Recursive Gath–Geva clustering as a basis for evolving neuro-fuzzy modeling H Soleimani-B, C Lucas, BN Araabi Evolving Systems 1, 59-71, 2010 | 81 | 2010 |
Scalable joint models for reliable uncertainty-aware event prediction H Soleimani, J Hensman, S Saria IEEE transactions on pattern analysis and machine intelligence 40 (8), 1948-1963, 2018 | 59 | 2018 |
Treatment-response models for counterfactual reasoning with continuous-time, continuous-valued interventions H Soleimani, A Subbaswamy, S Saria arXiv preprint arXiv:1704.02038, 2017 | 49 | 2017 |
Semi-supervised multi-label topic models for document classification and sentence labeling H Soleimani, DJ Miller Proceedings of the 25th ACM international on conference on information and …, 2016 | 41 | 2016 |
Parsimonious Topic Models with Salient Word Discovery H Soleimani, DJ Miller Knowledge and Data Engineering, IEEE Transactions on 27 (3), 2014 | 41 | 2014 |
ATD: Anomalous topic discovery in high dimensional discrete data H Soleimani, DJ Miller IEEE Transactions on Knowledge and Data Engineering 28 (9), 2267-2280, 2016 | 39 | 2016 |
Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis R Adams, KE Henry, A Sridharan, H Soleimani, A Zhan, N Rawat, ... Nature medicine 28 (7), 1455-1460, 2022 | 33 | 2022 |
Deep neural network-based automatic metasurface design with a wide frequency range F Ghorbani, S Beyraghi, J Shabanpour, H Oraizi, H Soleimani, ... Scientific Reports 11 (1), 1-8, 2021 | 31 | 2021 |
Adaptive prediction of epileptic seizures from intracranial recordings H Soleimani-B, C Lucas, B N Araabi, L Schwabe Biomedical Signal Processing and Control 7 (5), 456-464, 2012 | 20 | 2012 |
A deep learning approach for inverse design of the metasurface for dual-polarized waves F Ghorbani, J Shabanpour, S Beyraghi, H Soleimani, H Oraizi, ... Applied Physics A 127, 1-7, 2021 | 19 | 2021 |
An analytical solution for free liquid sloshing in a finite-length horizontal cylindrical container filled to an arbitrary depth SM Hasheminejad, H Soleimani Applied Mathematical Modelling 48, 338-352, 2017 | 18 | 2017 |
Factors driving provider adoption of the TREWS machine learning-based early warning system and its effects on sepsis treatment timing KE Henry, R Adams, C Parent, H Soleimani, A Sridharan, L Johnson, ... Nature medicine 28 (7), 1447-1454, 2022 | 15 | 2022 |
Semisupervised, multilabel, multi-instance learning for structured data H Soleimani, DJ Miller Neural computation 29 (4), 1053-1102, 2017 | 13 | 2017 |
Exploiting the value of class labels on high-dimensional feature spaces: topic models for semi-supervised document classification H Soleimani, DJ Miller Pattern Analysis and Applications 22, 299-309, 2019 | 8 | 2019 |
Fast evolving neuro-fuzzy model and its application in online classification and time series prediction H Soleimani-B, C Lucas, BN Araabi Pattern Analysis & Applications 15 (3), 279-288, 2012 | 8 | 2012 |
Automating measurement of trainee work hours H Soleimani, J Adler‐Milstein, RJ Cucina, SG Murray Journal of Hospital Medicine 16 (7), 404-408, 2021 | 6 | 2021 |
Linear solution for liquid sloshing in an upright elliptical cylindrical container with an eccentric core barrel SM Hasheminejad, H Soleimani Journal of Engineering Mechanics 143 (9), 04017105, 2017 | 6 | 2017 |
Characterizing styles of clinical note production and relationship to clinical work hours among first-year residents JJ Gong, H Soleimani, SG Murray, J Adler-Milstein Journal of the American Medical Informatics Association 29 (1), 120-127, 2022 | 5 | 2022 |
Deep learning approach for target locating in through-the-wall radar under electromagnetic complex wall F Ghorbani, H Soleimani, M Soleimani arXiv preprint arXiv:2102.07990, 2021 | 5 | 2021 |
Simultaneous estimation of wall and object parameters in TWR using deep neural network F Ghorbani, H Soleimani International Journal of Antennas and Propagation 2022, 2021 | 4 | 2021 |