Former Member

Dr. Valeriya Naumova

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Peer Reviewed Journal Publication
  • Fornasier, Massimo; Naumova, Valeriya; Pereverzyev, Sergei (2014, online: 2014) Parameter choice strategies for multipenalty regularization. SIAM Journal on Numerical Analysis, Bd. 52 (4), S. 1770-1794. (link)
  • Naumova, Valeriya; Pereverzyev, Sergei V.; Tkachenko, Pavlo (2014, online: 2013) Regularized collocation for spherical harmonics gravitational field modeling. International Journal on Geomathematics, Bd. 5 (1), S. 17. (link)
  • Mhaskar, Hrushikesh; Naumova, Valeriya; Pereverzyev, Sergei (2013, online: 2013) Filtered Legendre expansion method for numerical differentiation at the boundary point with application to blood glucose predictions. Applied Mathematics and Computation, Bd. 224, S. 835–847. (link)
  • Naumova, Valeriya; Pereverzyev, Sergei V. (2013, online: 2013) Multi-penalty regularization with a component-wise penalization. Inverse Problems, Bd. 29 (7), S. 1-16. (link)
  • Lu, S.; Naumova, V.; Pereverzyev, S. V. (2013, online: 2012) Legendre polynomials as a recommended basis for numerical differentiation in the presence of stochastic white noise. Journal of Inverse and Ill-Posed Problems, Bd. 21, S. 193-216. (link)
  • Naumova, V.; Pereverzyev, S. V. (2012, online: 2012) Blood Glucose Predictors: an Overview on How Recent Developments Help to Unlock the Problem of Glucose Regulation. Recent Patents on Computer Science, Bd. 5 (3), S. 1-11.
  • Naumova, V.; Pereverzyev, S.V.; Sampath, S. (2012, online: 2012) A meta-learning approach to the regularized learning—case study: Blood glucose prediction. Neural Networks, Bd. 33, S. 181-193. (link)
  • Naumova, V.; Pereverzyev, S. V.; Sampath, S. (2012, online: 2012) Adaptive parameter choice for one-sided finite difference schemes and its application in diabetes technology. Journal of Complexity, Bd. 28, S. 524-538. (link)
  • Sivananthan, Sampath; Naumova, Valeriya; Man, Chiara Dalla; Facchinetti, Andrea; Renard, Eric et al. [..] (2011) Assessment of Blood Glucose Predictors: The Prediction-Error Grid Analysis. Diabetes Technology & Therapeutics, Bd. 13 (8), S. 787-796. (link)
  • Naumova, Valeriya; Pereverzyev, Sergei; Sampath, Sivananthan (2011) Extrapolation in variable RKHSs with application to the blood glucose reading. Inverse Problems, Bd. 27 (7), S. 13. (link)

Book/Monograph
  • Naumova, V. (2012, online: 2012) Numerical Methods for Diabetes Technology: Mathematical Algorithms for a Better Management of Type 1 Diabetes.: LAP LAMBERT Academic Publishing (176 Seiten). (link)

Conference Contribution: Publication in Proceedings
  • Naumova, Valeriya; Pereverzyev, Sergei V.; Sampath, Sivananthan (2011) Reading Blood Glucose from Subcutaneous Electric Current by Means of a Regularization in Variable Reproducing Kernel Hilbert Spaces. (50th IEEE Conference on Decision and Control and European Control Conference), S. 5158-5163.

Conference Contribution: Poster (in Proceedings)
  • Naumova, Valeriya; Pereverzyev, Sergei V. (2013, online: 2013) Data-Driven and Problem-Oriented Multiple-Kernel Learning (Poster). International Workshop on advances in Regulariza- tion, Optimization, Kernel Methods and Support Vector Machines: theory and applications . (link)
  • S. Sivananthan, V. Naumova, C. Dalla Man, A. Facchinetti, E. Renard, C. Cobelli, S. V. Pereverzev (2011) Assessment of blood glucose predictors: the Prediction-Error Grid Analysis (PRED-EGA) (Poster). The 4th International Conference on Advanced Technologies & Treatments in Diabetes.

Dissertation
  • Naumova, V. (2012) Numerical Methods for Diabetes Technology., Johannes Kepler University, Johannes Kepler University, Linz.

Research Report
  • Naumova, Valeriya; Pereverzyev, Sergei V.; Tkachenko, Pavlo (2013, online: 2013) Regularized collocation for Spherical harmonics Gravitational Field Modeling. Bericht-Nr. 2013-12; RICAM: Linz. (link)
  • Fornasier, Massimo; Naumova, Valeriya; Pereverzyev, Sergei (2013, online: 2013) Parameter Choice Strategies for Multi-Penalty Regularization. Bericht-Nr. RICAM Report No 2013-10; RICAM: Linz . (link)
  • Mhaskar, Hrushikesh; Naumova, Valeriya; Pereverzyev, Sergei V. (2013, online: 2013) Filtered Legendre Expansion Method for Numerical Differentiation at the Boundary Point with Application to Blood Glucose Predictions. Bericht-Nr. 2013-07; RICAM: Linz. (link)
  • Naumova, Valeriya; Pereverzyev, Sergei (2013, online: 2013) Multi-Penalty Regularization with a Component-Wise Penalization. Bericht-Nr. 2013-03; RICAM: Linz. (link)
  • Keller, Alexander; Kuo, Frances; Neuenkirch, Andreas; Traub, Joseph F. (2013) Algorithms and Complexity for Continuous Problems (Dagstuhl Seminar 12391). Bericht-Nr. 2(9) 2013; Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik: Dagstuhl, Germany. (link)
  • Naumova, V.; Pereverzyev, S.; Sampath, S. (2012, online: 2012) Regularization in Variable RKHSs with application to the Blood Glucose Reading. Bericht-Nr. 51/2012; Mathematisches Forschungsinstitut Oberwolfach: Oberwolfach. (link)
  • Naumova, V.; Pereverzyev, S.; Sampath, S. (2012, online: 2012) A Meta-Learning Approach to the Adaptive Regularization – Case Study: Blood Glucose Prediction. Bericht-Nr. 51/2012; Mathematisches Forschungsinstitut Oberwolfach: Oberwolfach. (link)
  • Pereverzyev, S. V.; Naumova, V.; Sampath, S. (2012, online: 2012) Learning in Variable RKHSs with application to the Blood Glucose Reading. Bericht-Nr. 31/2012; Oberwolfach. (link)
  • Lu, S.; Naumova, V.; Pereverzyev, S.V. (2012, online: 2012) Numerical differentiation by means of Legendre polynomials in the presence of square summable noise. Bericht-Nr. 2012-15; Linz. (link)
  • Naumova, V.; Pereverzyev, S.; Sampath, S. (2011, online: 2012) A Meta-Learning Approach to the Regularized Learning -- Case Study: Blood Glucose Prediction. Bericht-Nr. 2011-31; Linz.
  • Naumova, Valeriya; Pereverzyev, Sergei; Sampath, Sivananthan (2011) Adaptive parameter choice for one-sided finite difference schemes and its application in diabetes technology. Bericht-Nr. 2011-18;. (link)
  • Naumova, Valeriya; Pereverzev, Sergei; Sampath, Sivananthan (2011) Extrapolation in variable RKHSs with application to the BG reading. Bericht-Nr. 2011-04; RICAM:. (link)