientific Reports
#625
Aircraft operation reconstruction and airport noise prediction from high-resolution flight tracking data
Journal: Transportation Research Part D: Transport and Environment
Publisher: Elsevier
#624
OpenSky Report 2024: Analysis of Global Flight Contrail Formation and Mitigation Potential
Conference/Book: Proceedings of the 2024 IEEE/AIAA 43rd Digital Avionics Systems Conference (DASC)
#623
#622
Study of Hybridisation Scenarios for Turboprop Aircraft in the General Aviation Segment
Conference/Book: 34th Congress of the International Council of the Aeronautical Science
#621
Contrastive Learning-Based Air Traffic Trajectory Representation: A Case Study on Incheon International Airport
#620
One Way or Another: Modes of Transport and International Trade
Conference/Book: Sardinia Empirical Trade Conference
#619
Modelling aircraft noise map around an airport using machine learning
#618
NeuralCODE: Neural Compartmental Ordinary Differential Equations Model with AutoML for Interpretable Epidemic Forecasting
Journal: ACM Transactions on Knowledge Discovery from Data
Publisher: ACM New York, NY
#617
#616
Aircraft Detection and State Estimation
Conference/Book: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium
#615
A bottom-up approach for calculating selected aviation-related emissions
School: University of Bremen
#614
#613
Design of the Vertical Trajectory for Arrival and Departure Routes at LKPR
School: Czech Technical University in Prague
#612
ADS-B/GPS Integrity Identification and Evaluation Using Machine Learning Models
School: The University of North Dakota
#611
Real-Time Digital Twin Platform: A Case Study on Core Network Selection in Aeronautical Ad-Hoc Networks
Journal: arXiv preprint arXiv:2408.10409v1
#610
#609
#608
Towards an Evaluation Methodology of ML Systems from the Perspective of Robustness and Data Quality
Conference/Book: 2024 IEEE 24th International Conference on Software Quality, Reliability, and Security Companion (QRS-C)
#607
Analysis of Aircraft Ground Trajectories: Map-Matching with Open Source Data for Modeling Safety-Driven Applications
Conference/Book: ICRAT 2024
#606
Deep neural network-based automatic speech recognition for ATC-pilot audio transcription
Conference/Book: ICRAT 2024
#605
#604
Whisper-ATC: Open Models for Air Traffic Control Automatic Speech Recognition with Accuracy
Conference/Book: ICRAT 2024
#603
Flight Optimization for Contrails and Emissions: A Large-Scale Trade-off Analysis Using Open Data and Models
Conference/Book: ICRAT 2024
#602
A Transformer-based Trajectory Prediction Model to Support Air Traffic Demand Forecasting
Conference/Book: ICRAT 2024
#601
Contrail Formation and Mitigation in the Japanese Airspace: A Data-Driven Study
Conference/Book: ICRAT 2024
#600
An Agent Based Modelling Framework for Assessing the Impact of UAV on the Air Traffic System
Conference/Book: AIAA AVIATION FORUM AND ASCEND 2024
#599
Advanced Conceptual Design Studies on a Hydrogen-Hybrid Dual-Fuel Regional Aircraft Retrofit
Conference/Book: AIAA AVIATION FORUM AND ASCEND 2024
#598
A COMPARISON OF MEASURED AND MODELLED AIRCRAFT NOISE LEVELS FOR RTHA
Conference/Book: International Congress on Sound and Vibration
#597
#596
#595
Aircraft Trajectory Segmentation-based Contrastive Coding: A Framework for Self-supervised Trajectory Representation
Journal: arXiv preprint arXiv:2407.20028
#594
A Comprehensive Review of Open Source Intelligence in Intelligent Transportation Systems
Conference/Book: 2024 International Conference on Intelligent Environments (IE)
#593
#592
#591
#590
Compilation and Applications of an Open-Source Dataset on Global Air Traffic Flows and Carbon Emissions
Journal: Journal of Open Aviation Science
#589
#588
Filtering Aircraft Surface Trajectories Using Information on the Taxiway Structure of Airports
Conference/Book: ICRAT 2024
#587
Extracting Lateral Deconfliction Actions from Historical ADS-B data with Median Regression
Conference/Book: ICRAT 2024
#586
#585
Multi-route aircraft trajectory prediction using Temporal Fusion Transformers
Journal: IEEE Access
Publisher: IEEE
#584
Identification of Traffic Flow Spatio-Temporal Patterns and Their Associated Weather Factors: A Case Study in the Terminal Airspace of Hong Kong
Journal: Aerospace
In this paper, a data-driven framework aimed at investigating how weather factors affect the spatio-temporal patterns of air traffic flow in the terminal maneuvering area (TMA) is presented. The framework mainly consists of three core modules, namely, trajectory structure characterization, flow pattern recognition, and association rule mining. To fully characterize trajectory structure, abnormal trajectories and typical operations are sequentially extracted based on a deep autoencoder network with two specially designed loss functions. Then, using these extracted elements as basic components to further construct and cluster per-hour-level descriptions of airspace structure, the spatio-temporal patterns of air traffic flow can be recognized. Finally, the association rule mining technique is applied to find sets of weather factors that often appear together with each flow pattern. Experimental analysis is demonstrated on two months of arrival flight trajectories at Hong Kong International Airport (HKIA). The results clearly show that the proposed framework effectively captures spatial anomalies, fine-grained trajectory structures, and representative flow patterns. More importantly, it also reveals that those flow patterns with non-conforming behaviors result from complex interactions of various weather factors. The findings provide valuable insights into the causal relationships between weather factors and changes in flow patterns, greatly enhancing the situational awareness of TMA.
#583
Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control
Journal: arXiv preprint arXiv:2406.13842
#582
Adjacent Airspace Risk and Containment Requirement Estimation for Uncrewed Operations
Conference/Book: 2024 International Conference on Unmanned Aircraft Systems (ICUAS)
#581
Velocity Analysis of Moving Objects in Earth Observation Satellite Images Using Multi-Spectral Push Broom Scanning
#580
Deep Learning for Radar Classification
Conference/Book: 2024 International Conference on Unmanned Aircraft Systems (ICUAS)
#579
#578
#577
A COMPARISON OF SOURCE LOCALIZATION METHODS WITH VARYING SIZES OF THE PHASED MICROPHONE ARRAY
Conference/Book: 10th Berlin Beamforming Conference
#575
From Link Prediction to Forecasting: Information Loss in Batch-based Temporal Graph Learning
#574
Aircraft Categorization Approach Using Machine Learning to Analyze Aircraft Behavior
Journal: Journal of Air Transportation
Publisher: American Institute of Aeronautics and Astronautics
#573
Adversarial Attacks against Deep-Learning-Based Automatic Dependent Surveillance-Broadcast Unsupervised Anomaly Detection Models in the Context of Air Traffic Management
Journal: Sensors
Publisher: Multidisciplinary Digital Publishing Institute
#572
#571
Psychoacoustic Analysis of the Noise Emissions from the Airbus A320 Aircraft Family and its Nose Landing Gear System
Conference/Book: 30th AIAA/CEAS Aeroacoustics Conference (2024)
#570
Distributed Conflict Detection and Optimal 4D Trajectory Resolution Leveraging Polynomial Based Methods
#569
Valid Conformal Prediction for Dynamic GNNs
#568
Aircraft Engine Speed Estimation from Flyover Audio Recordings: an Open Access Solution?
#567
FlightPatchNet: Multi-Scale Patch Network with Differential Coding for Flight Trajectory Prediction
Journal: arXiv preprint arXiv:2405.16200
#566
#565
LEO satellites selection-based computation offloading algorithm in aircraft-satellite multi-access edge computing networks
Journal: Computer Communications
Publisher: Elsevier
#564
#563
An experimental study of existing tools for outlier detection and cleaning in trajectories
Journal: GeoInformatica
Publisher: Springer
#562
Estimating Aircraft Take-Off Roll Time Using ADS-B Data
Conference/Book: 2024 New Trends in Civil Aviation (NTCA)
#561
#560
A survey of dynamic graph neural networks
Journal: Frontiers of Computer Science
Publisher: Springer
#559
#558
Comparison of Machine Learning Based Anomaly Detection Methods for ADS-B System
Conference/Book: Information Technologies and Their Applications
Publisher: Springer Nature Switzerland
#557
#556
#555
Open Datasets for Satellite Radio Resource Control
Journal: arXiv preprint arXiv:2404.13920
#554
#553
Atmospheric chemistry regimes in intercontinental air traffic corridors: Ozone versus NOx sensitivity
Journal: Atmospheric Environment
Publisher: Elsevier
#552
#551
#550
Optimization of Aircraft Arrival Operations for Improved Environmental Efficiency
School: LinkΓΆping University
#549
Aircraft Trajectory Prediction and Time Estimation adapting Social-LSTM
#548
#547
#546
Spatiotemporal knowledge graph completion via diachronic and transregional word embedding
Journal: Information Sciences
Publisher: Elsevier
#545
Efficient Trajectory Forecasting and Generation with Conditional Flow Matching
Journal: arXiv preprint arXiv:2403.10809
#544
#543
Research on inversion reconstruction and prediction method of high-altitude meteorological field
Conference/Book: Ninth International Symposium on Sensors, Mechatronics, and Automation System (ISSMAS 2023)
#542
#541
Inferences for Random Graphs Evolved by Clustering Attachment
Journal: arXiv preprint arXiv:2403.00551
#540
Advanced Collision Risk Estimation in Terminal Manoeuvring Areas Using a Disentangled Variational Autoencoder for Uncertainty Quantification
Journal: Available at SSRN 4581022
#539
#538
Spaceport Facility Location Planning within the US National Airspace System
Journal: arXiv preprint arXiv:2402.11389
#537
Towards a better negative sampling strategy for dynamic graphs
Journal: Neural Networks
Publisher: Elsevier
#536
Stronger compact representations of object trajectories
Journal: Geo-spatial Information Science
Publisher: Taylor & Francis
#535
#534
Evaluation of point merge arrival procedure efficiency
Conference/Book: SammanstΓ€llning av referat frΓ₯n Transportforum 2024 :
Publisher: Statens vΓ€g- och transportforskningsinstitut
Institution: Communications and Transport Systems, Department of Science and Technology, LinkΓΆping University, NorrkΓΆping, Sweden; Luftfartsverket, NorrkΓΆping, Sweden
#533
Localizing the October 2022 Texas Jamming Incident Using ADS-B Data with an Improvement in Model Confidence
Conference/Book: Proceedings of the 2024 International Technical Meeting of The Institute of Navigation
#532
Imputing ADS-B/GPS Dropouts using Machine Learning Models
Conference/Book: 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)
#531
Estimating GPS/ADS-B Dropouts in the OpenSky Network Platform
Conference/Book: 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)
#530
Development of predictive flight fuel consumption models
School: Universitat Politecnica de Catalunya
#529
Data-driven Geospatial Modeling for Complex Airspace Environments
Conference/Book: AIAA SCITECH 2024 Forum
2023
#528
Benchmarking Federated Learning Frameworks for Aviation Network Data
School: The University of North Dakota
#527
Anomaly Detection and Trajectory Prediction Models for ADS-B Datasets
School: The University of North Dakota
#526
Risk Assessment Procedure of Final Approach to Landing Using Deep Learning
Journal: Journal of Aerospace Information Systems
Publisher: American Institute of Aeronautics and Astronautics
#525
Long-term trajectory prediction model based on Transformer
Journal: IEEE Access
Publisher: IEEE
#524
#523
A Robust and Practical Solution to ADS-B Security Against Denial-of-Service Attacks
Journal: IEEE Internet of Things Journal
Publisher: IEEE
#522
#521
BitGraph: A Framework For Scaling Temporal Graph Queries on GPUs
Conference/Book: Temporal Graph Learning Workshop at NeurIPS 2023
#520
East-West mortality disparities during the COVID-19 pandemic widen the historical longevity divide in Europe: an international comparative study
Journal: medRxiv
Publisher: Cold Spring Harbor Laboratory Press
#519
Comparison of data-based and modeled-based analysis of aircraft departure noise using noise monitor network recordings
Conference/Book: INTER-NOISE and NOISE-CON Congress and Conference Proceedings
#518
Roadmap for a European open science alliance for ATM research
Conference/Book: Proceedings of the 13th SESAR Innovation Days
#517
Evaluating Transatlantic Flight Emissions and Inefficiencies Using Space-Based ADS-B Data
Conference/Book: Proceedings of the 13th SESAR Innovation Days
#516
Contrail Altitude Estimation Based on Shadows Detected in Landsat Imagery
Conference/Book: Proceedings of the 13th SESAR Innovation Days
#515
Arrival Optimization with Point Merge in a Dual-runway Environment
Conference/Book: Proceedings of the 13th SESAR Innovation Days
#514
#513
A Simple and Powerful Framework for Stable Dynamic Network Embedding
Journal: arXiv preprint arXiv:2311.09251.
#512
#511
Aircraft trajectory prediction and aviation safety in ADS-B failure conditions based on neural network
Journal: Scientific Reports
Publisher: Nature Publishing Group
#510
#509
LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs?
Journal: arXiv preprint arXiv:2310.17110
#508
Using Service-Level Mobile Internet Traffic Data to Estimate Noise Impact of Flight Trajectories on the Population
Conference/Book: NetMob 2023 Data Challenge
#507
OpenSky Report 2023: Low Altitude Traffic Awareness for Light Aircraft with FLARM
Conference/Book: Proceedings of the 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC)
#506
Classifying Midair Collision Risk in Airspace Using ADS-B and Mode-S Open-source Data
Journal: Journal of Advanced Navigation Technology
#505
#504
#503
#502
#501
#500
#499
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#497
Airplane Trajectory Reconstruction and Analysis Using GNSS-Based ADS-B Data: What to Do with the Open Access Data Using Open-Source Software
Conference/Book: United Nations/Finland Workshop on the Applications of Global Navigation Satellite Systems
#496
#495
#494
#493
#492
#491
#490
#489
#488
#487
#486
#485
#484
SkyPos: Real-world evaluation of self-positioning with aircraft signals for IoT devices
Journal: IEEE Journal on Selected Areas in Communications
Publisher: IEEE
#483
Leveraging Temporal Graph Networks Using Module Decoupling
Journal: arXiv preprint arXiv:2310.02721.
#482
Improving the Lifespan of LDACS Air-To-Air Multi-Hop Connections by Heading Direction
Conference/Book: 42nd Digital Avionics Systems Conference, DASC 2023
#481
Rolle der Automatisierung bei der Umsetzung klimaoptimierter Anflugprofile
Conference/Book: Deutscher Luft- und Raumfahrtkongress 2023
#480
Real-World Study Cases for Auralization Validation: Selection, Measurements and Methods
Conference/Book: 10th Convention of the European Acoustics Association
#479
Approximating Regional GNSS Interference Sources as a Convex Optimization Problem Using ADS-B Data
Conference/Book: Proceedings of the 36th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2023)
#478
Real Time Detection and Estimation of GNSS Interference Affected Region using ADS-B Data and Bayesian Modeling
Conference/Book: Proceedings of the 36th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2023)
#477
Discrete Mathematical Model for GNSS Interference Detection Using ADS-B Quality Parameters
Conference/Book: Proceedings of the 36th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2023)
#476
The Use of Genomic Epidemiology in Viral Outbreak Monitoring and Intervention
School: The Scripps Research Institute
#475
Integrated Computing Platform for Detection and Tracking of Unidentified Aerial Phenomena (UAP)
#474
#473
Design and implementation of a traffic display system for the ground control segment of an unmanned hexacopter
School: Politecnico Milano
#472
Meta-Heuristics Approach for Arrival Sequencing and Delay Absorption through Automated Vectoring
Conference/Book: IEEE 2023 Congress on Evolutionary Computation
#471
Data-driven mid-air collision risk modelling using extreme-value theory
Journal: Aerospace Science and Technology
#470
International Importation Risk Estimation of SARS-CoV-2 Omicron Variant with Incomplete Mobility Data
Journal: Transboundary and Emerging Diseases
Publisher: Hindawi
#469
#468
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks
Journal: arXiv preprint arXiv:2308.16385
#467
LoVe is in the Air--Location Verification of ADS-B Signals using Distributed Public Sensors
Journal: arXiv preprint arXiv:2308.15104
#466
Flight trajectory prediction enabled by time-frequency wavelet transform
Journal: Nature Communications
Publisher: Nature Publishing Group UK London
#465
Digital Twins Storage and Application Service Hub (TWINSTASH)
Publisher: Deutsche Gesellschaft fΓΌr Luft-und Raumfahrt-Lilienthal-Oberth eV, Bonn
#464
ADS-Bchain: A Blockchain-based Trusted Service Scheme for Automatic Dependent Surveillance-Broadcast
Journal: IEEE Transactions on Aerospace and Electronic Systems
Publisher: IEEE
#463
MSTP Network Data Traffic Anomaly Optimization Detection Algorithm
Conference/Book: 2023 3rd International Symposium on Computer Technology and Information Science (ISCTIS)
#462
The Development of an Advanced Air Mobility Flight Testing and Simulation Infrastructure
Journal: Aerospace
#461
Extending Composable Data Services to the Realm of Embedded Systems
School: University of California, Santa Cruz
#460
Estimation of the Fan Rotational Speed Using Flyover Audio Recordings
Journal: Journal of Aircraft
Publisher: American Institute of Aeronautics and Astronautics
#459
The Impact of the Russian - Ukrainian War on the Global Aviation Industry
School: Kyiv School of Economics
#458
Processing world scale air traffic data to find Near Mid-Air Collisions
School: KTH, School of Engineering Sciences (SCI)
Institution: KTH, School of Engineering Sciences (SCI)
#457
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
Journal: arXiv preprint arXiv:2307.01026
#456
Evaluating the Robustness of ML Models To Out-of-Distribution Data Through Similarity Analysis
Conference/Book: 1st Workshop on Advanced AI Techniques for Data Management and Analytics (AIDMA)
#455
A Causal STAM Model to Increase Airspace Network Capacity
Conference/Book: EUROSIM 2023
Publisher: Springer Nature Switzerland
#454
Analyse Anflugtrajektorien Flughafen ZΓΌrich
#453
Performance Characterization of Arrival Operations with Point Merge at Oslo Gardermoen Airport
Conference/Book: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023)
#452
Three Case Studies on Small Uncrewed Aerial Systems Near Midair Collisions with Aircraft: An Evidence-Based Approach for Using Objective Uncrewed Aerial Systems Detection Technology
Journal: SAE International Journal of Aerospace
#451
Data-Driven Airborne Collision Risk Modelling using a Probability Density Function
Conference/Book: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023)
#450
#449
#448
#447
#446
Scenario-based implications of liquid hydrogen storage tank insulation quality for a short-range aircraft concept
Conference/Book: AIAA AVIATION 2023 Forum
#445
A Method for the Parametric Representation of Take-off Time-Series Trajectory Data for Environmental Impact Assessment
Conference/Book: AIAA AVIATION 2023 Forum
#444
Comparison of Subset Simulation Samplers for Estimating the Risk of Mid-Air Collisions
Conference/Book: AIAA AVIATION 2023 Forum
#443
Desarrollo de una web para la evaluacion del nivel de ruido generado por los aviones en aeropuertos
School: Universitat Politecnica de Valencia
#442
A new approach to aircraft categorization using machine learning to analyze aircraft behaviour
Conference/Book: AIAA AVIATION 2023 Forum
#441
New Insight Towards Characterization of the Terminal Areas
Conference/Book: AIAA AVIATION 2023 Forum
#440
Mitigating Air Risk of Drone Operations in Low-level Airspace with a 4D Trajectory U-space Framework
Conference/Book: AIAA AVIATION 2023 Forum
#439
#438
Entwicklung eines Modells zum Verschleiss und der Abnutzung eines Flugzeugreifens anhand von OpenSkyNet Daten
School: Hochschule fΓΌr Angewandte Wissenschaften Hamburg
#437
High Resolution Bistatic ISAR Images on Airliners
Conference/Book: 24th International Radar Symposium (IRS)
#436
#435
#434
Airborne Internet: An Ultra-Dense LEO Networks Empowered Satellite-to-Aircraft Access and Resource Management Approach
Journal: IEEE Internet of Things Journal
Publisher: IEEE
#433
Detecting Global Events with Bayesian Changepoint Detection on Flight Data
Conference/Book: Proceedings of the Annual General Donald R. Keith Memorial Conference
#432
Outlier Detection and Cleaning in Trajectories: A Benchmark of Existing Tools
Journal: arXiv preprint arXiv:2305.08750
#431
#430
Fast and Attributed Change Detection on Dynamic Graphs with Density of States
Journal: arXiv preprint arXiv:2305.08750
#429
Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding
#428
#427
In Pursuit of Aviation Cybersecurity: Experiences and Lessons From a Competitive Approach
Journal: IEEE Security & Privacy
Publisher: IEEE
#426
SDRank: A Deep Learning Approach for Similarity Ranking of Data Sources to Support User-Centric Data Analysis.
Conference/Book: Proceedings of the 25th International Conference on Enterprise Information Systems (ICEIS 2023)
#425
Cost-effective Detection Model for Injected Automatic Dependent Surveillance-Broadcast Messages (ADS-B) for Secure Aviation Control
#424
#423
#422
Modelling of the Environment of Civil Aviation Cooperative Surveillance Systems
School: Czech Technical University
#421
#420
#419
#418
Neural networks for aircraft trajectory prediction: answering open questions about their performance
Journal: IEEE Access
#417
#416
Comparative Analysis of On-site vs Off-site green-Hydrogen Value Chain Scenarios to cover projected Aviation demand: A case for Toulouse Blagnac Airport in France
School: KTH
#415
A Machine Learning Approach for the Detection of Injection Attacks on ADS-B Messaging Systems
Conference/Book: 2023 International Conference on Computing, Networking and Communications (ICNC)
#414
#413
Multi-Objective 3D Airspace Sectorization Problem Using NSGA-II with Prior Knowledge and External Archive
Journal: Aerospace
Publisher: MDPI
#412
High-Fidelity Numerical Simulations
Conference/Book: Smart Morphing and Sensing for Aeronautical Configurations: Prototypes, Experimental and Numerical Findings from the H2020 NΒ° 723402 SMS EU Project
Publisher: Springer
#411
Markov-modulated model for landing flow dynamics: An ordinal analysis validation
Journal: arXiv preprint arXiv:2302.02702
#410
Measuring landing independence and interactions using statistical physics
Journal: Transportation Research Part E: Logistics and Transportation Review
Publisher: Elsevier
#409
#408
A methodology for the design and development of an aerospace-specific data repository to support data-driven research
School: Royal Military College of Canada
#407
#406
#405
Investigating air travel network changes in Canada, USA and Europe during COVID-19 using open source data
Journal: Researchsquare
#404
Analysis of GNSS Disruptions in European Airspace
Conference/Book: Precise Time and Time Interval Meeting (PTTI)
2022
#403
Hard-Real-Time Computing Performance in a Cloud Environment
School: Old Dominion University
#402
Uncertainty-Aware Behavior Modeling and Quantitative Safety Evaluation for Automatic Flight Control Systems
Conference/Book: 2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS)
#401
On the Implications of Spoofing and Jamming Aviation Datalink Applications
Conference/Book: Proceedings of the 38th Annual Computer Security Applications Conference
#400
#399
Experimental Development towards the Beacon Prototype Array and the Radio Neutrino Observatory in Greenland
School: The University of Chicago
#398
Stacking Ensemble Classification applied to US flight delay prediction during the COVID-19 pandemic
School: Uppsala University
#397
Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition
Conference/Book: Proceedings of the 12th SESAR Innovation Days
#396
Examining Contrail Formation Models with Open Flight and Remote Sensing Data
Conference/Book: Proceedings of the 12th SESAR Innovation Days
#395
Demonstrating Advanced U-space Services for Urban Air Mobility in a Co-Simulation Environment
Conference/Book: Proceedings of the 12th SESAR Innovation Days
#394
A method for automatic airport operation counts using crowd-sourced ADS-B data
Journal: Aviation
#393
#392
Evaluation of DME Network for Ensuring RNAV Capability in the European Region
School: Czech Technical University
#391
#390
#389
#388
#387
#386
#385
#384
#383
#382
#381
#380
Contrail Lifetime in Context of Used Flight Levels
Journal: Sustainability
Publisher: Multidisciplinary Digital Publishing Institute
#379
#378
#377
#376
#375
#374
#373
#372
#371
Interpretable Artificial Intelligence and Algorithmic Decision Making Processes to Analyze User Behaviors and Their Socio-Economic Impacts
School: UC Davis
#370
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications
Journal: arXiv preprint arXiv:2211.04054
#369
Undergraduate Research on Physics-Informed Graph Attention Networks for COVID-19 Prediction
Journal: Journal of Systemics, Cybernetics and Informatics
#368
#367
A Clustering-Based Anomaly Detection for Unstable Approach in Terminal Airspace
Conference/Book: Artificial Intelligence in China
Publisher: Springer Nature Singapore
#366
Analys av flygprocedurer f"or en minskad milj"opaaverkan: En optimal βtrade-offβ strategi f"or emissioner och buller Slutrapport av CSA projektet TREVOL
#365
ADS-B Anomaly Detection Algorithm Based on LSTM-ED and SVDD
Conference/Book: China Aeronautical Science and Technology Youth Science Forum
#364
Assessing the environmental noise of next-generation regional jet aircraft concepts in a generic airport scenario
Conference/Book: Proceedings of the 24th International Congress on Acoustics
#363
#362
Time in Advance Go-Around Predictions for Decision Support in Air Traffic Management
Conference/Book: 2022 IEEE/AIAA 41st Digital Avionics Systems Conference (DASC)
#361
Tracing and analyzing COVID-19 dissemination using knowledge graphs
Journal: Procedia Computer Science
Publisher: Elsevier
#360
Behavioral Evidence of Public Aircraft with Historical Data: The case of Boeing 737 MAX 8 PK-LQP
Journal: Journal of Applied Engineering Science
#359
#358
#357
Digital Twin for Research Aircraft
Conference/Book: Deutscher Luft- und Raumfahrtkongress 2022
#356
#355
Prediccion de trayectorias de aeronaves empleando algoritmos de Deep Learning
School: Valladolid
#354
#353
Automatic detection of business data anomalies with deep learning and application to the ADS-B protocol
School: Universite Bourgogne Franche-Comte
#352
Protecting GNSS for Safe Aviation
Conference/Book: Proceedings of the 35th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2022)
#351
Analiza putanja zrakoplova korivstenjem opavzanja iz mrevze OpenSky Network
School: University of Rijeka. Faculty of Engineering
#350
Preliminary Estimation of war Impact in Ukraine on the Global Air Transportation
Conference/Book: 2022 12th International Conference on Advanced Computer Information Technologies (ACIT)
#349
Improved RFI Localization Through Aircraft Position Estimation During Losses in ADS-B Reception
Conference/Book: Proceedings of the 35th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2022)
#348
Secure Point-to-Point Long-Distance Multi-Hop Connections in a Dense Airplane Mesh-Network using LDACS
Conference/Book: 41st Digital Avionics Systems Conference, DASC 2022
#347
4D flight trajectory prediction using a hybrid Deep Learning prediction method based on ADS-B technology: A case study of Hartsfield--Jackson Atlanta International Airport (ATL)
Journal: Transportation Research Part C: Emerging Technologies
Publisher: Elsevier
#346
Identifying Multithreat Encounters for Collision Avoidance Algorithm Validation Using Multiattribute Utility Theory
Journal: Journal of Aerospace Information Systems
Publisher: American Institute of Aeronautics and Astronautics
#345
OpenSky Report 2022: Evaluating Aviation Emissions Using Crowdsourced Open Flight Data
Conference/Book: 2022 IEEE/AIAA 41th Digital Avionics Systems Conference (DASC)
#344
Performance Evaluation of the Arrival Operations in Terminal Area
Conference/Book: ICAS 2022
#343
Improving Aircraft Localization: Experiences and Lessons Learned from an Open Competition
Journal: arXiv preprint arXiv:2209.13669
#342
Vyhodnoceni variability parametruu kvality polohove informace v ADS-B zpravach
School: Prague
#341
Analysis of community departure noise exposure variation using airport noise monitor networks and operational ADS-B data
Conference/Book: INTER-NOISE and NOISE-CON Congress and Conference Proceedings
#340
A quantitative approach to density-based clustering of flight trajectories for efficient air traffic noise simulations
Conference/Book: INTER-NOISE and NOISE-CON Congress and Conference Proceedings
#339
#338
Extension of generalized additive models to graph-valued data with application to Covid-19 impacts on European air transportation
School: Humboldt-UniversitΓ€t zu Berlin
#337
Live Aircraft Destination Prediction using Machine Learning & Adversarial Attacks
#336
Study of a Representative Wind Selection Method Using Track Data to Evaluate Pacific Flight Operations
Journal: SSRN
#335
Processing Particle Data Flows with SmartNICs
Conference/Book: 2022 IEEE High Performance Extreme Computing Conference (IEEE HPEC 2022)
#334
Building Resilient Migration Systems in the Mediterranean Region: Lessons from COVID-19
Publisher: World Bank Publications
#333
COVID-19 and Migration in the Mediterranean Region
#332
Multiple Remote Tower Simulation Environment
Conference/Book: Virtual and Remote Control Tower
Publisher: Springer
#331
An Adaptive Interactive Multiple-Model Algorithm Based on End-to-End Learning
Journal: Chinese Journal of Electronics
Publisher: Chinese Journal of Electronics
#330
Emergence potential of Monkeypox in the Western Pacific Region, July 2022
Journal: International Journal of Infectious Diseases
Publisher: Elsevier
#329
Towards Better Evaluation for Dynamic Link Prediction
Journal: arXiv preprint arXiv:2207.10128
#328
#327
Data Analysis in the Airline Industry: Revealing the Impacts of COVID-19 on Global Air Transport (and Vice Versa)
Conference/Book: Anais do XVII Escola Regional de Banco de Dados
#326
Machine learning Models to Predict COVID-19 Cases
Conference/Book: 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)
#325
Automated Traffic Scheduling in TMA with Point Merge to Enable Greener Descents
Conference/Book: ICRAT 2022
#324
Design and Initial Performance of the Prototype for the BEACON Instrument for Detection of Ultrahigh Energy Particles
Journal: arXiv preprint arXiv:2206.09660
#323
An end-to-end framework for flight trajectory data analysis based on deep autoencoder network
Journal: Aerospace Science and Technology
Publisher: Elsevier
#322
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility
Journal: arXiv preprint arXiv:2206.04513
#321
Stone Soup open source framework for tracking and state estimation: enhancements and applications
Conference/Book: Signal Processing, Sensor/Information Fusion, and Target Recognition XXXI
#320
Call-sign recognition and understanding for noisy air-traffic transcripts using surveillance information
Conference/Book: ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
#319
Selitettavan tekoalyn kaytto lentoliikenteen luokittelussa koneoppimismenetelmilla
School: JYU
#318
Detection of contextual anomalies in air traffic data using neural network models
School: Universite Bourgogne Franche-Comte
#317
Investment rationale of Robinhood users in the aviation industry during the covid-19 pandemic
School: Universidade Nova de Lisboa
#316
The Impact of COVID-19 on the Air Transportation Network
Conference/Book: International Conference on Computers Communications and Control
#315
A Data-Driven Approach to Departure and Arrival Noise Abatement Flight Procedure Development
School: Massachusetts Institute of Technology
#314
ADS-B Message Injection Attack on UAVs: Assessment of SVM-based Detection Techniques
Conference/Book: 2022 IEEE International Conference on Electro Information Technology (eIT)
#313
Track Segment Association Method Based on Bidirectional Track Prediction and Fuzzy Analysis
Journal: Aerospace
#312
On the Security of the FLARM Collision Warning System
Conference/Book: Proceedings of the 2022 ACM Asia Conference on Computer and Communications Security
#311
The Impact of the New Noronavirus (COVID-19) on Global Civil Aviation
Journal: Revista Europea de Derecho de la NavegaciΓ³n MarΓtima y AeronΓ‘utica
#310
#309
#308
#306
Towards Security-Optimized Placement of ADS-B Sensors
Journal: arXiv preprint arXiv:2204.01994
#305
#304
Supervised ADS-B Anomaly Detection Using a False Data Generator
Conference/Book: 2022 2nd International Conference on Computer, Control and Robotics (ICCCR)
#303
Development of Efficient Surrogate-Assisted Methods to Support Robust Design of Transonic Wings
School: TU Braunschweig
#302
The Experience with the REU-sponsored Project on Predicting COVID-19 Pandemics Using Physics-Guided Graph Attention Networks
Conference/Book: 13th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2022
#301
#300
#299
Implementaci'on de un receptor de datos ADS-B basado en SDR y desarrollo de una interfaz de visualizaci'on para supervisar en tiempo real la trayectoria de una aeronave de la FAE
#298
Factors Impacting Chinese and European Vertical Fight Efficiency
Journal: Aerospace
Publisher: MDPI
#297
Machine Learning classification techniques applied to static air traffic conflict detection
Conference/Book: IOP Conference Series: Materials Science and Engineering
#296
#295
#294
A ML-Based System for Predicting Flight Coordinates Considering ADS-B GPS Data: Problems and System Improvement
Conference/Book: International Conference on Emerging Internetworking, Data & Web Technologies
#293
Design of an ATC Tool for Conflict Detection Based on Machine Learning Techniques
Journal: Aerospace
Publisher: Multidisciplinary Digital Publishing Institute
#292
GNSS Interference Source Localization Using ADS-B data
Conference/Book: Proceedings of the 2022 International Technical Meeting of The Institute of Navigation
#291
Delayed Deceleration Approach Noise Impact and Modeling Validation
Journal: Journal of Aircraft
Publisher: American Institute of Aeronautics and Astronautics
#290
ISTSat-1, a space-based Automatic Dependent Surveillance-Broadcast demonstration CubeSat mission
Journal: International Journal of Satellite Communications and Networking
Publisher: Wiley Online Library
#289
Application of Isolation Forest for Detection of Energy Anomalies in ADS-B Trajectory Data
Conference/Book: AIAA SCITECH 2022 Forum
2021
#288
#287
Quantifying Accuracy and Uncertainty in Data-Driven Flight Trajectory Predictions with Gaussian Process Regression
Conference/Book: Proceedings of the 11th SESAR Innovation Days
#286
A Tree-based Machine Learning Model for Go-around Detection and Prediction
Conference/Book: Proceedings of the 11th SESAR Innovation Days
#285
Qualitative and Quantitative Risk Assessment of Urban Airspace Operations
Conference/Book: Proceedings of the 11th SESAR Innovation Days
#284
Towards a Comprehensive Characterization of the Arrival Operations in the Terminal Area
Conference/Book: Proceedings of the 11th SESAR Innovation Days
#283
Complex Network Variability Analysis with Impact of Major Events on Aviation Networks
Conference/Book: 2021 2nd International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)
#282
Analyzing Sequences of Airspace States to Detect Anomalous Traffic Conditions
Journal: IEEE Transactions on Aerospace and Electronic Systems
Publisher: IEEE
#281
Impact of Chinese and European Airspace Constraints on Trajectory Optimization
Journal: Aerospace
Publisher: MDPI
#280
Modern Attacker Models and Countermeasures in Wireless Communication Systems--The Case of Air Traffic Communication
School: ETH Zurich
#279
Societal shifts due to COVID-19 reveal large-scale complexities and feedbacks between atmospheric chemistry and climate change
Journal: PNAS
#278
#277
A System for Measurement and Analysis of Aircraft Noise Impacts
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#276
Data-Driven Analysis of Departure Procedures for Aviation Noise Mitigation
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#275
Feasibility of Mapping Turbulence in Real-Time using Mode-S Data
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#274
Evaluation of Aviation Emissions and Environmental Costs in Europe Using OpenSky and OpenAP
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#273
Using OpenSky ADS-B Data to Estimate Aircraft Emissions
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#272
Multi-Domain Detection and Attribution of GNSS Interference
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#271
ADS-B Signal Verification Using a Coherent Receiver
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#270
Aircraft localization using ATC data with nanosecond precision from distributed crowdsourced receivers
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#269
Characterizing Terminal Airspace System Spatial States and Detecting System-Level Anomalies
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#268
Comparison of the Sequencing and Merging Procedures at Arlanda, Dublin and Vienna Airports Using Opensky Data
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#267
Automatic processing pipeline for collecting and annotating air-traffic voice communication data
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#266
Helicopter Flight Manoeuvre Statistics via ADS-B: An Initial Investigation using the OpenSky Network
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#265
Reference Trajectories: The Dataset Enabling Gate-To-Gate Flight Analysis
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#264
On the use of Deep Neural Networks to improve flights estimated time of arrival predictions
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#263
I know where you are going: Predicting Flight Destinations of Corporate and State Aircraft
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#262
Synthetic aircraft trajectories generated with multivariate density models
Conference/Book: Proceedings of the 9th OpenSky Symposium 2021
#261
Correlated Bayesian Model of Aircraft Encounters in the Terminal Area Given a Straight Takeoff or Landing
Journal: preprints.org
#260
#259
Analisis de diferentes modelos de aprendizaje automatico para estimar los tiempos de llegada de las aeronaves
School: Valladolid
#258
Aerial vehicles tracking using noncoherent crowdsourced wireless networks
Journal: IEEE transactions on vehicular technology
Publisher: IEEE
#257
#256
#255
Assessing the Global COVID-19 Impact on Air Transport with Open Data
Conference/Book: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC)
#254
Building Back Better β Democratization of Performance Monitoring with Open Data
Conference/Book: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC)
#253
Application of Trajectory Clustering for Aircraft Conflict Detection
Conference/Book: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC)
#252
Intrusion Detection in Automatic Dependent Surveillance-Broadcast (ADS-B) with Machine Learning
Conference/Book: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC)
#251
Benchmarking the Processing of Aircraft Tracks with Triples Mode and Self-Scheduling
Journal: arXiv preprint arXiv:2110.12858
#250
The global transmission of new coronavirus variants
Journal: Environmental Research
Publisher: Elsevier
#249
Robust indoor localization with ADS-B
Conference/Book: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking
#248
4D flight trajectory prediction using a hybrid Deep Learning prediction method based on ADS-B technology: a case study of Hartsfield-Jackson Atlanta International Airport(ATL)
Journal: arXiv preprint arXiv:2110.07774
#247
Curating Datasets for Visual Runway Detection
Conference/Book: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC)
#246
#245
Corrupted bifractal features in finite uncorrelated power-law distributed data
Journal: arXiv preprint arXiv:2110.07394
#244
#243
Classification and Analysis of Go-Arounds in Commercial Aviation Using ADS-B Data
Journal: Aerospace
#242
OpenSky Report 2021: Insights on ADS-B Mandate and Fleet Deployment in Times of Crisis
Conference/Book: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC)
#241
Evaluation of PNT Situational Awareness Algorithms and Methods
Conference/Book: Proceedings of the 34th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2021)
#240
GNSS Interference Detection Using Machine Learning Algorithms on ADS-B Data
Conference/Book: Proceedings of the 34th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2021)
#239
Reducing Europeβs Aviation Impact on Climate Change using enriched Air traffic Forecasts and improved efficiency benchmarks
Conference/Book: Proceedings of the FABEC Research Workshop βClimate Change and Role of Air Traffic Control
#238
Robust Design of 3D Shock Control Bumps to Transport Aircraft Under Realistic Uncertainties
Conference/Book: 32nd Congress of the International Council of the Aeronautical Sciences
#237
Nur harte Corona-Regeln wirken sich auf den Passagierflugverkehr zwischen Deutschland und Mallorca aus
Journal: DIW Wochenbericht
Publisher: Berlin: Deutsches Institut f"ur Wirtschaftsforschung (DIW)
#236
A Framework to Evaluate Aircraft Trajectory Generation Methods
Conference/Book: Fourteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2021)
#235
Multi-label Classification of Aircraft Heading Changes Using Neural Network to Resolve Conflicts
Journal: arXiv preprint arXiv:2109.04767
#234
DAE: Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation
Journal: arXiv preprint arXiv:2109.04247
#233
Detecting ADS-B spoofing attacks: using collected and simulated data
School: University of LinkΓΆping
#232
#231
#230
Evaluation of commuter airplane emissions: A European case study
Journal: Transportation Research Part D: Transport and Environment
Publisher: Elsevier
#229
Advanced procedure noise model validation using Seattle International Airport noise monitor networks
Conference/Book: INTER-NOISE and NOISE-CON Congress and Conference Proceedings
#228
Next generation aircraft noise-mapping
Conference/Book: INTER-NOISE and NOISE-CON Congress and Conference Proceedings
#227
Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR
Journal: arXiv preprint arXiv:2108.12175
#226
ADS-B Crowd-Sensor Network and Two-Step Kalman Filter for GNSS and ADS-B Cyber-Attack Detection
Journal: Sensors
Publisher: Multidisciplinary Digital Publishing Institute
#225
The impact of job stress on employee productivity during Covid-19 pandemic at the aviation industry
Conference/Book: IOP Conference Series: Earth and Environmental Science
#224
Boosting of contextual information in ASR for air-traffic call-sign recognition
Journal: Interspeech
#223
A unified, clustering-based framework for detection of spatial and energy anomalies in trajectories utilizing ADS-B data
Journal: Transportation Research Part C Emerging Technologies
#222
Demand and Capacity Modeling for Advanced Air Mobility
Conference/Book: AIAA AVIATION 2021 FORUM
#221
Deep Autoencoder for Anomaly Detection in Terminal Airspace Operations
Conference/Book: AIAA AVIATION 2021 FORUM
#220
Delayed Deceleration Approach Procedure Noise Modeling Validation using Noise Measurements and Radar Data
Conference/Book: AIAA AVIATION 2021 FORUM
#219
Hybrid N-Inception-LSTM-Based Aircraft Coordinate Prediction Method for Secure Air Traffic
Journal: IEEE Transactions on Intelligent Transportation Systems
Publisher: IEEE
#218
#217
Extracting capacity metrics for General Aviation airports from ADS-B data
School: University of Maryland, College Park
#216
Razvoj i integracija web aplikacija na bazi strujanja podataka
School: University of Zagreb. Faculty of Organization and Informatics.
#215
#214
Characterizing Effective Navigation Performance of Legacy Aircraft to Enable Reduced Procedural Separation in Support of Advanced Air Mobility
Conference/Book: AIAA AVIATION 2021 FORUM
#213
Demonstrating an Equivalent Level of Safety for sUAS in Shielded Environments
School: Virginia Tech
#212
Development of a detect-and-avoid sensor solution for the integration of a group 3 large unmanned aircraft system into the national airspace system
#211
On Jamming Attacks in Crowdsourced Air Traffic Surveillance
Journal: IEEE Aerospace and Electronic Systems Magazine
Publisher: IEEE
#210
Optimization of Aircraft Flight Scheduling and Routing Problem Using Multi-Objective Antlion Optimization
Conference/Book: 2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST)
#209
Dataset Generation in a Simulated Environment Using Real Flight Data for Reliable Runway Detection Capabilities
School: MΓ€lardalen University
#208
Une Γ©tude comparative dβarchitectures dβapprentissage automatique pour la dΓ©tection de messages ADS-B malveillants
Conference/Book: Proceedings of the Congrès National de la Recherche des IUT (CNRIUT 2021)
#207
#206
Quarantine and testing strategies to reduce transmission risk from imported SARS-CoV-2 infections: a global modelling study
Journal: medRxiv
Publisher: Cold Spring Harbor Laboratory Press
#205
Near-Real-Time IDS for the US FAAβs NextGen ADS-B
Journal: Big Data and Cognitive Computing
Publisher: Multidisciplinary Digital Publishing Institute
#204
Landing gear ground manoeuvre statistics from automatic dependent surveillance-broadcast transponder data
Journal: The Aeronautical Journal
Publisher: Cambridge University Press
#203
Matrix factorisation and the interpretation of geodesic distance
Journal: arXiv preprint arXiv:2106.01260
#202
The 1090 megahertz riddle: a guide to decoding mode s and ads-b signals
Publisher: TU Delft OPEN Publishing
#201
Interactive Visualization of Air Traffic in OpenSpace
#200
#199
Global COVID-19 lockdown highlights humans as both threats and custodians of the environment
Journal: Biological Conservation
Publisher: Elsevier
#198
Flying in Private Mode: Understanding and Improving the Privacy ICAO Address Program
Journal: Journal of Aerospace Information Systems
Publisher: American Institute of Aeronautics and Astronautics
#197
#196
A Comprehensive COVID-19 Database for the United States
Conference/Book: 2021 Systems and Information Engineering Design Symposium (SIEDS)
#195
AEALV: Accurate and Efficient Aircraft Location Verification for ADS-B
Journal: IEEE Transactions on Cognitive Communications and Networking
Publisher: IEEE
#194
Measuring economic activity from space: a case study using flying airplanes and COVID-19
Journal: arXiv preprint arXiv:2104.10345
#193
The aircraft runway scheduling problem: A survey
Journal: Computers & Operations Research
Publisher: Elsevier
#192
Policies for Easing COVID-19 Pandemic Travel Restrictions
Journal: medRxiv
Publisher: Cold Spring Harbor Laboratory Press
#191
A Bayesian spatio-temporal aircraft route predictive algorithm with applications to military operations
Conference/Book: Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III
#190
Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems
Journal: arXiv preprint arXiv:2104.03643
#189
Conception et génération de tests par altération de données pour lessystèmes de contrôle et de surveillance des transports.
School: UniversitΓ© de Franche-ComtΓ©
#188
A Novel Approach to Flight Phase Identification using Machine Learning
School: UniversitΓ€t Hamburg
#187
Aerial Captures: Extractivism and the Logistical Media of Air Travel in Postwar Canada
School: Queenβs University, Kingston, Ontario, Canada
#186
The 2020 COVID-19 pandemic and atmospheric composition: Back to the future
Journal: Authorea Preprints
Publisher: Authorea
#185
Talking Realities: Audio Guides in Virtual Reality Visualizations
Journal: IEEE Computer Graphics and Applications
Publisher: IEEE
#184
A domain-specific language to design false data injection tests for air traffic control systems
Journal: International Journal on Software Tools for Technology Transfer
#183
Trust the Crowd: Wireless Witnessing to DetectAttacks on ADS-B-Based Air-Traffic Surveillance
Conference/Book: The Network and Distributed System Security Symposium (NDSS)
#182
Record high solar irradiance in Western Europe during first COVID-19 lockdown largely due to unusual weather
Journal: Commun Earth Environ
#181
Prediction of aircraft engine emissions using ADS-B flight data
Journal: The Aeronautical Journal
Publisher: Cambridge University Press
#180
Investigation into September 2020 GPS SVN 74 Performance Anomaly
Conference/Book: Proceedings of the 2021 International Technical Meeting of The Institute of Navigation
#179
Air traffic and contrail changes during COVID-19 over Europe: A model study
Journal: Atmospheric Chemistry and Physics Discussions
Publisher: Copernicus GmbH
2020
#178
#177
You better watch out: US COVID-19 wave dynamics versus vaccination strategy
Journal: arXiv preprint arXiv:2012.12004
#176
Clustering Climb Profiles for Vertical Trajectory Analysis
Conference/Book: Proceedings of the 10th SESAR Innovation Days
#175
Speed Control Strategies for E-AMAN using Holding Detection-Delay Prediction Model
Conference/Book: Proceedings of the 10th SESAR Innovation Days
#174
Dynamic noise maps for Ljubljana airport
Conference/Book: Proceedings of the 10th SESAR Innovation Days
#173
Fine-Grained Evaluation of Arrival Operations
Conference/Book: Proceedings of the 10th SESAR Innovation Days
#172
Arrival Flight Efficiency in Numbers: What New the Covid-19 Crisis is Bringing to the Picture?
Conference/Book: Proceedings of the 10th SESAR Innovation Days
#171
How to Achieve CDOs for All Aircraft: Automated Separation in TMAs
Conference/Book: Proceedings of the 10th SESAR Innovation Days
#170
#169
ADS-B Anomalous Data Detection Model Based on PSO-MKSVDD
Journal: η΅εδΈδΏ‘ζ―ε¦ζ₯
Publisher: η΅εδΈδΏ‘ζ―ε¦ζ₯
#168
PLANEJAMENTO DE VOO SOB CONDIΓΓES METEOROLΓGICAS ADVERSAS: UM SISTEMA DE APOIO A DECISΓO
#167
Einfluss von Temperatur und Wind auf die Steigrate von Verkehrsflugzeugen
Journal: Innovation im Fokus
#166
An Air Traffic Controller Action Extraction-Prediction Model Using Machine Learning Approach
Journal: Complexity
Publisher: Hindawi
#165
Preparing for a future COVID-19 wave: insights and limitations from a data-driven evaluation of non-pharmaceutical interventions in Germany
Journal: Scientific Reports
Publisher: Nature Publishing Group
#164
An index for moving objects with constant-time access to their compressed trajectories
Journal: International Journal of Geographical Information Science
Publisher: Taylor & Francis
#163
Integrating the Opensky Network into GNSS-R climate monitoring research
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#162
Research Usage and Social Impact of Crowdsourced Air Traffic Data
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#161
Combined multilateration with machine learning for enhanced aircraft localization
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#160
On ADS-B Sensor Placement for Secure Wide Area Multilateration
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#159
Using Open Source Data for Landing Time Prediction with Machine Learning Methods
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#158
Trajectory Clustering within the Terminal Airspace Utilizing a Weighted Distance Function
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#157
Frequency of ADS-B Equipped Manned Aircraft Observed by the OpenSky Network
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#156
GNSS Interference Characterization and Localization Using OpenSky ADS-B data
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#155
Predicting Airplane Go-Arounds using Machine Learning and Open-Source Data
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#154
Detecting Events in Aircraft Trajectories: Rule-Based and Data-Driven Approaches
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#153
Validating Aircraft Noise Models
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#152
Detecting and Correlating Aircraft Noise Events below Ambient Noise Levels Using OpenSky Tracking Data
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#151
A Study of Mode S Transponder Comm-B Capabilities in Current Operational Aircraft
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#150
Automatic Call Sign Detection: Matching Air Surveillance Data with Air Traffic Spoken Communications
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#149
Improved Testing of AI-Based Anomaly Detection Systems Using Synthetic Surveillance Data
Conference/Book: Proceedings of the 8th OpenSky Symposium 2020
#148
Real-Time Tracking of Aircrafts in Crowdsourced Air Traffic Networks with Simple Localization Estimates
Conference/Book: 2020 International Symposium on Networks, Computers and Communications (ISNCC)
#147
Prediction of the Propagation of Trajectory Uncertainty for Climbing Aircraft
Conference/Book: 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC)
#146
Aviation Impacts on Fuel Efficiency of a Future More Viscous Atmosphere
Journal: Bulletin of the American Meteorological Society
#145
#144
Understanding Realistic Attacks on Airborne Collision Avoidance Systems
Journal: arXiv preprint arXiv:2010.01034
#143
OpenSky Report 2020: Analysing In-flight Emergencies using Big Data
Conference/Book: 2020 IEEE/AIAA 39th Digital Avionics Systems Conference (DASC)
#142
Test Data Generation for False Data Injection Attack Testing in Air Traffic Surveillance
Conference/Book: International Conference on Software Testing, Verification and Validation (ICST)
#141
#140
Assessing Airport Landing Efficiency Through Large-Scale Flight Data Analysis
Journal: IEEE Access
Publisher: IEEE
#139
Towards understanding the impact of convective weather on aircraft arrival traffic at the Hong Kong International Airport
Conference/Book: IOP Conference Series: Earth and Environmental Science
#138
Detecting and Measuring Turbulence from Mode S Surveillance Downlink Data
Conference/Book: ICRAT 2020
#137
#136
Changes in noise levels in the city of Madrid during COVID-19 lockdown in 2020
Journal: The Journal of the Acoustical Society of America
Publisher: Acoustical Society of America
#135
Spatiotemporal Anomaly Detection: Streaming Architecture and Algorithms
School: Colorado State University
#134
#133
COVID-19 lockdown contribution to spring surface solar irradiance record in Western Europe
Journal: arXiv preprint arXiv:2008.13497
#132
Crowdsourced Air Traffic Data from the OpenSky Network 2019--20
Journal: Earth System Science Data Discussions
Publisher: Copernicus GmbH
#131
Changes in mobility patterns in Europe during the COVID-19 pandemic: Novel insights using open source data
Journal: arXiv preprint arXiv:2008.10505
#130
Processing of Crowdsourced Observations of Aircraft in a High Performance Computing Environment
Journal: arXiv preprint arXiv:2008.00861
#129
LSTM-based GNSS Spoofing Detection Using Low-cost Spectrum Sensors
Conference/Book: 21st IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (IEEE WOWMOM 2020)
#128
Prediccion de los tiempos de llegada de los vuelos mediante aprendizaje automatico
#127
MAVPro: ADS-B message verification for aviation security with minimal numbers of on-ground sensors
Conference/Book: Proceedings of the 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks
#126
Databases in R
Conference/Book: An Introduction to Data Analysis in R: Hands-on Coding, Data Mining, Visualization and Statistics from Scratch
Publisher: Springer International Publishing
Prior to any data analysis, it is fundamental to be able to handle different sources and formats of information, such as files or web sites, and it is equally important to understand how to transform and manipulate all kinds of data so as to prepare everything in the right way to perform an statistical analysis. This chapter is divided into two parts, the first delves with the diversity of environments for data sources, ranging from importation of structured data or the use of APIs to the more advanced usage od scraping tools for cases when data is not prepared to be downloaded explicitly. Then advanced features that allow to transform raw data into ready to analyze tables are discussed with special focus on the exceptionally fast data.table.
#125
Global quieting of high-frequency seismic noise due to COVID-19 pandemic lockdown measures
Journal: Science
Publisher: American Association for the Advancement of Science
#124
Analisa data pesawat terbang menggunakan metode elimination void data dan smoothing data
Journal: POROS TEKNIK
#123
A Taxonomy Proposal for the Assessment of the Changes in Soundscape Resulting from the COVID-19 Lockdown
Journal: International Journal of Environmental Research and Public Health
Publisher: Multidisciplinary Digital Publishing Institute
#122
#121
Online Prediction of Mid-Flight Aircraft Trajectories with Multi-Timestep Markov Models
School: University of Alberta
#120
GPS spoofed or not? Exploiting RSSI and TSS in crowdsourced air traffic control data
Journal: Distributed and Parallel Databases
Publisher: Springer
#119
Global Data Science Project for COVID-19 Summary Report
Journal: arXiv preprint arXiv:2006.05573
#118
Data-Driven Approach for Aircraft Arrival Sequencing Investigation at Terminal Maneuvering Area
Conference/Book: AIAA Aviation Forum 2020
#117
#116
Identification of Significant Impact Factors on Arrival Flight Efficiency within TMA
Conference/Book: International conference for Research & Air Traffic
#115
#114
Automation for Separation with Continuous Descent Operations: Dynamic Aircraft Arrival Routes
Journal: Journal of Air Transportation
Publisher: American Institute of Aeronautics and Astronautics
#113
Restarting after COVID-19: A Data-driven Evaluation of Opening Scenarios
Journal: medRxiv
Publisher: Cold Spring Harbor Laboratory Press
#111
Geluidshinder--Evaluatie van de MIRA indicatorset
Publisher: Ministerie van de Vlaamse gemeenschap
#110
Ensuring Continuity in the Production of External Sector Statistics During the COVID-19 Lockdown
Journal: Special Series on Statistical Issues to Respond to COVID-19
#109
Estimating and Projecting Air Passenger Traffic during the COVID-19 Coronavirus Outbreak and its Socio-Economic Impact
Journal: arXiv preprint arXiv:2004.08460
#108
Dynamic temporal ADS-B data attack detection based on sHDP-HMM
Journal: Computers & Security
Publisher: Elsevier
#107
Aircraft trajectory recognition via statistical analysis clustering for Suvarnabhumi International Airport
Conference/Book: International Conference on Advanced Communications Technology
#106
Analysis of airport ground operations based on ADS-B data
Conference/Book: 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT)
#105
Go-Around Detection Using Crowd-Sourced ADS-B Position Data
Journal: Aerospace
Publisher: Multidisciplinary Digital Publishing Institute
#104
Predictive Distribution of Mass and Speed Profile to Improve Aircraft Climb Prediction
Journal: Journal of Air Transportation
Publisher: American Institute of Aeronautics and Astronautics
#103
2019
#102
Indicators of Compromise for the United States Federal Aviation Administration Next Generation Air Transportation System Automatic Dependent Surveillance-Broadcast
School: University of South Alabama
#101
Reconstructing Aircraft Turn Manoeuvres for Trajectory Analyses Using ADS-B Data
Conference/Book: Proceedings of the 9th SESAR Innovation Days
#100
A-CDM Lite: Situation Awareness and Decision-making for Small Airports based on ADS-B Data
Conference/Book: Proceedings of the 9th SESAR Innovation Days
#99
Aircraft Location Prediction using Deep Learning
Conference/Book: MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM)
#98
#97
#96
#95
#94
#93
#92
#91
#90
#89
#88
#87
#86
#85
#84
#83
Online Stochastic Prediction of Mid-Flight Aircraft Trajectories
Conference/Book: Proceedings of the 12th ACM SIGSPATIAL International Workshop on Computational Transportation Science
#82
An Optimistic Planning Approach for the Aircraft Landing Problem
Conference/Book: EIWAC 2019 Exploring Ideas for World Aviation Challenges
#81
#80
Novel error correction algorithms for ADS-B signals with matched filter based decoding
Journal: Physical Communication
Publisher: Elsevier
#79
Exploracion de tecnologias Python para la creacion de cuadros de mandos e implementacion para un caso de estudio dentro del entorno aeronautico
School: Universidad de Valladolid
#78
Evaluation of Flight Efficiency for Stockholm Arlanda Airport Arrivals
Conference/Book: 2019 IEEE/AIAA 38th Digital Avionics Systems Conference (DASC)
#77
OpenSky Report 2019: Analysing TCAS in the Real World using Big Data
Conference/Book: 2019 IEEE/AIAA 38th Digital Avionics Systems Conference (DASC)
#76
On the Applicability of Satellite-based Air Traffic Control Communication for Security
Journal: IEEE Communications Magazine
Publisher: IEEE
#75
Online Sequential Attack Detection for ADS-B Data based on Hierarchical Temporal Memory
Journal: Computers & Security
Publisher: Elsevier
#74
When UAVs coexist with manned airplanes: Large-scale aerial network management using ADS-B
Journal: Transactions on Emerging Telecommunications Technologies
Publisher: Wiley Online Library
#73
Reconstruccion de trayectorias de aeronaves usando Simulated Annealing para resolver una version del problema del viajante (TSP)
School: Valladolid
#72
A Novel Multi-Criteria Preamble Detection Algorithm for ADS-B Signals
Journal: IEEE Access
Publisher: IEEE
#71
#70
Despliegue de un cluster Hadoop con Cloudera en un sistema de virtualizacion basado en Proxmox
School: Valladolid
#69
Aircraft pass-by noise on ground modelled with the SAFT-program
Conference/Book: Inter.Noise 2019
#68
Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control Data
Conference/Book: 20th IEEE International Conference on Mobile Data Management (MDM)
#67
Pretty Fly for a VAT GUI: Visualizing Event Patterns for Flight Data
Conference/Book: Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems
#66
VizADS-B: Analyzing Sequences of ADS-B Images Using Explainable Convolutional LSTM Encoder-Decoder to Detect Cyber Attacks
Journal: arXiv preprint arXiv:11906.07921
#65
Identifying Anomalies in past en-route Trajectories with Clustering and Anomaly Detection Methods
Conference/Book: Thirteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2019)
#64
Automation for Separation with CDOs: Dynamic Aircraft Arrival Routes
Conference/Book: Thirteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2019)
#63
Predictive Distribution of the Mass and Speed Profile to Improve Aircraft Climb Prediction
Conference/Book: Thirteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2019)
#62
#60
GraCT: A Grammar-based Compressed Index for Trajectory Data
Journal: Information Sciences
Publisher: Elsevier
#59
D'etection & diagnostic de pannes pour les drones utilisant la machine learning
School: Universit'e Paul Sabatier-Toulouse III
#58
#57
Reliability of ADS-B Communications: Novel Insights based on an Experimental Assessment
Conference/Book: 34th ACM/SIGAPP Symposium on Applied Computing (SAC)
#56
SystΓ©m pro automatickou detekci zpoΕΎdΔnΓ½ch letΕ― a dopad na itinerΓ‘Εe cestujΓcΓchh
School: Brno
#55
Developing a Low Altitude Manned Encounter Model Using ADS-B Observations
Conference/Book: 2019 IEEE Aerospace Conference
#54
#53
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Journal: IEEE transactions on Visualization and Computer Graphics
2018
#52
Using Severe Convective Weather Information for Flight Planning
Conference/Book: Intelligent Systems Design and Applications: 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018) held in Vellore, India, December 6-8, 2018, Volume 2
#51
Detection and localization of attacks on satellite-based navigation systems
School: Ruhr University Bochum
#50
A Practical Expert System with (Near) Real-Time Analysis of Large Spatial Sets of Air Traffic Data
Conference/Book: 2018 IEEE International Conference on Big Data (Big Data)
#49
Occupancy Peak Estimation from Sector Geometry and Traffic Flow Data
Conference/Book: Proceedings of the SESAR Innovation Days
#48
Smart Data Fusion: Probabilistic Record Linkage adapted to Merge two Trajectories from Different Sources
Conference/Book: Proceedings of the SESAR Innovation Days
#47
Detecting Controllersβ Actions in Past Mode S Data by Autoencoder-Based Anomaly Detection
Conference/Book: Proceedings of the SESAR Innovation Days
#46
Low-cost ADS-B Collectors for Distributed Aircraft Surveillance
Conference/Book: Proceedings of the Euro American Conference on Telematics and Information Systems
#45
#44
Learning aircraft operational factors to improve aircraft climb prediction: A large scale multi-airport study
Journal: Transportation Research Part C: Emerging Technologies
#43
Mobility Improves the Security of Location Awareness in Wireless Networks
School: University of Kaiserslautern
#42
3Dinformaci: A Grammar-Based Compressed Representation of 3D Trajectories
Conference/Book: International Symposium on String Processing and Information Retrieval
#41
OpenSky Report 2018: Assessing the Integrity of Crowdsourced Mode S and ADS-B Data
Conference/Book: Digital Avionics Systems Conference (DASC), 2018 IEEE/AIAA 37th
#40
Undermining Privacy in the Aircraft Communications Addressing and Reporting System (ACARS)
Conference/Book: Privacy Enhancing Technologies Symposium (PoPETS)
#39
Quantitative Assessments of Runway Excursion Precursors using Mode S Data
Conference/Book: 8th International Conference on Research in Air Transportation
#38
#37
Utilizing Air Traffic Communications for OSINT on State and Government Aircraft
Conference/Book: NATO CCD COE 10th International Conference on Cyber Conflict (CyCon)
#36
Anomaly Detection using GANs in OpenSky Network
Conference/Book: NATO Science and Technology Organization: Big Data and Artificial Intelligence for Military Decision Making
#35
Crowd-GPS-Sec: Leveraging Crowdsourcing to Detect and Localize GPS Spoofing Attacks
Conference/Book: IEEE Symposium on Security and Privacy (S&P)
#34
Fusing Flight Data with Social Media Data
Conference/Book: NATO Science and Technology Organization: Big Data and Artificial Intelligence for Military Decision Making
#33
The Real First Class? Inferring Confidential Corporate Mergers and Government Relations from Air Traffic Communication
Conference/Book: IEEE European Symposium on Security and Privacy (EuroS&P)
#32
Nanosecond-precision Time-of-Arrival Estimation for Aircraft Signals with low-cost SDR Receivers
Conference/Book: ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
#31
Monitoring Meteorological Parameters With Crowdsourced Air Traffic Control Data
Conference/Book: ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
#30
Immersive Spatio-Temporale Suche und Exploration zur Entscheidungsunterstuetzung
School: University of Stuttgart
#29
A k-NN-based Localization Approach for Crowdsourced Air Traffic Communication Networks
Journal: IEEE Transactions on Aerospace and Electronic Systems
#28
Increasing the Resilience of ATC systems against False Data Injection Attacks using DSL-based Testing
Conference/Book: ICRAT 2018, Doctoral Symposium
2017
#27
Enhancing accuracy and security of ADS-B via MLAT assisted-flight information system
Conference/Book: Computer Engineering and Systems (ICCES), 2017 12th International Conference on
#26
Geo-Informatics Platform for Aviation
Conference/Book: ENRI Int. Workshop on ATM/CNS (EIWAC 2017)
#25
OpenSky Report 2017: Mode S and ADS-B Usage of Military and other State Aircraft
Conference/Book: IEEE/AIAA 36th Digital Avionics Systems Conference
#24
Integrating Flight-related Information into a (Big) Data Lake
Conference/Book: IEEE/AIAA 36th Digital Avionics Systems Conference
#23
#22
Towards a Scalable Architecture for Flight Data Management
Conference/Book: 6th International Conference on Data Science, Technology and Applications
#21
Crowdsourcing Security for Wireless Air Traffic Communications
Conference/Book: Proceedings of the 9th International Conference on Cyber Conflict (CYCON)
#20
Analyzing Privacy Breaches in the Aircraft Communications Addressing and Reporting System (ACARS)
Journal: arXiv preprint arXiv:1705.07065
#19
Large-scale Analysis of Aircraft Transponder Data
Journal: IEEE Aerospace and Electronic Systems Magazine
Publisher: IEEE
2016
#18
Investigation of Multi-device Location Spoofing Attacks on Air Traffic Control and Possible Countermeasures
Conference/Book: ACM Conference on Mobile Computing and Networking
#17
Secure Location Verification with a Mobile Receiver
Conference/Book: Proceedings of the 2nd ACM Workshop on Cyber-Physical Systems Security and Privacy
#16
OpenSky Report 2016: Facts and Figures on SSR Mode S and ADS-B Usage
Conference/Book: IEEE/AIAA 35th Digital Avionics Systems Conference
#15
Security in Next Generation Air Traffic Communication Networks
School: University of Oxford
#14
Secure Motion Verification using the Doppler Effect
Conference/Book: Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks
#13
Flight clustering for route detection and CO2 emissions
Conference/Book: Large Scale Data Engineering Course (LSDE)
Institution: Centrum Wiskunde & Informatica (CWI), Amsterdam
#12
Spatial Analysis of ADS-B Messages to Identify Rescue Helicopters Using Spark
Conference/Book: Large Scale Data Engineering Course (LSDE)
Institution: Centrum Wiskunde & Informatica (CWI), Amsterdam
#11
Cause for Emergency
Conference/Book: Large Scale Data Engineering Course (LSDE)
Institution: Centrum Wiskunde & Informatica (CWI), Amsterdam
#10
Airport quality: holding and go-arounds
Conference/Book: Large Scale Data Engineering Course (LSDE)
Institution: Centrum Wiskunde & Informatica (CWI), Amsterdam
2015
#9
On Passive Data Link Layer Fingerprinting of Aircraft Transponders
Conference/Book: Proceedings of the 1st ACM Workshop on Cyber-Physical Systems-Security and/or PrivaCy (CPS-SPC)
#8
OpenSky: A Swiss Army Knife for Air Traffic Security Research
Conference/Book: Proceedings of the 34th IEEE/AIAA Digital Avionics Systems Conference
#7
Intrusion detection for airborne communication using PHY-layer information
Conference/Book: International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA)
#6
#5
Efficient Compression of 4D-Trajectory Data in Air Traffic Management
Journal: IEEE Transactions on Intelligent Transportation Systems
#4
Lightweight Location Verification in Air Traffic Surveillance Networks
Conference/Book: Proceedings of the Cyber-Physical System Security Workshop (CPSS)
2014
#3
Realities and Challenges of NextGen Air Traffic Management: The Case of ADS-B
Journal: IEEE Communications Magazine
#2
Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research
Conference/Book: Proceedings of the 13th International Symposium on Information Processing in Sensor Networks
#1
Demonstration Abstract: OpenSky: A Large-scale ADS-B Sensor Network for Research
Conference/Book: Proceedings of the 13th International Symposium on Information Processing in Sensor Networks