Identification of key features using topological data analysis for accurate prediction of manufacturing system outputs W Guo, AG Banerjee Journal of Manufacturing Systems 43, 225-234, 2017 | 52 | 2017 |
Sparse-TDA: Sparse realization of topological data analysis for multi-way classification W Guo, K Manohar, SL Brunton, AG Banerjee IEEE Transactions on Knowledge and Data Engineering 30 (7), 1403-1408, 2018 | 39 | 2018 |
Toward automated prediction of manufacturing productivity based on feature selection using topological data analysis W Guo, AG Banerjee IEEE International Symposium on Assembly and Manufacturing (ISAM), 31-36, 2016 | 22 | 2016 |
Optimal UAV Flights for Seeability and Endurance in Winds W Guo, Y Zhao, B Capozzi Journal of Aircraft 48 (1), 305-314, 2011 | 14 | 2011 |
A note on community trees in networks R Chen, YC Chen, W Guo, AG Banerjee Workshop on Synergies in Geometric Data Analysis at NIPS, 2017 | 4 | 2017 |
Fiber Placement Tow End Detection Using Machine Learning AW Blom-Schieber, W Guo, AG Banerjee, EU Samani US Patent App. 17/543,224, 2022 | | 2022 |
Efficient Community Detection in Large-Scale Dynamic Networks Using Topological Data Analysis W Guo, R Chen, YC Chen, AG Banerjee arXiv preprint arXiv:2204.03191, 2022 | | 2022 |
Improved Tow‐End Detection for Fiber Placement Inspection Using Machine Learning AW Blom-Schieber, W Guo, EU Samani, AG Banerjee 36th Annual Technical Conference of the American Society of Composites, 2021 | | 2021 |
Feature Extraction Using Topological Data Analysis for Machine Learning and Network Science Applications W Guo University of Washington, 2020 | | 2020 |
Deep Learning-Based Semantic Segmentation of Microscale Objects EU Samani, W Guo, AG Banerjee International Conference on Manipulation, Automation and Robotics at Small …, 2019 | | 2019 |