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 | 61 | 2006 |
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 | 53 | 2012 |
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 | 37 | 2013 |
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 | 32 | 2011 |
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 | 31 | 2021 |
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 | 20 | 2022 |
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 | 19 | 2020 |
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 | 16 | 2020 |
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 | 15 | 2021 |
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 | 10 | 2021 |
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 | 10 | 2020 |
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 | 10 | 2019 |
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 | 10 | 2019 |
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 | 10 | 2008 |
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 | 9 | 2020 |
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 | 8 | 2020 |
Deep Learning Models for Predicting CO2 Flux Employing Multivariate Time Series P Nguyen, M Halem SIGKDD MileTS, 2019 | 8 | 2019 |
Multiple objective scheduling of hpc workloads through dynamic prioritization TA Simon, P Nguyen, M Halem UMBC Student Collection, 2013 | 8 | 2013 |
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 | 7 | 2014 |