Edit Profile (opens in new tab) Verdonck, Tim Compute Distance To: Compute Author ID: verdonck.tim Published as: Verdonck, Tim; Verdonck, T. External Links: MGP Documents Indexed: 19 Publications since 2008 Co-Authors: 23 Co-Authors with 19 Joint Publications 385 Co-Co-Authors all top 5 Co-Authors 0 single-authored 5 Höppner, Sebastiaan 4 Hubert, Mia 4 Rousseeuw, Peter J. 4 Serneels, Sven 3 Baesens, Bart 3 Debruyne, Michiel 2 Boudt, Kris 2 Ortner, Irene 2 van Wouwe, Martine 1 Asimit, Alexandru V. 1 Badescu, Alexandru M. 1 Cornilly, Dries 1 Dhaene, Jan 1 Filzmoser, Peter 1 Peremans, Kris 1 Segaert, Pieter 1 Stripling, Eugen 1 Van Aelst, Stefan 1 vanden Broucke, Seppe 1 Vanduffel, Steven 1 Vanpaemel, Dina 1 Verbeke, Wouter 1 Yorulmaz, Özlem all top 5 Serials 5 Computational Statistics and Data Analysis 3 Insurance Mathematics & Economics 2 European Journal of Operational Research 2 Statistics and Computing 1 Journal of Econometrics 1 Scandinavian Actuarial Journal 1 North American Actuarial Journal 1 Statistical Methods and Applications 1 Advances in Data Analysis and Classification. ADAC 1 Statistical Analysis and Data Mining Fields 17 Statistics (62-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 17 Publications have been cited 97 times in 90 Documents Cited by ▼ Year ▼ Optimal risk transfer under quantile-based risk measurers. Zbl 1284.91199Asimit, Alexandru V.; Badescu, Alexandru M.; Verdonck, Tim 24 2013 Principal component analysis for data containing outliers and missing elements. Zbl 1452.62419Serneels, Sven; Verdonck, Tim 16 2008 Robust PCA for skewed data and its outlier map. Zbl 1453.62116Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim 12 2009 The minimum regularized covariance determinant estimator. Zbl 1436.62197Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim 7 2020 Principal component regression for data containing outliers and missing elements. Zbl 1453.62193Serneels, Sven; Verdonck, Tim 6 2009 The DetS and DetMM estimators for multivariate location and scatter. Zbl 06984096Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim 6 2015 The influence of individual claims on the chain-ladder estimates: analysis and diagnostic tool. Zbl 1233.91156Verdonck, T.; Debruyne, M. 5 2011 Robust kernel principal component analysis and classification. Zbl 1284.62370Debruyne, Michiel; Verdonck, Tim 3 2010 Outlyingness: which variables contribute most? Zbl 1430.62095Debruyne, Michiel; Höppner, Sebastiaan; Serneels, Sven; Verdonck, Tim 3 2019 Profit driven decision trees for churn prediction. Zbl 1441.62739Höppner, Sebastiaan; Stripling, Eugen; Baesens, Bart; vanden Broucke, Seppe; Verdonck, Tim 3 2020 RobROSE: a robust approach for dealing with imbalanced data in fraud detection. Zbl 1480.62119Baesens, Bart; Höppner, Sebastiaan; Ortner, Irene; Verdonck, Tim 2 2021 Detection and correction of outliers in the bivariate chain-ladder method. Zbl 1218.91098Verdonck, T.; Van Wouwe, M. 2 2011 Cellwise robust M regression. Zbl 07202079Filzmoser, P.; Höppner, S.; Ortner, I.; Serneels, S.; Verdonck, T. 2 2020 Nearest comoment estimation with unobserved factors. Zbl 1456.62112Boudt, Kris; Cornilly, Dries; Verdonck, Tim 2 2020 A robustification of the chain-ladder method. Zbl 1483.91210Verdonck, Tim; van Wouwe, Martine; Dhaene, Jan 2 2009 Fast robust SUR with economical and actuarial applications. Zbl 07260703Hubert, Mia; Verdonck, Tim; Yorulmaz, Özlem 1 2017 Robust bootstrap procedures for the chain-ladder method. Zbl 1402.91212Peremans, Kris; Segaert, Pieter; Van Aelst, Stefan; Verdonck, Tim 1 2017 RobROSE: a robust approach for dealing with imbalanced data in fraud detection. Zbl 1480.62119Baesens, Bart; Höppner, Sebastiaan; Ortner, Irene; Verdonck, Tim 2 2021 The minimum regularized covariance determinant estimator. Zbl 1436.62197Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim 7 2020 Profit driven decision trees for churn prediction. Zbl 1441.62739Höppner, Sebastiaan; Stripling, Eugen; Baesens, Bart; vanden Broucke, Seppe; Verdonck, Tim 3 2020 Cellwise robust M regression. Zbl 07202079Filzmoser, P.; Höppner, S.; Ortner, I.; Serneels, S.; Verdonck, T. 2 2020 Nearest comoment estimation with unobserved factors. Zbl 1456.62112Boudt, Kris; Cornilly, Dries; Verdonck, Tim 2 2020 Outlyingness: which variables contribute most? Zbl 1430.62095Debruyne, Michiel; Höppner, Sebastiaan; Serneels, Sven; Verdonck, Tim 3 2019 Fast robust SUR with economical and actuarial applications. Zbl 07260703Hubert, Mia; Verdonck, Tim; Yorulmaz, Özlem 1 2017 Robust bootstrap procedures for the chain-ladder method. Zbl 1402.91212Peremans, Kris; Segaert, Pieter; Van Aelst, Stefan; Verdonck, Tim 1 2017 The DetS and DetMM estimators for multivariate location and scatter. Zbl 06984096Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim 6 2015 Optimal risk transfer under quantile-based risk measurers. Zbl 1284.91199Asimit, Alexandru V.; Badescu, Alexandru M.; Verdonck, Tim 24 2013 The influence of individual claims on the chain-ladder estimates: analysis and diagnostic tool. Zbl 1233.91156Verdonck, T.; Debruyne, M. 5 2011 Detection and correction of outliers in the bivariate chain-ladder method. Zbl 1218.91098Verdonck, T.; Van Wouwe, M. 2 2011 Robust kernel principal component analysis and classification. Zbl 1284.62370Debruyne, Michiel; Verdonck, Tim 3 2010 Robust PCA for skewed data and its outlier map. Zbl 1453.62116Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim 12 2009 Principal component regression for data containing outliers and missing elements. Zbl 1453.62193Serneels, Sven; Verdonck, Tim 6 2009 A robustification of the chain-ladder method. Zbl 1483.91210Verdonck, Tim; van Wouwe, Martine; Dhaene, Jan 2 2009 Principal component analysis for data containing outliers and missing elements. Zbl 1452.62419Serneels, Sven; Verdonck, Tim 16 2008 all cited Publications top 5 cited Publications all top 5 Cited by 189 Authors 8 Verdonck, Tim 6 Hubert, Mia 5 Asimit, Alexandru V. 5 Boonen, Tim J. 5 Van Aelst, Stefan 4 Rousseeuw, Peter J. 4 Tan, Ken Seng 3 Alrawashdeh, Mufda Jameel 3 Cheung, Ka Chun 3 Filzmoser, Peter 3 Hu, Junlei 3 Meng, Hui 3 Zhuang, Shengchao 2 Badescu, Alexandru M. 2 Cai, Jun 2 Cator, Eric A. 2 Frahm, Gabriel 2 Ghossoub, Mario 2 Han, Ningning 2 Höppner, Sebastiaan 2 Hron, Karel 2 Kim, Eunseok 2 Lemieux, Christiane 2 Liu, Fangda 2 Lopuhaä, Hendrik P. 2 Peremans, Kris 2 Serneels, Sven 2 Siu, Tak Kuen 2 Song, Zhanjie 2 Suykens, Johan A. K. 2 Vranckx, Iwein 2 Yang, Hailiang 1 Abraham, Sajesh T. 1 Abunawas, Kalid Abunawas 1 Alfons, Andreas 1 Ando, Tomohiro 1 Annoni, Paola 1 Antonio, Katrien 1 Arslan, Olcay 1 Badounas, Ioannis 1 Bae, Taehan 1 Baesens, Bart 1 Bai, Yizhou 1 Barabesi, Lucio 1 Barbiero, Alessandro 1 Bazaz, Ali Panahi 1 Bertrand, Frédéric 1 Bignozzi, Valeria 1 Boente, Graciela 1 Boudt, Kris 1 Cappozzo, Andrea 1 Carrizosa, Emilio 1 Cerioli, Andrea 1 Çetin, Meral Candan 1 Cevallos-Valdiviezo, Holger 1 Chen, Mi 1 Chen, Xinxiang 1 Chi, Yichun 1 Chong, Wing Fung 1 Cipra, Tomáš 1 Crevecoeur, Jonas 1 Croux, Christophe 1 Cui, Kaiyan 1 Dane, Mark A. 1 De, Soumi 1 Debruyne, Michiel 1 DeMiguel, Victor 1 Denti, Francesco 1 Fang, Shu-Cherng 1 Fang, Ying 1 Ferrari, Pier Alda 1 Frénay, Benoît 1 Gagnon-Bartsch, Johann A. 1 Gao, Fei 1 Gao, Tao 1 García-Escudero, Luis Angel 1 Gordaliza, Alfonso 1 Greselin, Francesca 1 Grigoriadou, Vasiliki 1 Hashorva, Enkelejd 1 Heiser, Laura M. 1 Hendrych, Radek 1 Heritier, Stephane R. 1 Hong, Hanping 1 Hu, Yijun 1 Huang, Guanglin 1 Huang, XiaoLin 1 Hunt, Gregory J. 1 Iaci, Ross 1 Jaekel, Uwe 1 Jiang, Wenjun 1 Jiang, Yunlu 1 Jin, Baisuo 1 Jin, Qingwei 1 Jin, Zhuo 1 Korkola, James E. 1 Kunjunni, Sajana O. 1 Lassance, Nathan 1 Lavery, John E. 1 Li, Chikun ...and 89 more Authors all top 5 Cited in 40 Serials 16 Insurance Mathematics & Economics 15 Computational Statistics and Data Analysis 5 ASTIN Bulletin 4 Journal of Multivariate Analysis 4 Statistical Methods and Applications 3 Advances in Data Analysis and Classification. ADAC 2 Journal of Computational and Applied Mathematics 2 Communications in Statistics. Simulation and Computation 2 Communications in Statistics. Theory and Methods 2 European Journal of Operational Research 2 Journal of Applied Statistics 2 Scandinavian Actuarial Journal 2 Journal of Computational and Graphical Statistics 2 Statistics and Computing 1 Demonstratio Mathematica 1 Journal of Applied Probability 1 Metron 1 Operations Research 1 Circuits, Systems, and Signal Processing 1 Statistics 1 Neural Networks 1 Annals of Operations Research 1 Journal of Statistical Computation and Simulation 1 Test 1 Top 1 Bernoulli 1 Mathematical Problems in Engineering 1 Journal of Discrete Mathematical Sciences & Cryptography 1 Lobachevskii Journal of Mathematics 1 Dynamics of Continuous, Discrete & Impulsive Systems. Series B. Applications & Algorithms 1 Journal of Systems Science and Complexity 1 Iranian Journal of Science and Technology. Transaction A: Science 1 Statistical Applications in Genetics and Molecular Biology 1 North American Actuarial Journal 1 Hacettepe Journal of Mathematics and Statistics 1 Journal of Industrial and Management Optimization 1 European Journal of Pure and Applied Mathematics 1 Discrete and Continuous Dynamical Systems. Series S 1 Algorithms 1 International Journal of Systems Science. Principles and Applications of Systems and Integration all top 5 Cited in 10 Fields 62 Statistics (62-XX) 36 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Probability theory and stochastic processes (60-XX) 6 Operations research, mathematical programming (90-XX) 5 Computer science (68-XX) 4 Systems theory; control (93-XX) 3 General and overarching topics; collections (00-XX) 3 Numerical analysis (65-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year