Huzefa Rangwala
Huzefa Rangwala
Professor of Computer Science, George Mason/ ML Scientist, Amazon
Verified email at - Homepage
Cited by
Cited by
Colonic microbiome is altered in alcoholism
EA Mutlu, PM Gillevet, H Rangwala, M Sikaroodi, A Naqvi, PA Engen, ...
American Journal of Physiology-Gastrointestinal and Liver Physiology 302 (9 …, 2012
Modulation of the metabiome by rifaximin in patients with cirrhosis and minimal hepatic encephalopathy
JS Bajaj, DM Heuman, AJ Sanyal, PB Hylemon, RK Sterling, RT Stravitz, ...
PloS one 8 (4), e60042, 2013
Asynchronous online federated learning for edge devices with non-iid data
Y Chen, Y Ning, M Slawski, H Rangwala
2020 IEEE International Conference on Big Data (Big Data), 15-24, 2020
Profile-based direct kernels for remote homology detection and fold recognition
H Rangwala, G Karypis
Bioinformatics 21 (23), 4239-4247, 2005
Predicting student performance using personalized analytics
A Elbadrawy, A Polyzou, Z Ren, M Sweeney, G Karypis, H Rangwala
Computer 49 (4), 61-69, 2016
Digging digg: Comment mining, popularity prediction, and social network analysis
S Jamali, H Rangwala
Web Information Systems and Mining, 2009. WISM 2009. International …, 2009
Next-term student performance prediction: A recommender systems approach
M Sweeney, H Rangwala, J Lester, A Johri
arXiv preprint arXiv:1604.01840, 2016
Novel method for predicting dexterous individual finger movements by imaging muscle activity using a wearable ultrasonic system
S Sikdar, H Rangwala, EB Eastlake, IA Hunt, AJ Nelson, J Devanathan, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (1), 69-76, 2013
Needle in a haystack: Identifying learner posts that require urgent response in MOOC discussion forums
O Almatrafi, A Johri, H Rangwala
Computers & Education 118, 1-9, 2018
FedAT: A high-performance and communication-efficient federated learning system with asynchronous tiers
Z Chai, Y Chen, A Anwar, L Zhao, Y Cheng, H Rangwala
Proceedings of the International Conference for High Performance Computing …, 2021
Real-time classification of hand motions using ultrasound imaging of forearm muscles
N Akhlaghi, CA Baker, M Lahlou, H Zafar, KG Murthy, HS Rangwala, ...
IEEE Transactions on Biomedical Engineering 63 (8), 1687-1698, 2015
Mining manufacturing data for discovery of high productivity process characteristics
S Charaniya, H Le, H Rangwala, K Mills, K Johnson, G Karypis, WS Hu
Journal of biotechnology 147 (3-4), 186-197, 2010
Solid-phase microextraction and the human fecal VOC metabolome
E Dixon, C Clubb, S Pittman, L Ammann, Z Rasheed, N Kazmi, ...
PloS one 6 (4), e18471, 2011
Next-term student grade prediction
M Sweeney, J Lester, H Rangwala
2015 IEEE International Conference on Big Data (Big Data), 970-975, 2015
Learning dynamic context graphs for predicting social events
S Deng, H Rangwala, Y Ning
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
Running out of stem: a comparative study across stem majors of college students at-risk of dropping out early
Y Chen, A Johri, H Rangwala
Proceedings of the 8th international conference on learning analytics and …, 2018
Cola-GNN: Cross-location attention based graph neural networks for long-term ILI prediction
S Deng, S Wang, H Rangwala, L Wang, Y Ning
Proceedings of the 29th ACM international conference on information …, 2020
Predicting performance on MOOC assessments using multi-regression models
Z Ren, H Rangwala, A Johri
arXiv preprint arXiv:1605.02269, 2016
Protein function prediction using multilabel ensemble classification
G Yu, H Rangwala, C Domeniconi, G Zhang, Z Yu
IEEE/ACM Transactions on Computational Biology and Bioinformatics 10 (4 …, 2013
Evaluation of short read metagenomic assembly
A Charuvaka, H Rangwala
BMC Genomics 12 (Suppl 2), S8, 2011
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