Toegepaste Wiskunde

Onderzoeksoutput

Onderzoeksoutput per jaar 1970 2005 2006 2008 2009 2010 2014

• 1118 Citaties
• 18 h-Index
• 57 Article
• 9 Meeting abstract (Book)
• 6 Chapter
• 2 Book
• 2 Meer
  • 2 Conference paper

Onderzoeksoutput per jaar

Onderzoeksoutput per jaar

Zoekresultaten

• 2014

  Cluster sets for partial sums and partial sum processes

  Einmahl, U. & Kuelbs, J., 2014, In : Annals of Probability. 42, blz. 1121-1160 40 blz.

  Onderzoeksoutput: Article

  • Partial Sum Process 100%
  • Partial Sums 72%
  • Lower Bounds 70%
  • Banach Space 41%
  • Upper Bound 24%
• 2011

  Consistency and Robustness Properties of Support Vector Machines for Heavy-Tailed Distributions

  Van Messem, A., 28 mei 2011, VUB PhD Day, May 28, 2010, Brussels (Belgium). (VUB PhD Day, May 28, 2010, Brussels (Belgium)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Support Vector Machine 100%
  • Heavy-tailed Distribution 97%
  • Robustness 66%
  • Cauchy Distribution 26%
  • Moment Conditions 23%
• 2010

  A Review on Consistency and Robustness Properties of Support Vector Machines for Heavy-Tailed Distributions

  Van Messem, A., Christmann, A., Bock, H. (redactie), Gaul, W. (redactie), Okada, A. (redactie) & Vichi, M. (redactie), sep 2010, In : Advances in Data Analysis and Classification. 2-3, 4, blz. 199-220 22 blz.

  Onderzoeksoutput: Article

  • Support Vector Machine 100%
  • Heavy-tailed Distribution 97%
  • Robustness 66%
  • Support vector machines 64%
  • Review 57%
  6 Citaten (Scopus)

• "Busy period, virtual waiting time and number of customers in $ G^{\delta}| M^{\varkappa}|1|B$ system"

  Kadankova, T. & Kadankov, V., 2010, In : Queueing Systems. 65(2), blz. 175-209 35 blz.

  Onderzoeksoutput: Article

  • Batch Arrivals 100%
  • Finite Capacity 93%
  • Busy Period 90%
  • Single Server 86%
  • Waiting Time 74%

• Fast and Robust estimation of the Multivariate Errors in Variables Model

  Croux, C., Fekri, M. & Ruiz-Gazen, A., 2010, In : Test. 19, 2, blz. 286-303 18 blz.

  Onderzoeksoutput: Article

  • Errors in Variables 100%
  • Robust Estimation 96%
  • Errors-in-variables Model 94%
  • Multivariate Models 82%
  • Robust Estimators 49%
  13 Citaten (Scopus)

• On the Construction of the European Economic Sentiment Indicator

  Croux, C. & Gelper, S., feb 2010, In : Oxford Bulletin of Economics and Statistics. 72, blz. 47-62 16 blz.

  Onderzoeksoutput: Article

  • Sentiment 100%
  • Economics 95%
  • economics 45%
  • Partial Least Squares 39%
  • Dynamic Factor Analysis 24%
  39 Citaten (Scopus)

• Regression-based, regression-free and model-free approaches for robust online scale estimation

  Schettlinger, K., Gelper, S., Gather, U. & Croux, C., 2010, In : Journal of Statistical Computation and Simulation. 80, blz. 1023-1040 17 blz.

  Onderzoeksoutput: Article

  • Regression 100%
  • Level Shift 71%
  • Temporal Correlation 68%
  • Time Windows 60%
  • Time series 56%
  2 Citaten (Scopus)

• Robust Exponential Smoothing of Multivariate Time Series

  Croux, C., Mahieu, K. & Gelper, S., dec 2010, In : Computational Statistics & Data Analysis. 54, 12, blz. 2999-3006 7 blz.

  Onderzoeksoutput: Article

  • Exponential Smoothing 100%
  • Multivariate Time Series 85%
  • Outlier 64%
  • Time series 57%
  • Smoothing Parameter 38%
  22 Citaten (Scopus)

• Robust M-estimation of multivariate GARCH models

  Croux, C. & Boudt, K., 2010, In : Computational Statistics & Data Analysis. 54, blz. 2459-2469 10 blz.

  Onderzoeksoutput: Article

  • Multivariate GARCH 100%
  • M-estimation 82%
  • GARCH Model 82%
  • M-estimator 72%
  • Multivariate Models 70%
  26 Citaten (Scopus)

• S-Estimation for Penalized Regression Splines

  Croux, C., Tharmaratnam, K., Claeskens, G. & Salibi¶an-Barrera, M., 1 sep 2010, In : Journal of Computational and Graphical Statistics. 19, 3, blz. 609-625 16 blz.

  Onderzoeksoutput: Article

  • Spline Regression 100%
  • Regression Splines 92%
  • Penalized Splines 92%
  • Penalized Regression 92%
  • Estimation Method 67%
  20 Citaten (Scopus)

• The k-step spatial sign covariance matrix

  Croux, C., Dehon, C. & Yadine, A., 11 jun 2010, In : Advances in Data Analysis and Classification. 4, blz. 137-150 13 blz.

  Onderzoeksoutput: Article

  • M-estimator 100%
  • Covariance matrix 86%
  • Maximal Points 61%
  • Equivariant Estimator 59%
  • Breakdown Point 55%
  14 Citaten (Scopus)
• 2009

  2D image registration using focused mutual information for application in dentistry

  Jacquet, W., Nyssen, E., Bottenberg, P., Truyen, B. & De Groen, P., jun 2009, In : Computers in Biology and Medicine. 39, 6, blz. 545-553 9 blz.

  Onderzoeksoutput: Article

  Open Access

  • Dentistry 100%
  • Weighing 80%
  • Information theory 80%
  • Image acquisition 80%
  • Medical imaging 79%
  8 Citaten (Scopus)

• A new strong invariance principle for partial sums of independent random vectors

  Einmahl, U., 2009, In : Journal of Mathematical Sciences. 364, blz. 5-31 27 blz.

  Onderzoeksoutput: Article

  • Strong Invariance Principle 100%
  • Invariance Principle 76%
  • Invariance 68%
  • Partial Sums 65%
  • Random Vector 63%

• Consistency and Robustness Properties of SVMs for Heavy-Tailed Distributions

  Van Messem, A., 14 okt 2009, 17th Annual Meeting of the Belgian Statistical Society, Oct 14-16, 2009, Lommel (Belgium). (17th Annual Meeting of the Belgian Statistical Society, Oct 14-16, 2009, Lommel (Belgium)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Heavy-tailed Distribution 100%
  • Robustness 68%
  • Loss Function 63%
  • Support Vector Machine 51%
  • Influence 31%

• Intersections of an interval by a difference of a compound Poisson process and a compound renewal process.

  Kadankova, T., Veraverbeke, N. & Kadankov, V., 2009, In : Stochastic Models. 25, blz. 270-300 31 blz.

  Onderzoeksoutput: Article

  • Compound Poisson Process 100%
  • Renewal Process 91%
  • Random processes 83%
  • Stochastic Processes 66%
  • Intersection 58%
  1 Citaat (Scopus)

• On consistency and robustness properties of Support Vector Machines for heavy-tailed distributions

  Christmann, A., Van Messem, A., Steinwart, I. & Zhang, H. (redactie), okt 2009, In : Statistics and Its Interface. 2, blz. 311-327 17 blz.

  Onderzoeksoutput: Article

  • Support Vector Machine 100%
  • Heavy-tailed Distribution 97%
  • Robustness 66%
  • Support vector machines 64%
  • Regression 61%

• On Consistency and Robustness Properties of Support Vector Machines for Heavy-Tailed Distributions

  Van Messem, A., 29 okt 2009, Second Workshop of the ERCIM Working Group on Computing and Statistics, Oct 29- 31, 2009, Limassol (Cyprus). (Second Workshop of the ERCIM Working Group on Computing and Statistics, Oct 29- 31, 2009, Limassol (Cyprus)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Heavy-tailed Distribution 100%
  • Robustness 68%
  • Loss Function 42%
  • kernel 28%
  • Cauchy Distribution 27%

• On Robustness Properties of Support Vector Machines for Heavy-Tailed Distributions

  Van Messem, A., 14 jun 2009, International Conference on Robust Statistics (ICORS), Jun 14-19, 2009, Parma (Italy). (International Conference on Robust Statistics (ICORS), Jun 14-19, 2009, Parma (Italy)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Heavy-tailed Distribution 100%
  • Robustness 68%
  • Influence Function 50%
  • Loss Function 42%
  • kernel 28%

• Uniform in bandwidth consistency of kernel regression estimators at a fixed point

  Dony, J. & Einmahl, U., 2009, Institute of Mathematical Statistics Collections. Houdre, C. (redactie). IMS, Vol. 5. blz. 308-325 18 blz. (High Dimensional Probability V: The Luminy volume).

  Onderzoeksoutput: Chapter

  • Kernel Regression 100%
  • Kernel Estimator 88%
  • Empirical Process 88%
  • Regression Estimator 86%
  • Bandwidth 79%
• 2008

  A two-sided exit problem for a difference of a compound Poisson process and a compound renewal process with a discrete phase space.

  Kadankova, T. & Kadankov, V., 2008, In : Stoch. Models. 24, blz. 152-172 21 blz.

  Onderzoeksoutput: Article

  • Exit Problem 100%
  • Compound Poisson Process 84%
  • Renewal Process 77%
  • Phase Space 61%
  3 Citaten (Scopus)

• Bouligand derivatives and robustness of support vector machines for regression

  Christmann, A., Van Messem, A. & Bartlett, P. (redactie), mei 2008, In : Journal of Machine Learning Research. 9, blz. 915-936 22 blz.

  Onderzoeksoutput: Article

  • Support Vector Machine 100%
  • Influence Function 98%
  • Robustness 66%
  • Derivatives 65%
  • Support vector machines 64%
  38 Citaten (Scopus)

• Characterization of LIL behavior in Banach space

  Einmahl, U. & Li, D., 2008, In : Transactions of the American Mathematical Society. 360, blz. 6677-6693 17 blz.

  Onderzoeksoutput: Article

  • Banach spaces 100%
  • Websites 49%
  • Banach space 38%
  • Characterization 30%
  32 Citaten (Scopus)

• Exit problems for the difference of a compound Poisson process and a compound renewal process.

  Kadankova, T. & Kadankov, V., 2008, In : Queueing Systems. 59, blz. 271-296 26 blz.

  Onderzoeksoutput: Article

  • Exit Problem 100%
  • Compound Poisson Process 95%
  • Compound Poisson 94%
  • Renewal Process 89%
  • Exit 74%
  1 Citaat (Scopus)

• On Robustness Properties of Support Vector Machines Based on Lipschitzian Loss Functions

  Van Messem, A., 12 nov 2008, International Workshop on Flexible Modelling: Smoothing and Robustness (FMSR 2008), Nov 12-14, 2008, Leuven (Belgium). (International Workshop on Flexible Modelling: Smoothing and Robustness (FMSR 2008), Nov 12-14, 2008, Leuven (Belgium)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Lipschitzian Functions 100%
  • Loss Function 71%
  • Robustness 57%
  • kernel 31%
  • Support Vector Machine 28%

• Robustness of Support Vector Machines: the Bouligand Influence Function

  Van Messem, A., 4 mrt 2008, 8th German Open Conference on Probability and Statistics (GOCPS2008), Mar 4-7, 2008, Aachen (Germany). (8th German Open Conference on Probability and Statistics (GOCPS2008), Mar 4-7, 2008, Aachen (Germany)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Support Vector Machine 100%
  • Influence Function 98%
  • Robustness 66%
  • Derivative 39%
  • Loss Function 32%

• The Bouligand influence function: checking robustness of support vector machines

  Van Messem, A., 14 jul 2008, 7th World Congress in Probability and Statistics, Jul 14-19, 2008, Singapore. (7th World Congress in Probability and Statistics, Jul 14-19, 2008, Singapore).

  Onderzoeksoutput: Meeting abstract (Book)

  • Support Vector Machine 100%
  • Influence Function 98%
  • kernel 24%
  • Derivative 16%
  • Bounded Influence 13%
• 2007

  A generalization of Strassen's functional LIL

  Einmahl, U., 1 okt 2007, In : Journal of Theoretical Probability. 20, blz. 901-915 15 blz.

  Onderzoeksoutput: Article

  14 Citaten (Scopus)

• Bouligand Influence Funtion and Robustness of Support Vector Machines

  Van Messem, A., 1 sep 2007, Robust and Nonparametric Statistical Inference, Sept 1-6, 2007, Hejnice (Czech Republic). (Robust and Nonparametric Statistical Inference, Sept 1-6, 2007, Hejnice (Czech Republic)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Hilbert spaces 100%
  • Derivatives 61%
  • Support vector machines 60%

• On several two-boundary problems for a particular class of Levy processes.

  Kadankova, T. & Veraverbeke, N., 2007, In : Journal of Theoretical Probability. 20(4), blz. 1073-1085 13 blz.

  Onderzoeksoutput: Article

  • Lévy Process 100%
  • Exit Problem 70%
  • Exit 52%
  • Boundary Problem 46%
  • Class 13%
  8 Citaten (Scopus)

• The Bouligand Influence Function and its Application for Support Vector Machines

  Van Messem, A., 18 okt 2007, 15th Annual Meeting of the Belgian Statistical Society, Oct 18-20, 2007, Antwerp (Belgium). (15th Annual Meeting of the Belgian Statistical Society, Oct 18-20, 2007, Antwerp (Belgium)).

  Onderzoeksoutput: Meeting abstract (Book)

  • Support Vector Machine 100%
  • Influence Function 98%
  • Bounded Influence 33%
  • Robust Statistics 31%
  • Loss Function 23%

• Two-boundary problems for a random walk

  Ezhov, I. I., Kadankova, T. & Kadankov, V., 2007, In : Ukrainian Mathematical Journal. 59, blz. 1485-1509 24 blz.

  Onderzoeksoutput: Article

  • Boundary Problem 100%
  • Random walk 85%
  • Interval 29%
  • Joint Distribution 23%
  • Generating Function 21%
  6 Citaten (Scopus)

• Two-boundary problems for a semi-Markov walk with a linear drift

  Kadankova, T. & Kadankov, V., 2007, In : Random Oper. and Stoch. Equ.. 15, blz. 223-251 29 blz.

  Onderzoeksoutput: Article

  • Boundary Problem 100%
  • Random walk 85%
• 2006

  Analysis of Surgical Management of Calvarial Tumours and First Results of a Newly Designed Robotic Trepanation System

  Engelhardt, M., Bast, P., Jeblink, N., Lauer, W., Popovic, A., Eufinger, H., Scholz, M., Christmann, A., Harders, A., Radermacher, K. & Schmieder, K., 2006, In : Unknown Journal.

  Onderzoeksoutput: Article
  9 Citaten (Scopus)

• Angiographic Follow-Up After Carotid Artery Stenting of Bifurcation Stenosis.

  Hauth, E., Jansen, C., Drescher, R., Schwarz, M., Christmann, A., Jaeger, H., Forsting, M. & Mathias, K., 2006, In : Unknown Journal.

  Onderzoeksoutput: Article

  3 Citaten (Scopus)

• Consistency and robustness of kernel based regression.

  Christmann, A. & Steinwart, I., 2006, In : Bernoulli .

  Onderzoeksoutput: Article

• Duration of stay inside an interval by the Poisson process with a negative exponential component.

  Kadankova, T., 2006, In : Stoch. Process.. 12, blz. 55-67 13 blz.

  Onderzoeksoutput: Article

  • Poisson process 100%
  • First Exit Time 69%
  • Overshoot 67%
  • Interval 58%
  • Integral Transform 52%

• Exit from an interval and the entry into, jumps over, and crossings of an interval by a Poisson process with an exponential component.

  Kadankova, T., 2006, In : Unknown Journal. 75, blz. 31-35 5 blz.

  Onderzoeksoutput: Article

  • Poisson process 100%
  • Jump 83%
  • Interval 58%
  • Laplace transform 45%

• On the total sojourn time in an interval of homogeneous processes with independent increments

  Kadankov, V. & Kadankova, T., 2006, In : Ukrainian Mathematical Visn.. 3, blz. 212-241 30 blz.

  Onderzoeksoutput: Article

  • Processes with Independent Increments 100%
  • Sojourn Time 89%
  • Interval 41%
  • Integral Transform 37%

• Regression depth and support vector regression.

  Christmann, A., 2006, DIMACS Series in Discrete Mathematics and Theoretical Computer Science. American Mathematical Society, Vol. 72. blz. 71-85 15 blz. (DIMACS Series in Discrete Mathematics and Theoretical Computer Science).

  Onderzoeksoutput: Conference paper

• Robust estimation of Cronbach's alpha.

  Christmann, A. & Van Aelst, S., 2006, In : Unknown Journal.

  Onderzoeksoutput: Article
  117 Citaten (Scopus)

• Robust Learning from Bites for Data Mining

  Christmann, A., Steinwart, I. & Hubert, M., 2006, In : Computational Statistics & Data Analysis. 52, 1, blz. 347-361

  Onderzoeksoutput: Article

  • Data Mining 100%
  • Learning 79%
  • Data mining 72%
  • Statistical Learning 47%
  • Machine learning 45%
  9 Citaten (Scopus)

• Several two-boundary problems for Levy processes.

  Kadankova, T. & Veraverbeke, N., 2006, Proceedings of the 4-th Actuarial and Financial Mathematics Day.

  Onderzoeksoutput: Conference paper

  • Lévy Process 100%
  • Boundary Problem 97%

• Two-boundary problems for a Poisson process with an exponentially distributed component

  Kadankov, V. & Kadankova, T., 2006, In : Ukrainian Mathematical Journal. 58, 7, blz. 1042-1078

  Onderzoeksoutput: Article

  • Boundary Problem 100%
  • Poisson process 99%
  • Joint Distribution 79%
  • Interval 58%
  • Hits 38%
  3 Citaten (Scopus)

• Uniform in bandwidth consistency of local polynomial regression function estimators

  Dony, J., Einmahl, U. & Mason, D. M., 2006, In : Austrian Journal of Statistics. 35, blz. 105-120 16 blz.

  Onderzoeksoutput: Article

• Weighted uniform consistency of kernel density estimators with general bandwidth sequences

  Dony, J. & Einmahl, U., 2006, In : Electronic Journal of Probability. 11, blz. 844-859 16 blz.

  Onderzoeksoutput: Article
  8 Citaten (Scopus)
• 2005

  Accidential Dural Tears Occurring during supratentorial Craniotomy - A Prospective Analysis of Predisposing Factors in 100 Patients.

  Engelhardt, M., Uhlenbruch, S., Christmann, A., Miede, C., Eufinger, H., Scholz, M., Harders, A. & Schmieder, K., 2005, In : Unknown Journal.

  Onderzoeksoutput: Article

  20 Citaten (Scopus)

• Intersections of an interval by a process with independent increments Theor. of Stoch. Proc

  Kadankova, T. & Kadankov, V., 2005, In : Theory of Stochastic Processes. 11, blz. 54-68 15 blz.

  Onderzoeksoutput: Article

  • Processes with Independent Increments 100%
  • Increment 72%
  • Intersection 53%
  • Interval 41%

• Local stability of spike steady states in a simplified Gierer-Meinhardt system

  Karadzhov, G. E., De Groen, P. & Edmunds, D., 23 mei 2005, In : Unknown Journal.

  Onderzoeksoutput: Article

• On a combination of convex risk minimization methods

  Christmann, A., 2005, Classification - The Ubiquitous Challenge. Springer, Heidelberg. pag. 434-441.

  Onderzoeksoutput: Chapter

• On a strategy to develop robust and simple tariffs from motor vehicle insurance data.

  Christmann, A., 2005, In : Unknown Journal.

  Onderzoeksoutput: Article

  5 Citaten (Scopus)