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Bilal Farooq

A deep causal inference model for fully-interpretable travel behaviour analysis

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May 02, 2024
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Attention-LSTM for Multivariate Traffic State Prediction on Rural Roads

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Jan 06, 2023
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Debiased machine learning for estimating the causal effect of urban traffic on pedestrian crossing behaviour

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Dec 21, 2022
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Robustness Analysis of Deep Learning Models for Population Synthesis

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Nov 23, 2022
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eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference

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May 11, 2022
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Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices

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Apr 24, 2022
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Multi-task Recurrent Neural Networks to Simultaneously Infer Mode and Purpose in GPS Trajectories

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Oct 23, 2021
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On the Initial Behavior Monitoring Issues in Federated Learning

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Sep 11, 2021
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Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems

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Feb 26, 2021
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Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation

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Jan 28, 2021
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