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1

A Machine Learning Framework for Customer Purchase Prediction in the Non-Contractual Setting

Martínez, Andrés, Schmuck, Claudia, Pereverzyev, Sergiy, Pirker, Clemens, Haltmeier, Markus

Journal:

European Journal of Operational Research

Year:

2018

Language:

english

File:

PDF, 1005 KB

english, 2018

2

Regularized collocation for spherical harmonics gravitational field modeling

Naumova, Valeriya, Pereverzyev, Sergei V., Tkachenko, Pavlo

Journal:

GEM - International Journal on Geomathematics

Year:

2014

Language:

english

File:

PDF, 403 KB

english, 2014

3

A parameter choice strategy for the inversion of multiple observations

Gerhards, Christian, Pereverzyev, Sergiy, Tkachenko, Pavlo

Journal:

Advances in Computational Mathematics

Year:

2017

Language:

english

File:

PDF, 324 KB

english, 2017

4

A Galerkin Least Squares Approach for Photoacoustic Tomography

Schwab, Johannes, Pereverzyev, Sergiy, Haltmeier, Markus

Journal:

SIAM Journal on Numerical Analysis

Year:

2018

Language:

english

File:

PDF, 1.20 MB

english, 2018

5

Adaptive multi-parameter regularization approach to construct the distribution function of relaxation times

Žic, Mark, Pereverzyev, Sergiy, Subotić, Vanja, Pereverzyev, Sergei

Journal:

GEM - International Journal on Geomathematics

Year:

2020

File:

PDF, 2.29 MB

2020

6

Adaptive Kernel Methods Using the Balancing Principle

E. De Vito, S. Pereverzyev, L. Rosasco

Journal:

Foundations of Computational Mathematics

Year:

2010

Language:

english

File:

PDF, 766 KB

english, 2010

7

A meta-learning approach to the regularized learning—Case study: Blood glucose prediction

V. Naumova, S.V. Pereverzyev, S. Sivananthan

Journal:

Neural Networks

Year:

2012

Language:

english

File:

PDF, 728 KB

english, 2012

8

Adaptive parameter choice for one-sided finite difference schemes and its application in diabetes technology

Naumova, V., Pereverzyev, S.V., Sivananthan, S.

Journal:

Journal of Complexity

Year:

2012

Language:

english

File:

PDF, 266 KB

english, 2012

9

Regularized fixed-point iterations for nonlinear inverse problems

Pereverzyev, S S, Pinnau, R, Siedow, N

Journal:

Inverse Problems

Year:

2006

Language:

english

File:

PDF, 480 KB

english, 2006

10

Multi-penalty regularization with a component-wise penalization

Naumova, V, Pereverzyev, S V

Journal:

Inverse Problems

Year:

2013

Language:

english

File:

PDF, 350 KB

english, 2013

11

Assessment of Blood Glucose Predictors: The Prediction-Error Grid Analysis

Sivananthan, Sampath, Naumova, Valeriya, Man, Chiara Dalla, Facchinetti, Andrea, Renard, Eric, Cobelli, Claudio, Pereverzyev, Sergei V.

Journal:

Diabetes Technology & Therapeutics

Year:

2011

Language:

english

File:

PDF, 309 KB

english, 2011

12

Filtered Legendre expansion method for numerical differentiation at the boundary point with application to blood glucose predictions

Mhaskar, Hrushikesh N., Naumova, V., Pereverzyev, S.V.

Journal:

Applied Mathematics and Computation

Year:

2013

Language:

english

File:

PDF, 425 KB

english, 2013

13

Parameter Choice Strategies for Multipenalty Regularization

Fornasier, Massimo, Naumova, Valeriya, Pereverzyev, Sergei V.

Journal:

SIAM Journal on Numerical Analysis

Year:

2014

Language:

english

File:

PDF, 479 KB

english, 2014

14

Initial temperature reconstruction for nonlinear heat equation: application to a coupled radiative – conductive heat transfer problem

Pereverzyev, S. S., Pinnau, R., Siedow, N.

Journal:

Inverse Problems in Science and Engineering

Year:

2008

Language:

english

File:

PDF, 188 KB

english, 2008

15

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - Reading blood glucose from subcutaneous electric current by means of a regularization in variable Reproducing Kernel Hilbert Spaces

Naumova, Valeriya, Pereverzyev, Sergei V., Sampath, Sivananthan

Year:

2011

Language:

english

File:

PDF, 303 KB

english, 2011

16

Extrapolation in variable RKHSs with application to the blood glucose reading

Naumova, V, Pereverzyev, S V, Sivananthan, S

Journal:

Inverse Problems

Year:

2011

Language:

english

File:

PDF, 725 KB

english, 2011

17

Pointwise Computation in an Ill-Posed Spherical Pseudo-Differential Equation

Pereverzyev, Sergei V., Tkachenko, Pavlo

Journal:

Computational Methods in Applied Mathematics

Year:

2015

Language:

english

File:

PDF, 495 KB

english, 2015

18

The universal back-projection formula for spherical means and the wave equation on certain quadric hypersurfaces

Haltmeier, Markus, Pereverzyev, Sergiy

Journal:

Journal of Mathematical Analysis and Applications

Year:

2015

Language:

english

File:

PDF, 792 KB

english, 2015

19

Aggregation of regularized solutions from multiple observation models

Chen, Jieyang, Pereverzyev Jr, Sergiy, Xu, Yuesheng

Journal:

Inverse Problems

Year:

2015

Language:

english

File:

PDF, 472 KB

english, 2015

20

Parameter Choice Strategies for Least-squares Approximation of Noisy Smooth Functions on the Sphere

Pereverzyev, S. V., Sloan, I. H., Tkachenko, P.

Journal:

SIAM Journal on Numerical Analysis

Year:

2015

Language:

english

File:

PDF, 3.17 MB

english, 2015

21

On the convergence rate and some applications of regularized ranking algorithms

Kriukova, Galyna, Pereverzyev, Sergei V., Tkachenko, Pavlo

Journal:

Journal of Complexity

Year:

2015

Language:

english

File:

PDF, 2.33 MB

english, 2015

22

A linear functional strategy for regularized ranking

Kriukova, Galyna, Panasiuk, Oleksandra, Pereverzyev, Sergei V., Tkachenko, Pavlo

Journal:

Neural Networks

Year:

2016

Language:

english

File:

PDF, 502 KB

english, 2016

23

Two-parameter regularization of ill-posed spherical pseudo-differential equations in the space of continuous functions

Cao, Hui, Pereverzyev, Sergei V., Sloan, Ian H., Tkachenko, Pavlo

Journal:

Applied Mathematics and Computation

Year:

2016

Language:

english

File:

PDF, 766 KB

english, 2016

24

Recovering a Function from Circular Means or Wave Data on the Boundary of Parabolic Domains

Haltmeier, Markus, Pereverzyev, Sergiy

Journal:

SIAM Journal on Imaging Sciences

Year:

2015

Language:

english

File:

PDF, 644 KB

english, 2015

25

Approximate solution of nonlinear inverse problems by fixed-point iteration

Pereverzyev, Sergiy, Pinnau, René, Siedow, Norbert

Journal:

Journal of Physics Conference Series

Year:

2008

Language:

english

File:

PDF, 448 KB

english, 2008

26

Prediction of nocturnal hypoglycemia by an aggregation of previously known prediction approaches: proof of concept for clinical application

Tkachenko, Pavlo, Kriukova, Galyna, Aleksandrova, Marharyta, Chertov, Oleg, Renard, Eric, Pereverzyev, Sergei V.

Journal:

Computer Methods and Programs in Biomedicine

Year:

2016

Language:

english

File:

PDF, 615 KB

english, 2016

27

Galaxy And Mass Assembly: automatic morphological classification of galaxies using statistical learning

Sreejith, Sreevarsha, Pereverzyev Jr, Sergiy, Kelvin, Lee S, Marleau, Francine R, Haltmeier, Markus, Ebner, Judith, Bland-Hawthorn, Joss, Driver, Simon P, Graham, Alister W, Holwerda, Benne W, Hopkins

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2018

Language:

english

File:

PDF, 29.13 MB

english, 2018

28

[IEEE 2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) - Bucharest (2017.9.21-2017.9.23)] 2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) - Application of regularized ranking and collaborative filtering in predictive alarm algorithm for nocturnal hypoglycemia prevention

Kriukova, Galyna, Shvai, Nadiya, Pereverzyev, Sergei V.

Year:

2017

Language:

english

File:

PDF, 595 KB

english, 2017

29

A Deep Learning Approach to Diabetic Blood Glucose Prediction

Mhaskar, Hrushikesh N., Pereverzyev, Sergei V., van der Walt, Maria D.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2017

Language:

english

File:

PDF, 1.58 MB

english, 2017

30

Regularization by the Linear Functional Strategy with Multiple Kernels

Pereverzyev, Sergei V., Tkachenko, Pavlo

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2017

Language:

english

File:

PDF, 312 KB

english, 2017

31

The quasi-optimality criterion in the linear functional strategy

Kindermann, Stefan, Pereverzyev, Sergiy, Pilipenko, Andrey

Journal:

Inverse Problems

Year:

2018

Language:

english

File:

PDF, 1.63 MB

english, 2018

32

Operator Learning Approach for the Limited View Problem in Photoacoustic Tomography

Dreier, Florian, Pereverzyev Jr, Sergiy, Haltmeier, Markus

Journal:

Computational Methods in Applied Mathematics

Year:

2018

Language:

english

File:

PDF, 2.28 MB

english, 2018

33

Data Based Construction of Kernels for Semi-Supervised Learning With Less Labels

Mhaskar, Hrushikesh, Pereverzyev, Sergei V., Semenov, Vasyl Yu., Semenova, Evgeniya V.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2019

Language:

english

File:

PDF, 1.17 MB

english, 2019

34

Regularized Nyström subsampling in regression and ranking problems under general smoothness assumptions

Myleiko, G. L., Pereverzyev, S., Solodky, S. G.

Journal:

Analysis and Applications

Year:

2019

Language:

english

File:

PDF, 319 KB

english, 2019

35

Data Based Construction of Kernels for Semi-Supervised Learning With Less Labels

Mhaskar, Hrushikesh, Pereverzyev, Sergei V., Semenov, Vasyl Yu., Semenova, Evgeniya V.

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2019

File:

PDF, 1.17 MB

2019

36

Solving CNLS problems using Levenberg-Marquardt algorithm: A new fitting strategy combining limits and a symbolic Jacobian matrix

Å½ic, Mark, SubotiÄ, Vanja, Pereverzyev, Sergei, Fajfar, Iztok

Journal:

Journal of Electroanalytical Chemistry

Year:

2020

File:

PDF, 1.46 MB

2020

37

[IEEE 2019 13th International conference on Sampling Theory and Applications (SampTA) - Bordeaux, France (2019.7.8-2019.7.12)] 2019 13th International conference on Sampling Theory and Applications (SampTA) - Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation

Angermann, Christoph, Haltmeier, Markus, Steiger, Ruth, Pereverzyev, Sergiy, Gizewski, Elke

Year:

2019

File:

PDF, 1.20 MB

2019

38

Randomized matrix approximation to enhance regularized projection schemes in inverse problems

Lu, Shuai, Mathe, Peter, Pereverzyev, Sergei V

Journal:

Inverse Problems

Year:

2020

File:

PDF, 493 KB

2020

39

Novel decision algorithm to discriminate parkinsonism with combined blood and imaging biomarkers

Mangesius, Stephanie, Mariotto, Sara, Ferrari, Sergio, Pereverzyev, Sergiy, Lerchner, Hannes, Haider, Lukas, Gizewski, Elke R., Wenning, Gregor, Seppi, Klaus, Reindl, Markus, Poewe, Werner

Journal:

Parkinsonism & Related Disorders

Year:

2020

File:

PDF, 620 KB

2020

40

Feed-forward neural networks using cerebral MR spectroscopy and DTI might predict neurodevelopmental outcome in preterm neonates

Janjic, T., Pereverzyev, S., Hammerl, M., Neubauer, V., Lerchner, H., Wallner, V., Steiger, R., Kiechl-Kohlendorfer, U., Zimmermann, M., Buchheim, A., Grams, A. E., Gizewski, E. R.

Journal:

European Radiology

Year:

2020

File:

PDF, 2.34 MB

2020

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