Sensor data based system-level anomaly prediction for smart manufacturing J Wang, C Liu, M Zhu, P Guo, Y Hu 2018 IEEE International Congress on Big Data (BigData Congress), 158-165, 2018 | 27 | 2018 |
Benchmarking of data-driven causality discovery approaches in the interactions of arctic sea ice and atmosphere Y Huang, M Kleindessner, A Munishkin, D Varshney, P Guo, J Wang Frontiers in big Data 4, 642182, 2021 | 20 | 2021 |
Hybrid causality analysis of enso’s global impacts on climate variables based on data-driven analytics and climate model simulation H Song, J Tian, J Huang, P Guo, Z Zhang, J Wang Frontiers in Earth Science 7, 233, 2019 | 17 | 2019 |
Evaluation of data-driven causality discovery approaches among dominant climate modes S Hussung, S Mahmud, A Sampath, M Wu, P Guo, J Wang UMBC Faculty Collection, 2019 | 11 | 2019 |
Scalable and flexible two-phase ensemble algorithms for causality discovery P Guo, Y Huang, J Wang Big Data Research 26, 100252, 2021 | 8 | 2021 |
Scalable and hybrid ensemble-based causality discovery P Guo, A Ofonedu, J Wang 2020 IEEE International Conference on Smart Data Services (SMDS), 72-80, 2020 | 7 | 2020 |
Benchmarking parallel k-means cloud type clustering from satellite data C Barajas, P Guo, L Mukherjee, S Hoban, J Wang, D Jin, ... Benchmarking, Measuring, and Optimizing: First BenchCouncil International …, 2019 | 7 | 2019 |
A Deep Learning Model for Detecting Dust in Earth's Atmosphere from Satellite Remote Sensing Data P Hou, P Guo, P Wu, J Wang, A Gangopadhyay, Z Zhang 2020 IEEE International Conference on Smart Computing (SMARTCOMP), 196-201, 2020 | 6 | 2020 |
Parallel gradient boosting based granger causality learning P Guo, C Liuy, Y Tang, J Wang 2019 IEEE International Conference on Big Data (Big Data), 2845-2854, 2019 | 5 | 2019 |
Dust detection in satellite data using convolutional neural networks C Cai, J Lee, YR Shi, C Zerfas, P Guo, Z Zhang UMBC Faculty Collection, 2019 | 5 | 2019 |
Reproducible and portable big data analytics in the cloud X Wang, P Guo, X Li, A Gangopadhyay, CE Busart, J Freeman, J Wang IEEE Transactions on Cloud Computing 11 (3), 2966-2982, 2023 | 4 | 2023 |
Cloud-Based Life Sciences Manufacturing System: Integrated Experiment Management and Data Analysis via Amazon Web Services P Guo, R Peterson, P Paukstelis, J Wang Smart Service Systems, Operations Management, and Analytics: Proceedings of …, 2020 | 4 | 2020 |
A comparison of big data application programming approaches: a travel companion case study P Guo, J Wang, Z Chen 2017 IEEE International Conference on Big Data (Big Data), 2869-2878, 2017 | 4 | 2017 |
Assessing Water Budget Sensitivity to Precipitation Forcing Errors in Potomac River Basin Using the VIC Hydrologic Model CyberTraining: Big Data+ High-Performance Computing+ … R Majumder, R Walid, J Zheng, Z Zhang, J Wang, MK Gobbert, ... UMBC Faculty Collection, 2019 | 3 | 2019 |
Image segmentation for dust detection using unsupervised machine learning J Bessac, L Xu, M Yu, A Gangopadhyay, Y Shi, P Guo tech. rep, 0 | 1 | |
Large-Scale Causality Discovery Analytics as a Service X Wang, P Guo, J Wang 2021 IEEE International Conference on Big Data (Big Data), 3130-3140, 2021 | | 2021 |
Scalable Multivariate Causality Discovery from Large-Scale Global Spatiotemporal Climate Data P Guo University of Maryland, Baltimore County, 2021 | | 2021 |
Evaluation of Data-Driven Causality Discovery Methods among Dominant Climate Modes SR Hussung, S Mahmud, A Sampath, M Wu, P Guo, J Wang 100th American Meteorological Society Annual Meeting, 2020 | | 2020 |
Cloud-Based Life Sciences Manufacturing System: Integrated Experiment Management and Data P Guo, R Peterson, P Paukstelis, J Wang Smart Service Systems, Operations Management, and Analytics: Proceedings of …, 2019 | | 2019 |
Evaluation of Tropical Cloud Simulations between CMIP6 Models and Satellite Observations CyberTraining: Big Data+ High-Performance Computing+ Atmospheric Sciences AW Denagamage, S Ali, N Hannadigee, X Huang, P Guo, J Wang UMBC HPCF, 0 | | |