| Digital twins to personalize medicine B Björnsson, C Borrebaeck, N Elander, T Gasslander, DR Gawel, ... Genome medicine 12, 1-4, 2020 | 280 | 2020 |
| Relative importance of prenatal and postnatal determinants of stunting: data mining approaches to the MINIMat cohort, Bangladesh P Svefors, O Sysoev, EC Ekstrom, LA Persson, SE Arifeen, RT Naved, ... BMJ open 9 (8), e025154, 2019 | 50 | 2019 |
| An O(n 2) Algorithm for Isotonic Regression O Burdakov, O Sysoev, A Grimvall, M Hussian Large-Scale Nonlinear Optimization, 25-33, 2006 | 46 | 2006 |
| A statistical test of the equality of latent orders ML Kalish, JC Dunn, OP Burdakov, O Sysoev Journal of Mathematical Psychology 70, 1-11, 2016 | 39 | 2016 |
| A smoothed monotonic regression via L2 regularization O Sysoev, O Burdakov Knowledge and Information Systems 59, 197-218, 2019 | 29 | 2019 |
| A segmentation-based algorithm for large-scale partially ordered monotonic regression O Sysoev, O Burdakov, A Grimvall Computational Statistics & Data Analysis 55 (8), 2463-2476, 2011 | 20 | 2011 |
| Data preordering in generalized PAV algorithm for monotonic regression O Burdakov, A Grimvall, O Sysoev Journal of Computational Mathematics, 771-790, 2006 | 19 | 2006 |
| A dual active-set algorithm for regularized monotonic regression O Burdakov, O Sysoev Journal of Optimization Theory and Applications 172, 929-949, 2017 | 17 | 2017 |
| Assessing the multiple dimensions of poverty. data Mining approaches to The 2004–14 health and Demographic surveillance system in Cuatro Santos, nicaragua C Källestål, EZ Blandón, R Peña, W Peréz, M Contreras, LÅ Persson, ... Frontiers in public health 7, 409, 2020 | 15 | 2020 |
| Monotonic regression for the detection of temporal trends in environmental quality data M Hussian, A Grimvall, O Burdakov, O Sysoev MATCH Commun. Math. Comput. Chem 54, 535-550, 2005 | 14 | 2005 |
| Inter-frequency radio signal quality prediction for handover, evaluated in 3GPP LTE C Svahn, O Sysoev, M Cirkic, F Gunnarsson, J Berglund 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring), 1-5, 2019 | 13 | 2019 |
| An algorithm for isotonic regression problems O Burdakov, O Sysoev, A Grimvall, M Hussian The 4th European Congress of Computational Methods in Applied Science and …, 2004 | 11 | 2004 |
| Monotonic regression for assessment of trends in environmental quality data M Hussian, A Grimvall, O Burdakov, O Sysoev European Congress on Computational Methods in Applied Sciences and …, 2004 | 9 | 2004 |
| Generalized PAV algorithm with block refinement for partially ordered monotonic regression O Burdakov, A Grimvall, O Sysoev Proc. of the Workshop on Learning Monotone Models from Data at the European …, 2009 | 7 | 2009 |
| Trends and factors related to adolescent pregnancies: an incidence trend and conditional inference trees analysis of northern Nicaragua demographic surveillance data W Pérez, K Ekholm Selling, E Zelaya Blandón, R Peña, M Contreras, ... BMC pregnancy and childbirth 21 (1), 749, 2021 | 6 | 2021 |
| PSICA: Decision trees for probabilistic subgroup identification with categorical treatments O Sysoev, K Bartoszek, EC Ekström, K Ekholm Selling Statistics in Medicine 38 (22), 4436-4452, 2019 | 6 | 2019 |
| Predicting poverty. Data mining approaches to the health and demographic surveillance system in Cuatro Santos, Nicaragua C Källestål, E Blandón Zelaya, R Peña, W Peréz, M Contreras, ... International journal for equity in health 18, 1-12, 2019 | 4 | 2019 |
| Hasse diagrams and the generalized pav algorithm for monotonic regression in several explanatory variables O Burdakov, A Grimvall, M Hussian, O Sysoev submitted to Computational Statistics & Data Analysis, 2005 | 4 | 2005 |
| Selective imputation of covariates in high dimensional censored data C Svahn, O Sysoev Journal of Computational and Graphical Statistics 31 (4), 1397-1405, 2022 | 3 | 2022 |
| Analysis of expression profiling data suggests explanation for difficulties in finding biomarkers for nasal polyps EJ Lee, DR Gawel, S Lilja, X Li, S Schäfer, O Sysoev, H Zhang, M Benson Rhinology 58 (4), 360-7, 2020 | 2 | 2020 |
