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08/30/2023
An Improved Greedy Curvature Bound in Finite-Horizon String Optimization with Application to a Sensor Coverage Problem
We study the optimization problem of choosing strings of finite length t...
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07/14/2022
Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning
Single-pixel imaging (SPI) is a novel imaging technique whose working pr...
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01/06/2022
Well-Conditioned Linear Minimum Mean Square Error Estimation
Linear minimum mean square error (LMMSE) estimation is often ill-conditi...
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01/07/2020
Automated Pavement Crack Segmentation Using Fully Convolutional U-Net with a Pretrained ResNet-34 Encoder
Automated pavement crack segmentation is a challenging task because of i...
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10/01/2019
Decision Automation for Electric Power Network Recovery
Critical infrastructure systems such as electric power networks, water n...
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12/16/2018
An approximate dynamic programming approach to food security of communities following hazards
Food security can be threatened by extreme natural hazard events for hou...
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06/22/2018
An Approximate Dynamic Programming Approach to Community Recovery Management (Extended Abstract)
The functioning of interdependent civil infrastructure systems in the af...
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04/01/2018
A Modified Approximate Dynamic Programming Algorithm for Community-level Food Security Following Disasters
In the aftermath of an extreme natural hazard, community residents must ...
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04/01/2018
A combined approximate dynamic programming & simulated annealing optimization method to address community-level food security in the aftermath of disasters
In the aftermath of an extreme natural hazard, community residents must ...
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03/12/2018
Solving Markov decision processes for network-level post-hazard recovery via simulation optimization and rollout
Computation of optimal recovery decisions for community resilience assur...
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03/05/2018
Near-optimal planning using approximate dynamic programming to enhance post-hazard community resilience management
The lack of a comprehensive decision-making approach at the community-le...
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10/07/2017