Milad Memarzadeh
Milad Memarzadeh
NASA Ames Research Center
Verified email at - Homepage
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Automated 2D detection of construction equipment and workers from site video streams using histograms of oriented gradients and colors
M Memarzadeh, M Golparvar-Fard, JC Niebles
Automation in Construction 32, 24-37, 2013
Value of Information in Sequential Decision Making: component inspection, permanent monitoring and system-level scheduling
M Memarzadeh, M Pozzi
Reliability Engineering & Systems Safety 154, 137-151, 2016
Integrated Inspection Scheduling and Maintenance Planning for Infrastructure Systems
M Memarzadeh, M Pozzi
Computer-Aided Civil and Infrastructure Engineering 31 (6), 403-415, 2015
Unsupervised anomaly detection in flight data using convolutional variational auto-encoder
M Memarzadeh, B Matthews, I Avrekh
Aerospace 7 (8), 115, 2020
Using two-way ANOVA and hypothesis test in evaluating crumb rubber modification (CRM) agitation effects on rheological properties of bitumen
S Aflaki, M Memarzadeh
Construction and Building materials 25 (4), 2094-2106, 2011
Optimal Planning and Learning in Uncertain Environments for the Management of Wind Farms
M Memarzadeh, M Pozzi, JZ Kolter
ASCE Journal of Computing in Civil Engineering 29 (5), 04014076, 2014
Rebuilding global fisheries under uncertainty
M Memarzadeh, GL Britten, B Worm, C Boettiger
Proceedings of the National Academy of Sciences 116 (32), 15985-15990, 2019
Monitoring and Visualization of Building Construction Embodied Carbon Footprint Using DnAR-N-dimensional Augmented Reality Models
Proceedings of the Construction Research Congress, 2012
Evaluating sampling locations in river water quality monitoring networks: application of dynamic factor analysis and discrete entropy theory
M Memarzadeh, N Mahjouri, R Kerachian
Environmental Earth Sciences 70 (6), 2577-2585, 2013
Real-time and automated recognition and 2D tracking of construction workers and equipment from site video streams
M Memarzadeh, A Heydarian, M Golparvar-Fard, JC Niebles
Computing in Civil Engineering (2012), 429-436, 2012
Model-free reinforcement learning with model-based safe exploration: Optimizing adaptive recovery process of infrastructure systems
M Memarzadeh, M Pozzi
Structural Safety 80, 46-55, 2019
Hidden-model processes for adaptive management under uncertain climate change
M Pozzi, M Memarzadeh, K Klima
Journal of Infrastructure Systems 23 (4), 04017022, 2017
Multi-Class Anomaly Detection in Flight Data Using Semi-Supervised Explainable Deep Learning Model
M Memarzadeh, B Matthews, T Templin
AIAA Scitech 2021 Forum, 0774, 2021
Adaptive management of ecological systems under partial observability
M Memarzadeh, C Boettiger
Biological Conservation 224, 9-15, 2018
Hierarchical Modeling of Systems with Similar Components: A Framework for Adaptive Monitoring and Control
M Memarzadeh, M Pozzi, JZ Kolter
Reliability Engineering & Systems Safety 153, 159-169, 2016
Optimizing dynamics of integrated food–energy–water systems under the risk of climate change
M Memarzadeh, S Moura, A Horvath
Environmental Research Letters 14 (7), 074010, 2019
Automated Benchmarking and Monitoring of Earthmoving Operation's Carbon Footprint Using Video Cameras and a Greenhouse Gas Estimation Model
A Heydarian, M Memarzadeh, M Golparvar-Fard
Int. Workshop on Computing in Civil Engineering, 509-516, 2012
Multi-agent management of integrated food-energy-water systems using stochastic games: from Nash equilibrium to the social optimum
M Memarzadeh, S Moura, A Horvath
Environmental Research Letters 15 (9), 0940a4, 2020
Robust and Explainable Semi-Supervised Deep Learning Model for Anomaly Detection in Aviation
M Memarzadeh, A Akbari Asanjan, B Matthews
Aerospace 9 (8), 437, 2022
Interpreting SuperPAVE PG test results with confidence intervals
S Aflaki, M Memarzadeh
Construction and Building Materials 25 (6), 2777-2784, 2011
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