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Oleg Sysoev
Oleg Sysoev
Associate Professor in Statistics
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Titel
Zitiert von
Zitiert von
Jahr
Digital twins to personalize medicine
B Björnsson, C Borrebaeck, N Elander, T Gasslander, DR Gawel, ...
Genome medicine 12, 1-4, 2020
2452020
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
512019
An O(n 2) Algorithm for Isotonic Regression
O Burdakov, O Sysoev, A Grimvall, M Hussian
Large-Scale Nonlinear Optimization, 25-33, 2006
462006
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
402016
A smoothed monotonic regression via L2 regularization
O Sysoev, O Burdakov
Knowledge and Information Systems 59, 197-218, 2019
292019
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
202011
Data preordering in generalized PAV algorithm for monotonic regression
O Burdakov, A Grimvall, O Sysoev
Journal of Computational Mathematics, 771-790, 2006
192006
A dual active-set algorithm for regularized monotonic regression
O Burdakov, O Sysoev
Journal of Optimization Theory and Applications 172, 929-949, 2017
172017
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
142005
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
122020
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
122019
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
112004
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
92004
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
72009
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
42021
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
42019
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
42019
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
42005
Selective imputation of covariates in high dimensional censored data
C Svahn, O Sysoev
Journal of Computational and Graphical Statistics 31 (4), 1397-1405, 2022
22022
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
22020
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