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Phuong Nguyen, PhD
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Year
Client-side web mining for community formation in peer-to-peer environments
K Liu, K Bhaduri, K Das, P Nguyen, H Kargupta
ACM SIGKDD Explorations Newsletter 8 (2), 11-20, 2006
612006
A hybrid scheduling algorithm for data intensive workloads in a mapreduce environment
P Nguyen, T Simon, M Halem, D Chapman, Q Le
2012 IEEE Fifth International Conference on Utility and Cloud Computing, 161-167, 2012
522012
Terabyte-sized image computations on hadoop cluster platforms
P Bajcsy, A Vandecreme, J Amelot, P Nguyen, J Chalfoun, M Brady
2013 IEEE International Conference on Big Data, 729-737, 2013
372013
A mapreduce workflow system for architecting scientific data intensive applications
P Nguyen, M Halem
Proceedings of the 2nd International Workshop on Software Engineering for …, 2011
322011
Lung nodule classification using biomarkers, volumetric radiomics, and 3D CNNs
K Mehta, A Jain, J Mangalagiri, S Menon, P Nguyen, DR Chapman
Journal of Digital Imaging, 1-20, 2021
302021
Generating realistic covid-19 x-rays with a mean teacher+ transfer learning gan
S Menon, J Galita, D Chapman, A Gangopadhyay, J Mangalagiri, ...
2020 IEEE International Conference on Big Data (Big Data), 1216-1225, 2020
192020
Systematic review of venous thromboembolism risk categories derived from Caprini score
H Hayssen, R Cires-Drouet, B Englum, P Nguyen, S Sahoo, ...
Journal of Vascular Surgery: Venous and Lymphatic Disorders 10 (6), 1401 …, 2022
182022
Satellite data fusion of multiple observed XCO2 using compressive sensing and deep learning
P Nguyen, S Shivadekar, SSL Chukkapalli, M Halem
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
162020
An intelligent parallel distributed streaming framework for near real-time science sensors and high-resolution medical images
S Shivadekar, J Mangalagiri, P Nguyen, D Chapman, M Halem, R Gite
50th International Conference on Parallel Processing Workshop, 1-9, 2021
142021
A Streaming Tensor Decomposition Analysis of of a Multi-Ceilometer Based Lidar Aerosol Network.
S Shivadekar, M Halem, P Nguyen, Y Yesha
AGU Fall Meeting Abstracts 2021, A35H-1729, 2021
102021
Satellite data fusion of multiple observed XCO2 using compressive sensing
P Nguyen, S Shivadekar, SSL Chukkapalli, M Halem
Signal Processing, Sensor/Information Fusion, and Target Recognition XXIX …, 2020
102020
A Super Resolution Convolutional Neural Network approach for simulating NASA’s SMAP Radar observations from Radiometer Data
P Nguyen, AV Bhaskar, S Shivadekar, Y Yesha, M Halem
AGU Fall Meeting 2019, 2019
102019
Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning
M Halem, SSL Chukkapalli, S Shivadekar, P Nguyen
AGU Fall Meeting Abstracts 2019, B11F-2400, 2019
102019
Service-oriented atmospheric radiances (SOAR): Gridding and analysis services for multisensor aqua IR radiance data for climate studies
M Halem, N Most, CA Tilmes, K Stewart, Y Yesha, D Chapman, P Nguyen
IEEE transactions on geoscience and remote sensing 47 (1), 114-122, 2008
102008
Active semi-supervised expectation maximization learning for lung cancer detection from Computerized Tomography (CT) images with minimally label training data
P Nguyen, D Chapman, S Menon, M Morris, Y Yesha
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 553-564, 2020
92020
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening
BS Sumeet Menon, David Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris
SIGKDD DCCL, 2019
9*2019
Toward generating synthetic CT volumes using a 3D-conditional generative adversarial network
J Mangalagiri, D Chapman, A Gangopadhyay, Y Yesha, J Galita, ...
2020 International Conference on Computational Science and Computational …, 2020
82020
Multiple objective scheduling of hpc workloads through dynamic prioritization
TA Simon, P Nguyen, M Halem
UMBC Student Collection, 2013
82013
Deep Learning Models for Predicting CO2 Flux Employing Multivariate Time Series
P Nguyen, M Halem
SIGKDD MileTS, 2019
72019
Spatial computations over terabyte-sized images on hadoop platforms
P Bajcsy, P Nguyen, A Vandecreme, M Brady
2014 IEEE International Conference on Big Data (Big Data), 816-824, 2014
72014
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Articles 1–20