| A Systematic Review of Federated Learning in the Healthcare Area: From the Perspective of Data Properties and Applications CR Shyu, KT Putra, HC Chen, YY Tsai, KSM Hossain, W Jiang, ZY Shae Applied Sciences 11 (23), 11191, 2021 | 100 | 2021 |
| Syndromic surveillance of Flu on Twitter using weakly supervised temporal topic models L Chen, KSMT Hossain, P Butler, N Ramakrishnan, BA Prakash Data Mining and Knowledge Discovery 30 (3), 681-710, 2016 | 85 | 2016 |
| Flu Gone Viral: Syndromic Surveillance of Flu on Twitter using Temporal Topic Models L Chen*, KSMT Hossain*, P Butler, N Ramakrishnan, BA Prakash The IEEE International Conference on Data Mining, 2014 | 73 | 2014 |
| Discovering Signals from Web Sources to Predict Cyber Attacks P Goyal, KSM Hossain, A Deb, N Tavabi, N Bartley, A Abeliuk, E Ferrara, ... arXiv preprint arXiv:1806.03342, 2018 | 38 | 2018 |
| Pairwise compatibility graphs MN Yanhaona, KSMT Hossain, MS Rahman Journal of Applied Mathematics and Computing 30 (1), 479-503, 2009 | 37 | 2009 |
| SAGE: A Hybrid Geopolitical Event Forecasting System. F Morstatter, A Galstyan, G Satyukov, D Benjamin, A Abeliuk, M Mirtaheri, ... IJCAI, 6557-6559, 2019 | 27 | 2019 |
| RAPTOR: Ransomware Attack PredicTOR F Quinkert, T Holz, KSM Hossain, E Ferrara, K Lerman arXiv preprint arXiv:1803.01598, 2018 | 24 | 2018 |
| Hybrid forecasting of geopolitical events† DM Benjamin, F Morstatter, AE Abbas, A Abeliuk, P Atanasov, S Bennett, ... AI Magazine, 0 | 17 | |
| Forecasting the Flu: Designing Social Network Sensors for Epidemics H Shao*, KSM Hossain*, H Wu, M Khan, A Vullikanti, BA Prakash, ... arXiv preprint arXiv:1602.06866, 2016 | 16 | 2016 |
| Improved multiple sequence alignments using coupled pattern mining N Hossain, K. S. M. Tozammel and Patnaik, Debprakash and Laxman, Srivatsan ... Proceedings of the ACM Conference on Bioinformatics, Computational Biology …, 2012 | 10 | 2012 |
| Tensor-based Method for Temporal Geopolitical Event Forecasting M Mirtaheri, S Abu-El-Haija, T Hossain, F Morstatter, A Galstyan ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Data, 2019 | 8 | 2019 |
| Forecasting violent events in the Middle East and North Africa using the Hidden Markov Model and regularized autoregressive models KSMT Hossain, S Gao, B Kennedy, A Galstyan, P Natarajan The Journal of Defense Modeling and Simulation 17 (3), 269-283, 2020 | 7 | 2020 |
| Pairwise compatibility graphs MN Yanhaona, KSMT Hossain, MS Rahman International Workshop on Algorithms and Computation, 222-233, 2008 | 7 | 2008 |
| Evaluation of machine learning applications using real-world EHR data for predicting diabetes-related long-term complications ASM Mosa, C Thongmotai, H Islam, T Paul, KSMT Hossain, V Mandhadi Journal of Business Analytics, 1-11, 2021 | 5 | 2021 |
| Inferring Multi-dimensional Ideal Points for US Supreme Court Justices MR Islam*, KSMT Hossain*, S Krishnan, N Ramakrishnan | 5 | 2016 |
| Identifying geopolitical event precursors using attention-based LSTMs. KSMT Hossain, H Harutyunyan, Y Ning, B Kennedy, N Ramakrishnan, ... Frontiers in artificial intelligence 5, 893875-893875, 2022 | 3 | 2022 |
| Using physicochemical properties of amino acids to induce graphical models of residue couplings KSMT Hossain, C Bailey-Kellogg, AM Friedman, MJ Bradley, N Baker, ... Proceedings of the Tenth International Workshop on Data Mining in …, 2011 | 2 | 2011 |
| Extracting temporal signatures for comprehending systems biology models N Sundaravaradan, KSM Hossain, V Sreedharan, DJ Slotta, JPC Vergara, ... Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 1 | 2010 |
| Identifying gene expression programs in single-cell RNA-seq data using linear correlation explanation YI Nussbaum, KSMT Hossain, J Kaifi, WC Warren, CR Shyu, JB Mitchem Journal of Biomedical Informatics 154, 104644, 2024 | | 2024 |
| Continuous Anticipation of AKI in the ICU using Time-Gated LSTMs L Karanam, K Yi, ZY Shae, D Chang, CR Shyu, KSMT Hossain AMIA Clinical Informatics Conference, 2022 | | 2022 |
Naren RamakrishnanThomas L. Phillips Professor, Virginia TechVerified email at cs.vt.edu
