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Formal Analysis and Redesign of a Neural Network-Based Aircraft Taxiing System with VerifAI.

, , , , and . CAV (1), volume 12224 of Lecture Notes in Computer Science, page 122-134. Springer, (2020)

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Scalable Inverse Reinforcement Learning via Instructed Feature Construction., and . NeSy@AAAI, volume WS-12-11 of AAAI Technical Report, AAAI Press, (2012)Formal Analysis of Neural Network-Based Systems in the Aircraft Domain., , , , , , and . FM, volume 13047 of Lecture Notes in Computer Science, page 730-740. Springer, (2021)Applying Supervised Learning to Real-World Problems.. AAAI/IAAI, page 951. AAAI Press / The MIT Press, (1999)Class Probability Estimation and Cost-Sensitive Classification Decisions.. ECML, volume 2430 of Lecture Notes in Computer Science, page 270-281. Springer, (2002)Bootstrap Methods for the Cost-Sensitive Evaluation of Classifiers., and . ICML, page 583-590. Morgan Kaufmann, (2000)Pruning Adaptive Boosting., and . ICML, page 211-218. Morgan Kaufmann, (1997)Data mining methods for anomaly detection KDD-2005 workshop report., , , and . SIGKDD Explor., 7 (2): 132-136 (2005)Guest Editorial: Special issue on robust machine learning., , , , , and . Mach. Learn., 112 (8): 2787-2789 (2023)Reinforcement Learning-Based Air Traffic Deconfliction., , and . CoRR, (2023)Machine learning algorithms for event detection., , and . Mach. Learn., 79 (3): 257-259 (2010)