Former Member

Dr. Sivananthan Sampath

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Peer Reviewed Journal Publication
  • Sampath, Sivananthan; Tkachenko, Pavlo; Renard, Eric; Pereverzev, Sergei V. (2016, online: 2016) Glycemic Control Indices and Their Aggregation in the Prediction of Nocturnal Hypoglycemia From Intermittent Blood Glucose Measurements. Journal of Diabetes Science and Technology, Bd. 10, S. 1245-1250 <'http://dst.sagepub.com/content/10/6/1245.abstract'>. (link)
  • 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
  • Lu, Shuai; Jr., Sergiy Pereverzyev; Sampath, Sivananthan Multi-parameter regularizationfor construction of extrapolating estimators instatistical learning theory. In Reihe: Lecture Notes in Electrical Engineering, hrsg. v. Xiaoping Shen, Ahmed I Zayed: Springer.

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.
  • J. U. Poulsen, A. Avogaro, F. Chauchard, C. Cobelli, R. Johansson, L. Nita, M. Pogose, L. del Re, E. Renard, S. Sivananthan, F. Saudek, M. Skillen, J. Soendergaard (2010) A diabetes management system empowering patients to reachoptimised glucose control: from monitor to advisor., Merging Medical Humanism and Technology (32nd Annual International IEEE EMBS Conference (EMBC2010)) In Reihe: IEEE Engineering in Medicine and Biology Society; Buenos Aires, Argentina .
  • Sivananthan, R. Radha and S. (2010) LOCAL RECONSTRUCTION FROM A NON UNIFORMSAMPLED DATA AND SOME ILLUSTRATION. (Emerging trends in wavelet applications in medical image processing); Chennai.
  • Pereverzyev, Sergei; Sampath, Sivananthan (2009) Regularized Learning Algorithm for Prediction of Blood Glucose Concentration in ``No Action Period''. In: Perumal Nithiarasu, Rainald Löhner and Raoul van Loon (Hrsg.), 1st International Conference on Computational & Mathematical Biomedical Engineering (1st International Conference on Computational & Mathematical Biomedical Engineering) In Reihe: CMBE09; Linz: CMBE, S. 395-398.

Conference Contribution: Poster (in Proceedings)
  • 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.

Research Report
  • 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)
  • 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)