| 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 | 330 | 2013 |
| Unsupervised anomaly detection in flight data using convolutional variational auto-encoder M Memarzadeh, B Matthews, I Avrekh Aerospace 7 (8), 115, 2020 | 128 | 2020 |
| 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 | 117 | 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 | 106 | 2015 |
| 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 | 77 | 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 | 73 | 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 | 64 | 2019 |
| Monitoring and Visualization of Building Construction Embodied Carbon Footprint Using DnAR-N-dimensional Augmented Reality Models M MEMARZADEH, M GOLPARVAR-FARD Proceedings of the Construction Research Congress, 2012 | 55 | 2012 |
| 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 | 48 | 2021 |
| 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 | 47 | 2019 |
| 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 | 43 | 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 | 41 | 2012 |
| Hidden-model processes for adaptive management under uncertain climate change M Pozzi, M Memarzadeh, K Klima Journal of Infrastructure Systems 23 (4), 04017022, 2017 | 40 | 2017 |
| 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 | 31 | 2016 |
| 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 | 27 | 2022 |
| Adaptive management of ecological systems under partial observability M Memarzadeh, C Boettiger Biological Conservation 224, 9-15, 2018 | 27 | 2018 |
| Physics-informed surrogate modeling for supporting climate resilience at groundwater contamination sites A Meray, L Wang, T Kurihana, I Mastilovic, S Praveen, Z Xu, ... Computers & Geosciences 183, 105508, 2024 | 20 | 2024 |
| 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 | 19 | 2019 |
| Probabilistic wildfire segmentation using supervised deep generative model from satellite imagery A Akbari Asanjan, M Memarzadeh, PA Lott, E Rieffel, S Grabbe Remote Sensing 15 (11), 2718, 2023 | 18 | 2023 |
| Airport runway configuration management with offline model-free reinforcement learning M Memarzadeh, TG Puranik, KM Kalyanam, W Ryan AIAA SciTech 2023 Forum, 0504, 2023 | 17 | 2023 |
Matteo PozziCarnegie Mellon UniversityVerified email at cmu.edu
