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Journal Articles

Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations

HyunKi Lee, Tejas G. Puranik, Dimitri N. Mavris
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041013.
Paper No: JCISE-20-1308
DOI: https://doi.org/10.1115/1.4049992
Published Online: February 25, 2021
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Topics: Aircraft, Artificial neural networks, Aviation, Flight, Risk, Safety, Trajectories (Physics), Errors, Algorithms, Machine learning
Journal Articles

A Machine Learning Approach to Aircraft Sensor Error Detection and Correction

Renee Swischuk, Douglas Allaire
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2019, 19(4): 041009.
Paper No: JCISE-18-1301
DOI: https://doi.org/10.1115/1.4043567
Published Online: June 6, 2019
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Topics: Failure, Sensors, Flight, Aircraft, Errors
Journal Articles

Risk-Based Path Planning Optimization Methods for Unmanned Aerial Vehicles Over Inhabited Areas

Eliot Rudnick-Cohen, Jeffrey W. Herrmann, Shapour Azarm
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. June 2016, 16(2): 021004.
Paper No: JCISE-15-1185
DOI: https://doi.org/10.1115/1.4033235
Published Online: April 27, 2016
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Topics: Optimization, Risk, Unmanned aerial vehicles, Flight, Path planning